diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_0/index_tensor([3113, 3113])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_0/index_tensor([3113, 3113])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..48069c4de2d5b8e591565afd74dbb5f375bfae7c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_0/index_tensor([3113, 3113])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "shot, shot from a slightly upward angle, captures an extreme close-up of the walls of a massive, three-meter-long bronze coffin. The ancient bronze's surface is covered in varying shades of patina and the marks of age. The camera slowly pulls back and pans upward, gradually revealing an intricately carved nine-headed serpent encircling a sun disc. The serpent's scales, layered and lifelike, pulsate ominously with a dark, blood-red glow. These eyes, set in unpolished dark red gemstones, provide the only source of light in this shrouded, gloomy underground chamber, casting eerie, swaying shadows on the surrounding stone walls. As the camera continues to pull out, it finally stabilizes in a medium shot, revealing the coffin in its entirety and a young man in a simple black robe lying on its lid. At that moment, the long eyelashes on the boy's delicate yet pale face began to tremble violently, as if struggling to escape from a bottomless nightmare. Then, his eyes fluttered open, revealing utter terror and confusion. Almost instantly, through the black robes on his chest, a ball of blue flame pulsed silently and violently from the area where his heart lay. This mysterious, cold light illuminated the outline of his chest clearly. Then, the flame rapidly contracted and condensed, eventually transforming into a palm-sized miniature figure composed entirely of blue flame. This flaming figure, arms crossed, calmly \"sat\" on the boy's left rib cage. The entire scene, interwoven with blood-red and dark blue light, created an atmosphere of ultimate horror and fantasy.", + "seed": 32440, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_0/index_3113_seed_32440_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.3183489080518484, + "vlm_logprob": -0.3183489080518484, + "vlm_yes_no_margin": 2.275, + "vlm_token_credit": -0.3183489080518484, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a shrouded, gloomy underground chamber with stone walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive three-meter-long bronze coffin with patina and age marks visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a nine-headed serpent encircling a sun disc appear on the coffin with scales pulsating in a dark blood-red glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a young man in a simple black robe lying on the coffin lid, whose eyes open to reveal terror and a blue flame forming a miniature figure on his chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with an extreme close-up from a slightly upward angle, then slowly pull back and pan upward to stabilize in a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4067151546478271 + ], + "opposite_logprob_tokens": [ + -0.28171518445014954 + ], + "logprob_reward": -1.4067151546478271, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4067151546478271, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.13718925416469574, + 0.15043394267559052, + 0.16042450070381165, + 0.03320148587226868, + 0.06219971552491188, + 0.07926537096500397, + 0.06437564641237259, + 0.11365419626235962, + 0.13589216768741608, + 0.0633636862039566 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -1.4067151546478271 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a shrouded, gloomy underground chamber with stone walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive three-meter-long bronze coffin with patina and age marks visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a nine-headed serpent encircling a sun disc appear on the coffin with scales pulsating in a dark blood-red glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a young man in a simple black robe lying on the coffin lid, whose eyes open to reveal terror and a blue flame forming a miniature figure on his chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with an extreme close-up from a slightly upward angle, then slowly pull back and pan upward to stabilize in a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03813241422176361 + ], + "opposite_logprob_tokens": [ + -3.288132429122925 + ], + "logprob_reward": -0.03813241422176361, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03813241422176361, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08637752383947372, + 0.045914843678474426, + 0.12192659080028534, + 0.03840892016887665, + 0.16782498359680176, + 0.030289864167571068, + 0.3191207945346832, + 0.086986243724823, + 0.06639180332422256, + 0.0367584191262722 + ], + "top_frames": [ + 6, + 4, + 2 + ], + "selected_reward": -0.03813241422176361 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a shrouded, gloomy underground chamber with stone walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive three-meter-long bronze coffin with patina and age marks visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a nine-headed serpent encircling a sun disc appear on the coffin with scales pulsating in a dark blood-red glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a young man in a simple black robe lying on the coffin lid, whose eyes open to reveal terror and a blue flame forming a miniature figure on his chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with an extreme close-up from a slightly upward angle, then slowly pull back and pan upward to stabilize in a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029820075258612633 + ], + "opposite_logprob_tokens": [ + -3.529819965362549 + ], + "logprob_reward": -0.029820075258612633, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029820075258612633, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19218288362026215, + 0.13591217994689941, + 0.1519375443458557, + 0.03190646320581436, + 0.07965988665819168, + 0.038131874054670334, + 0.23388899862766266, + 0.04240499064326286, + 0.04704539477825165, + 0.04692978784441948 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.029820075258612633 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a shrouded, gloomy underground chamber with stone walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive three-meter-long bronze coffin with patina and age marks visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a nine-headed serpent encircling a sun disc appear on the coffin with scales pulsating in a dark blood-red glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a young man in a simple black robe lying on the coffin lid, whose eyes open to reveal terror and a blue flame forming a miniature figure on his chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with an extreme close-up from a slightly upward angle, then slowly pull back and pan upward to stabilize in a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899164408445358 + ], + "opposite_logprob_tokens": [ + -2.578991651535034 + ], + "logprob_reward": -0.07899164408445358, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899164408445358, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.155838280916214, + 0.0508074015378952, + 0.14754170179367065, + 0.023005003109574318, + 0.08471159636974335, + 0.03609441593289375, + 0.25936275720596313, + 0.08966685831546783, + 0.0976511761546135, + 0.055320754647254944 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.07899164408445358 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a shrouded, gloomy underground chamber with stone walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive three-meter-long bronze coffin with patina and age marks visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a nine-headed serpent encircling a sun disc appear on the coffin with scales pulsating in a dark blood-red glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a young man in a simple black robe lying on the coffin lid, whose eyes open to reveal terror and a blue flame forming a miniature figure on his chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with an extreme close-up from a slightly upward angle, then slowly pull back and pan upward to stabilize in a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03808525204658508 + ], + "opposite_logprob_tokens": [ + -3.2880852222442627 + ], + "logprob_reward": -0.03808525204658508, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03808525204658508, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13878247141838074, + 0.14307670295238495, + 0.042504340410232544, + 0.11949386447668076, + 0.12521113455295563, + 0.10961464047431946, + 0.16493137180805206, + 0.06449319422245026, + 0.06143632158637047, + 0.03045593947172165 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.03808525204658508 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot, shot from a slightly upward angle, captures an extreme close-up of the walls of a massive, three-meter-long bronze coffin. The ancient bronze's surface is covered in varying shades of patina and the marks of age. The camera slowly pulls back and pans upward, gradually revealing an intricately carved nine-headed serpent encircling a sun disc. The serpent's scales, layered and lifelike, pulsate ominously with a dark, blood-red glow. These eyes, set in unpolished dark red gemstones, provide the only source of light in this shrouded, gloomy underground chamber, casting eerie, swaying shadows on the surrounding stone walls. As the camera continues to pull out, it finally stabilizes in a medium shot, revealing the coffin in its entirety and a young man in a simple black robe lying on its lid. At that moment, the long eyelashes on the boy's delicate yet pale face began to tremble violently, as if struggling to escape from a bottomless nightmare. Then, his eyes fluttered open, revealing utter terror and confusion. Almost instantly, through the black robes on his chest, a ball of blue flame pulsed silently and violently from the area where his heart lay. This mysterious, cold light illuminated the outline of his chest clearly. Then, the flame rapidly contracted and condensed, eventually transforming into a palm-sized miniature figure composed entirely of blue flame. This flaming figure, arms crossed, calmly \"sat\" on the boy's left rib cage. The entire scene, interwoven with blood-red and dark blue light, created an atmosphere of ultimate horror and fantasy.", + "seed": 32441, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_0/index_3113_seed_32441_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03537442861124873, + "vlm_logprob": -0.03537442861124873, + "vlm_yes_no_margin": 3.575, + "vlm_token_credit": -0.03537442861124873, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a shrouded, gloomy underground chamber with stone walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive three-meter-long bronze coffin with patina and age marks visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a nine-headed serpent encircling a sun disc appear on the coffin with scales pulsating in a dark blood-red glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a young man in a simple black robe lying on the coffin lid, whose eyes open to reveal terror and a blue flame forming a miniature figure on his chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with an extreme close-up from a slightly upward angle, then slowly pull back and pan upward to stabilize in a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07093514502048492 + ], + "opposite_logprob_tokens": [ + -2.6959352493286133 + ], + "logprob_reward": -0.07093514502048492, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07093514502048492, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09678269177675247, + 0.07610353082418442, + 0.0587141253054142, + 0.07027769833803177, + 0.08029619604349136, + 0.16744592785835266, + 0.0685187578201294, + 0.06094451621174812, + 0.10919323563575745, + 0.21172334253787994 + ], + "top_frames": [ + 9, + 5, + 8 + ], + "selected_reward": -0.07093514502048492 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a shrouded, gloomy underground chamber with stone walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive three-meter-long bronze coffin with patina and age marks visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a nine-headed serpent encircling a sun disc appear on the coffin with scales pulsating in a dark blood-red glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a young man in a simple black robe lying on the coffin lid, whose eyes open to reveal terror and a blue flame forming a miniature figure on his chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with an extreme close-up from a slightly upward angle, then slowly pull back and pan upward to stabilize in a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02331264689564705 + ], + "opposite_logprob_tokens": [ + -3.773312568664551 + ], + "logprob_reward": -0.02331264689564705, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02331264689564705, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11709216237068176, + 0.11541512608528137, + 0.07213792949914932, + 0.04389192536473274, + 0.04366007819771767, + 0.1950218677520752, + 0.06576695293188095, + 0.11935789883136749, + 0.08494638651609421, + 0.14270968735218048 + ], + "top_frames": [ + 5, + 9, + 7 + ], + "selected_reward": -0.02331264689564705 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a shrouded, gloomy underground chamber with stone walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive three-meter-long bronze coffin with patina and age marks visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a nine-headed serpent encircling a sun disc appear on the coffin with scales pulsating in a dark blood-red glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a young man in a simple black robe lying on the coffin lid, whose eyes open to reveal terror and a blue flame forming a miniature figure on his chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with an extreme close-up from a slightly upward angle, then slowly pull back and pan upward to stabilize in a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007636283989995718 + ], + "opposite_logprob_tokens": [ + -4.882636070251465 + ], + "logprob_reward": -0.007636283989995718, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007636283989995718, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18662148714065552, + 0.08631031960248947, + 0.05277333781123161, + 0.0864454135298729, + 0.09956857562065125, + 0.15613077580928802, + 0.10320740938186646, + 0.05192720890045166, + 0.08922135829925537, + 0.08779408037662506 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.007636283989995718 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a shrouded, gloomy underground chamber with stone walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive three-meter-long bronze coffin with patina and age marks visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a nine-headed serpent encircling a sun disc appear on the coffin with scales pulsating in a dark blood-red glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a young man in a simple black robe lying on the coffin lid, whose eyes open to reveal terror and a blue flame forming a miniature figure on his chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with an extreme close-up from a slightly upward angle, then slowly pull back and pan upward to stabilize in a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048655688762664795 + ], + "opposite_logprob_tokens": [ + -3.0486557483673096 + ], + "logprob_reward": -0.048655688762664795, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048655688762664795, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08231132477521896, + 0.034253474324941635, + 0.03734410181641579, + 0.03325734660029411, + 0.062161676585674286, + 0.09900256991386414, + 0.08290530741214752, + 0.1657082438468933, + 0.20372195541858673, + 0.19933399558067322 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.048655688762664795 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a shrouded, gloomy underground chamber with stone walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive three-meter-long bronze coffin with patina and age marks visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a nine-headed serpent encircling a sun disc appear on the coffin with scales pulsating in a dark blood-red glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a young man in a simple black robe lying on the coffin lid, whose eyes open to reveal terror and a blue flame forming a miniature figure on his chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with an extreme close-up from a slightly upward angle, then slowly pull back and pan upward to stabilize in a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026332378387451172 + ], + "opposite_logprob_tokens": [ + -3.651332378387451 + ], + "logprob_reward": -0.026332378387451172, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026332378387451172, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10821837186813354, + 0.04059193283319473, + 0.038779135793447495, + 0.06422403454780579, + 0.03909905254840851, + 0.11052188277244568, + 0.09709851443767548, + 0.1018715351819992, + 0.26137569546699524, + 0.13821983337402344 + ], + "top_frames": [ + 8, + 9, + 5 + ], + "selected_reward": -0.026332378387451172 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot, shot from a slightly upward angle, captures an extreme close-up of the walls of a massive, three-meter-long bronze coffin. The ancient bronze's surface is covered in varying shades of patina and the marks of age. The camera slowly pulls back and pans upward, gradually revealing an intricately carved nine-headed serpent encircling a sun disc. The serpent's scales, layered and lifelike, pulsate ominously with a dark, blood-red glow. These eyes, set in unpolished dark red gemstones, provide the only source of light in this shrouded, gloomy underground chamber, casting eerie, swaying shadows on the surrounding stone walls. As the camera continues to pull out, it finally stabilizes in a medium shot, revealing the coffin in its entirety and a young man in a simple black robe lying on its lid. At that moment, the long eyelashes on the boy's delicate yet pale face began to tremble violently, as if struggling to escape from a bottomless nightmare. Then, his eyes fluttered open, revealing utter terror and confusion. Almost instantly, through the black robes on his chest, a ball of blue flame pulsed silently and violently from the area where his heart lay. This mysterious, cold light illuminated the outline of his chest clearly. Then, the flame rapidly contracted and condensed, eventually transforming into a palm-sized miniature figure composed entirely of blue flame. This flaming figure, arms crossed, calmly \"sat\" on the boy's left rib cage. The entire scene, interwoven with blood-red and dark blue light, created an atmosphere of ultimate horror and fantasy.", + "seed": 32442, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_0/index_3113_seed_32442_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.12360009886324405, + "vlm_logprob": -0.12360009886324405, + "vlm_yes_no_margin": 2.4, + "vlm_token_credit": -0.12360009886324405, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a shrouded, gloomy underground chamber with stone walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive three-meter-long bronze coffin with patina and age marks visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a nine-headed serpent encircling a sun disc appear on the coffin with scales pulsating in a dark blood-red glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a young man in a simple black robe lying on the coffin lid, whose eyes open to reveal terror and a blue flame forming a miniature figure on his chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with an extreme close-up from a slightly upward angle, then slowly pull back and pan upward to stabilize in a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18124695122241974 + ], + "opposite_logprob_tokens": [ + -1.8062469959259033 + ], + "logprob_reward": -0.18124695122241974, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18124695122241974, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16732138395309448, + 0.0962686762213707, + 0.10435939580202103, + 0.09081725031137466, + 0.11674802005290985, + 0.07076042145490646, + 0.05026031285524368, + 0.0829140916466713, + 0.07074742019176483, + 0.14980299770832062 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.18124695122241974 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a shrouded, gloomy underground chamber with stone walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive three-meter-long bronze coffin with patina and age marks visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a nine-headed serpent encircling a sun disc appear on the coffin with scales pulsating in a dark blood-red glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a young man in a simple black robe lying on the coffin lid, whose eyes open to reveal terror and a blue flame forming a miniature figure on his chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with an extreme close-up from a slightly upward angle, then slowly pull back and pan upward to stabilize in a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043087150901556015 + ], + "opposite_logprob_tokens": [ + -3.1680872440338135 + ], + "logprob_reward": -0.043087150901556015, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043087150901556015, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11547395586967468, + 0.06502316147089005, + 0.08888033032417297, + 0.09178571403026581, + 0.10386786609888077, + 0.049259696155786514, + 0.05027889087796211, + 0.07576311379671097, + 0.03896486014127731, + 0.3207024931907654 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.043087150901556015 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a shrouded, gloomy underground chamber with stone walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive three-meter-long bronze coffin with patina and age marks visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a nine-headed serpent encircling a sun disc appear on the coffin with scales pulsating in a dark blood-red glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a young man in a simple black robe lying on the coffin lid, whose eyes open to reveal terror and a blue flame forming a miniature figure on his chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with an extreme close-up from a slightly upward angle, then slowly pull back and pan upward to stabilize in a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904916793107986 + ], + "opposite_logprob_tokens": [ + -2.4640491008758545 + ], + "logprob_reward": -0.08904916793107986, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904916793107986, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22301366925239563, + 0.1920134723186493, + 0.05220881849527359, + 0.0463077686727047, + 0.08894581347703934, + 0.08185865730047226, + 0.07520034909248352, + 0.1313449889421463, + 0.020023828372359276, + 0.08908265084028244 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.08904916793107986 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a shrouded, gloomy underground chamber with stone walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive three-meter-long bronze coffin with patina and age marks visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a nine-headed serpent encircling a sun disc appear on the coffin with scales pulsating in a dark blood-red glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a young man in a simple black robe lying on the coffin lid, whose eyes open to reveal terror and a blue flame forming a miniature figure on his chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with an extreme close-up from a slightly upward angle, then slowly pull back and pan upward to stabilize in a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813403308391571 + ], + "opposite_logprob_tokens": [ + -1.4063403606414795 + ], + "logprob_reward": -0.2813403308391571, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813403308391571, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1543356329202652, + 0.117191843688488, + 0.13765421509742737, + 0.05294424667954445, + 0.05585601553320885, + 0.07425443828105927, + 0.14817774295806885, + 0.11850052326917648, + 0.03814041614532471, + 0.10294491797685623 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.2813403308391571 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a shrouded, gloomy underground chamber with stone walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive three-meter-long bronze coffin with patina and age marks visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a nine-headed serpent encircling a sun disc appear on the coffin with scales pulsating in a dark blood-red glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a young man in a simple black robe lying on the coffin lid, whose eyes open to reveal terror and a blue flame forming a miniature figure on his chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with an extreme close-up from a slightly upward angle, then slowly pull back and pan upward to stabilize in a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02327689342200756 + ], + "opposite_logprob_tokens": [ + -3.7732768058776855 + ], + "logprob_reward": -0.02327689342200756, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02327689342200756, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13888712227344513, + 0.16381490230560303, + 0.044857606291770935, + 0.041534826159477234, + 0.0780731737613678, + 0.08025514334440231, + 0.054862119257450104, + 0.069313645362854, + 0.15230022370815277, + 0.17610123753547668 + ], + "top_frames": [ + 9, + 1, + 8 + ], + "selected_reward": -0.02327689342200756 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot, shot from a slightly upward angle, captures an extreme close-up of the walls of a massive, three-meter-long bronze coffin. The ancient bronze's surface is covered in varying shades of patina and the marks of age. The camera slowly pulls back and pans upward, gradually revealing an intricately carved nine-headed serpent encircling a sun disc. The serpent's scales, layered and lifelike, pulsate ominously with a dark, blood-red glow. These eyes, set in unpolished dark red gemstones, provide the only source of light in this shrouded, gloomy underground chamber, casting eerie, swaying shadows on the surrounding stone walls. As the camera continues to pull out, it finally stabilizes in a medium shot, revealing the coffin in its entirety and a young man in a simple black robe lying on its lid. At that moment, the long eyelashes on the boy's delicate yet pale face began to tremble violently, as if struggling to escape from a bottomless nightmare. Then, his eyes fluttered open, revealing utter terror and confusion. Almost instantly, through the black robes on his chest, a ball of blue flame pulsed silently and violently from the area where his heart lay. This mysterious, cold light illuminated the outline of his chest clearly. Then, the flame rapidly contracted and condensed, eventually transforming into a palm-sized miniature figure composed entirely of blue flame. This flaming figure, arms crossed, calmly \"sat\" on the boy's left rib cage. The entire scene, interwoven with blood-red and dark blue light, created an atmosphere of ultimate horror and fantasy.", + "seed": 32443, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_0/index_3113_seed_32443_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04532265570014715, + "vlm_logprob": -0.04532265570014715, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.04532265570014715, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a shrouded, gloomy underground chamber with stone walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive three-meter-long bronze coffin with patina and age marks visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a nine-headed serpent encircling a sun disc appear on the coffin with scales pulsating in a dark blood-red glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a young man in a simple black robe lying on the coffin lid, whose eyes open to reveal terror and a blue flame forming a miniature figure on his chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with an extreme close-up from a slightly upward angle, then slowly pull back and pan upward to stabilize in a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.049463480710983276 + ], + "opposite_logprob_tokens": [ + -3.0494635105133057 + ], + "logprob_reward": -0.049463480710983276, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.049463480710983276, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25614625215530396, + 0.13085989654064178, + 0.06462244689464569, + 0.04354315996170044, + 0.1437915712594986, + 0.08524700999259949, + 0.05438420549035072, + 0.06154753267765045, + 0.041528332978487015, + 0.11832959949970245 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.049463480710983276 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a shrouded, gloomy underground chamber with stone walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive three-meter-long bronze coffin with patina and age marks visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a nine-headed serpent encircling a sun disc appear on the coffin with scales pulsating in a dark blood-red glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a young man in a simple black robe lying on the coffin lid, whose eyes open to reveal terror and a blue flame forming a miniature figure on his chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with an extreme close-up from a slightly upward angle, then slowly pull back and pan upward to stabilize in a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026370925828814507 + ], + "opposite_logprob_tokens": [ + -3.6513710021972656 + ], + "logprob_reward": -0.026370925828814507, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026370925828814507, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24632546305656433, + 0.07831108570098877, + 0.1675540804862976, + 0.12249861657619476, + 0.08035159856081009, + 0.0883127748966217, + 0.061439432203769684, + 0.07220693677663803, + 0.025370122864842415, + 0.05762993171811104 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.026370925828814507 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a shrouded, gloomy underground chamber with stone walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive three-meter-long bronze coffin with patina and age marks visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a nine-headed serpent encircling a sun disc appear on the coffin with scales pulsating in a dark blood-red glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a young man in a simple black robe lying on the coffin lid, whose eyes open to reveal terror and a blue flame forming a miniature figure on his chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with an extreme close-up from a slightly upward angle, then slowly pull back and pan upward to stabilize in a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009788726456463337 + ], + "opposite_logprob_tokens": [ + -4.634788513183594 + ], + "logprob_reward": -0.009788726456463337, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009788726456463337, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5884973406791687, + 0.07338979095220566, + 0.06978857517242432, + 0.06728314608335495, + 0.05266454815864563, + 0.033966682851314545, + 0.037000399082899094, + 0.030928831547498703, + 0.021190030500292778, + 0.025290654972195625 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.009788726456463337 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a shrouded, gloomy underground chamber with stone walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive three-meter-long bronze coffin with patina and age marks visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a nine-headed serpent encircling a sun disc appear on the coffin with scales pulsating in a dark blood-red glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a young man in a simple black robe lying on the coffin lid, whose eyes open to reveal terror and a blue flame forming a miniature figure on his chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with an extreme close-up from a slightly upward angle, then slowly pull back and pan upward to stabilize in a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897446304559708 + ], + "opposite_logprob_tokens": [ + -2.578974485397339 + ], + "logprob_reward": -0.07897446304559708, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897446304559708, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3414985239505768, + 0.03571757301688194, + 0.06688418984413147, + 0.08610032498836517, + 0.12290878593921661, + 0.04653994366526604, + 0.05243048816919327, + 0.09274949878454208, + 0.046364136040210724, + 0.10880657285451889 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.07897446304559708 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a shrouded, gloomy underground chamber with stone walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive three-meter-long bronze coffin with patina and age marks visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a nine-headed serpent encircling a sun disc appear on the coffin with scales pulsating in a dark blood-red glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a young man in a simple black robe lying on the coffin lid, whose eyes open to reveal terror and a blue flame forming a miniature figure on his chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with an extreme close-up from a slightly upward angle, then slowly pull back and pan upward to stabilize in a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062015682458877563 + ], + "opposite_logprob_tokens": [ + -2.8120157718658447 + ], + "logprob_reward": -0.062015682458877563, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062015682458877563, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1920301765203476, + 0.08772022277116776, + 0.08588628470897675, + 0.2555265724658966, + 0.10106655210256577, + 0.10948394238948822, + 0.037318307906389236, + 0.05410752445459366, + 0.02890714630484581, + 0.0479532890021801 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.062015682458877563 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_1/index_tensor([7097, 7097])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_1/index_tensor([7097, 7097])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c4d63e23ce233c7441ab4a682951ecdf41598172 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_1/index_tensor([7097, 7097])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up shot, captured using high-speed photography, closely tracks a spherical particle of Tieguanyin tea being released from the air. Tumbling through the air at high speed, the particle's surface is not smooth, but rather covered with intricate textures and subtle wrinkles resulting from its tightly curled shape. Its dark green base is interspersed with subtle dark shadows and pale yellow-green highlights. Bright, focused studio lighting, directed from above and sideways, creates sharp highlights and deep shadows on the particle's curved surface, dramatically enhancing its three-dimensionality and texture. Surrounding it, the background is a blur of countless similarly scattered tea particles. With a very shallow depth of field, these particles transform into a blurred, flowing sea of dark green light, forming a dynamic, directional trajectory with the main particle. The camera uses an impactful face-to-face shot effect to capture the dynamic moment when the tea leaf suddenly rushes towards the lens from the depths of the picture, almost brushing the lens, and then quickly flies out of the field of vision to the side. The whole process is full of extreme dynamic beauty and strong visual impact, as if time is frozen in this one thousandth of a second, creating a focused and powerful atmosphere.", + "seed": 16269, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_1/index_7097_seed_16269_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.17893544549588114, + "vlm_logprob": -0.17893544549588114, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.17893544549588114, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a spherical particle of Tieguanyin tea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the particle's surface covered with intricate textures and subtle wrinkles rather than being smooth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the particle display a dark green base with pale yellow-green highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a blurred sea of countless similarly scattered tea particles creating a directional trajectory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera capture the particle rushing towards the lens from the depths and then flying out to the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.053182121366262436 + ], + "opposite_logprob_tokens": [ + -3.0531821250915527 + ], + "logprob_reward": -0.053182121366262436, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.053182121366262436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05376947671175003, + 0.11451017111539841, + 0.029885632917284966, + 0.026596082374453545, + 0.018546652048826218, + 0.033449526876211166, + 0.013349727727472782, + 0.01343317236751318, + 0.44277310371398926, + 0.25368642807006836 + ], + "top_frames": [ + 8, + 9, + 1 + ], + "selected_reward": -0.053182121366262436 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a spherical particle of Tieguanyin tea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the particle's surface covered with intricate textures and subtle wrinkles rather than being smooth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the particle display a dark green base with pale yellow-green highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a blurred sea of countless similarly scattered tea particles creating a directional trajectory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera capture the particle rushing towards the lens from the depths and then flying out to the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002823891816660762 + ], + "opposite_logprob_tokens": [ + -5.877823829650879 + ], + "logprob_reward": -0.002823891816660762, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002823891816660762, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13973644375801086, + 0.12168676406145096, + 0.03661738336086273, + 0.13517950475215912, + 0.027510683983564377, + 0.06724411249160767, + 0.019644472748041153, + 0.02462214045226574, + 0.3552108108997345, + 0.07254771888256073 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.002823891816660762 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a spherical particle of Tieguanyin tea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the particle's surface covered with intricate textures and subtle wrinkles rather than being smooth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the particle display a dark green base with pale yellow-green highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a blurred sea of countless similarly scattered tea particles creating a directional trajectory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera capture the particle rushing towards the lens from the depths and then flying out to the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019413450499996543 + ], + "opposite_logprob_tokens": [ + -6.251941204071045 + ], + "logprob_reward": -0.0019413450499996543, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019413450499996543, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1364627331495285, + 0.1239745020866394, + 0.10358279198408127, + 0.07133419811725616, + 0.04377651587128639, + 0.058336999267339706, + 0.03469250723719597, + 0.05460220202803612, + 0.15662550926208496, + 0.2166120857000351 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.0019413450499996543 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a spherical particle of Tieguanyin tea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the particle's surface covered with intricate textures and subtle wrinkles rather than being smooth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the particle display a dark green base with pale yellow-green highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a blurred sea of countless similarly scattered tea particles creating a directional trajectory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera capture the particle rushing towards the lens from the depths and then flying out to the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0789642184972763 + ], + "opposite_logprob_tokens": [ + -2.5789642333984375 + ], + "logprob_reward": -0.0789642184972763, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0789642184972763, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19785603880882263, + 0.22753968834877014, + 0.07415241003036499, + 0.033967938274145126, + 0.155323326587677, + 0.08643826097249985, + 0.04730404168367386, + 0.015623229555785656, + 0.09942910075187683, + 0.062366001307964325 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.0789642184972763 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a spherical particle of Tieguanyin tea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the particle's surface covered with intricate textures and subtle wrinkles rather than being smooth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the particle display a dark green base with pale yellow-green highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a blurred sea of countless similarly scattered tea particles creating a directional trajectory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera capture the particle rushing towards the lens from the depths and then flying out to the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7577656507492065 + ], + "opposite_logprob_tokens": [ + -0.6327656507492065 + ], + "logprob_reward": -0.7577656507492065, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7577656507492065, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08809526264667511, + 0.3355991542339325, + 0.08692542463541031, + 0.08803016692399979, + 0.04515627399086952, + 0.04921702295541763, + 0.04757840558886528, + 0.026998572051525116, + 0.1536809355020523, + 0.07871879637241364 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.7577656507492065 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "An extreme close-up shot, captured using high-speed photography, closely tracks a spherical particle of Tieguanyin tea being released from the air. Tumbling through the air at high speed, the particle's surface is not smooth, but rather covered with intricate textures and subtle wrinkles resulting from its tightly curled shape. Its dark green base is interspersed with subtle dark shadows and pale yellow-green highlights. Bright, focused studio lighting, directed from above and sideways, creates sharp highlights and deep shadows on the particle's curved surface, dramatically enhancing its three-dimensionality and texture. Surrounding it, the background is a blur of countless similarly scattered tea particles. With a very shallow depth of field, these particles transform into a blurred, flowing sea of dark green light, forming a dynamic, directional trajectory with the main particle. The camera uses an impactful face-to-face shot effect to capture the dynamic moment when the tea leaf suddenly rushes towards the lens from the depths of the picture, almost brushing the lens, and then quickly flies out of the field of vision to the side. The whole process is full of extreme dynamic beauty and strong visual impact, as if time is frozen in this one thousandth of a second, creating a focused and powerful atmosphere.", + "seed": 16270, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_1/index_7097_seed_16270_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.09018337298184634, + "vlm_logprob": -0.09018337298184634, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.09018337298184634, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a spherical particle of Tieguanyin tea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the particle's surface covered with intricate textures and subtle wrinkles rather than being smooth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the particle display a dark green base with pale yellow-green highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a blurred sea of countless similarly scattered tea particles creating a directional trajectory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera capture the particle rushing towards the lens from the depths and then flying out to the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04054096341133118 + ], + "opposite_logprob_tokens": [ + -3.290540933609009 + ], + "logprob_reward": -0.04054096341133118, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.04054096341133118, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18388153612613678, + 0.28879275918006897, + 0.11341621726751328, + 0.07923269271850586, + 0.07422299683094025, + 0.04286777600646019, + 0.052377909421920776, + 0.027930861338973045, + 0.05303245410323143, + 0.08424483984708786 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.04054096341133118 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a spherical particle of Tieguanyin tea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the particle's surface covered with intricate textures and subtle wrinkles rather than being smooth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the particle display a dark green base with pale yellow-green highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a blurred sea of countless similarly scattered tea particles creating a directional trajectory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera capture the particle rushing towards the lens from the depths and then flying out to the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004642422776669264 + ], + "opposite_logprob_tokens": [ + -5.379642486572266 + ], + "logprob_reward": -0.004642422776669264, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004642422776669264, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11060473322868347, + 0.12073782086372375, + 0.08172134310007095, + 0.07368088513612747, + 0.06085055321455002, + 0.04790187627077103, + 0.08796389400959015, + 0.08056506514549255, + 0.1846577227115631, + 0.15131612122058868 + ], + "top_frames": [ + 8, + 9, + 1 + ], + "selected_reward": -0.004642422776669264 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a spherical particle of Tieguanyin tea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the particle's surface covered with intricate textures and subtle wrinkles rather than being smooth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the particle display a dark green base with pale yellow-green highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a blurred sea of countless similarly scattered tea particles creating a directional trajectory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera capture the particle rushing towards the lens from the depths and then flying out to the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021974719129502773 + ], + "opposite_logprob_tokens": [ + -6.127197265625 + ], + "logprob_reward": -0.0021974719129502773, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021974719129502773, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1804017722606659, + 0.21752505004405975, + 0.0702650249004364, + 0.06313776969909668, + 0.06954631209373474, + 0.04080945625901222, + 0.06272588670253754, + 0.05185461789369583, + 0.056202154606580734, + 0.18753190338611603 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.0021974719129502773 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a spherical particle of Tieguanyin tea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the particle's surface covered with intricate textures and subtle wrinkles rather than being smooth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the particle display a dark green base with pale yellow-green highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a blurred sea of countless similarly scattered tea particles creating a directional trajectory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera capture the particle rushing towards the lens from the depths and then flying out to the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054945722222328186 + ], + "opposite_logprob_tokens": [ + -2.929945707321167 + ], + "logprob_reward": -0.054945722222328186, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054945722222328186, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14391037821769714, + 0.12322217971086502, + 0.13877899944782257, + 0.12196026742458344, + 0.09483853727579117, + 0.11984404176473618, + 0.12896591424942017, + 0.02249574288725853, + 0.03051958605647087, + 0.0754643902182579 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.054945722222328186 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a spherical particle of Tieguanyin tea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the particle's surface covered with intricate textures and subtle wrinkles rather than being smooth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the particle display a dark green base with pale yellow-green highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a blurred sea of countless similarly scattered tea particles creating a directional trajectory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera capture the particle rushing towards the lens from the depths and then flying out to the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34859028458595276 + ], + "opposite_logprob_tokens": [ + -1.2235902547836304 + ], + "logprob_reward": -0.34859028458595276, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34859028458595276, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12088161706924438, + 0.18472687900066376, + 0.06625910848379135, + 0.048329535871744156, + 0.07648732513189316, + 0.04328526183962822, + 0.10467696934938431, + 0.0652524009346962, + 0.12093691527843475, + 0.16916398704051971 + ], + "top_frames": [ + 1, + 9, + 8 + ], + "selected_reward": -0.34859028458595276 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up shot, captured using high-speed photography, closely tracks a spherical particle of Tieguanyin tea being released from the air. Tumbling through the air at high speed, the particle's surface is not smooth, but rather covered with intricate textures and subtle wrinkles resulting from its tightly curled shape. Its dark green base is interspersed with subtle dark shadows and pale yellow-green highlights. Bright, focused studio lighting, directed from above and sideways, creates sharp highlights and deep shadows on the particle's curved surface, dramatically enhancing its three-dimensionality and texture. Surrounding it, the background is a blur of countless similarly scattered tea particles. With a very shallow depth of field, these particles transform into a blurred, flowing sea of dark green light, forming a dynamic, directional trajectory with the main particle. The camera uses an impactful face-to-face shot effect to capture the dynamic moment when the tea leaf suddenly rushes towards the lens from the depths of the picture, almost brushing the lens, and then quickly flies out of the field of vision to the side. The whole process is full of extreme dynamic beauty and strong visual impact, as if time is frozen in this one thousandth of a second, creating a focused and powerful atmosphere.", + "seed": 16271, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_1/index_7097_seed_16271_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04387276202905923, + "vlm_logprob": -0.04387276202905923, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.04387276202905923, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a spherical particle of Tieguanyin tea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the particle's surface covered with intricate textures and subtle wrinkles rather than being smooth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the particle display a dark green base with pale yellow-green highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a blurred sea of countless similarly scattered tea particles creating a directional trajectory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera capture the particle rushing towards the lens from the depths and then flying out to the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.13012279570102692 + ], + "opposite_logprob_tokens": [ + -2.1301229000091553 + ], + "logprob_reward": -0.13012279570102692, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.13012279570102692, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16194936633110046, + 0.1422004997730255, + 0.10278147459030151, + 0.1705971509218216, + 0.1435346156358719, + 0.07350476831197739, + 0.02594653144478798, + 0.04505284130573273, + 0.043278954923152924, + 0.09115372598171234 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.13012279570102692 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a spherical particle of Tieguanyin tea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the particle's surface covered with intricate textures and subtle wrinkles rather than being smooth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the particle display a dark green base with pale yellow-green highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a blurred sea of countless similarly scattered tea particles creating a directional trajectory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera capture the particle rushing towards the lens from the depths and then flying out to the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014195417053997517 + ], + "opposite_logprob_tokens": [ + -4.264195442199707 + ], + "logprob_reward": -0.014195417053997517, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014195417053997517, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17932488024234772, + 0.15567432343959808, + 0.09342417120933533, + 0.04640495777130127, + 0.3806452453136444, + 0.024940993636846542, + 0.04639817401766777, + 0.03344174847006798, + 0.00995525810867548, + 0.029790272936224937 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.014195417053997517 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a spherical particle of Tieguanyin tea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the particle's surface covered with intricate textures and subtle wrinkles rather than being smooth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the particle display a dark green base with pale yellow-green highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a blurred sea of countless similarly scattered tea particles creating a directional trajectory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera capture the particle rushing towards the lens from the depths and then flying out to the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019412260735407472 + ], + "opposite_logprob_tokens": [ + -6.251941204071045 + ], + "logprob_reward": -0.0019412260735407472, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019412260735407472, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22439239919185638, + 0.25416460633277893, + 0.1068255677819252, + 0.05774867907166481, + 0.19145256280899048, + 0.04408587887883186, + 0.04479892551898956, + 0.026711152866482735, + 0.014567486010491848, + 0.03525274991989136 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.0019412260735407472 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a spherical particle of Tieguanyin tea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the particle's surface covered with intricate textures and subtle wrinkles rather than being smooth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the particle display a dark green base with pale yellow-green highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a blurred sea of countless similarly scattered tea particles creating a directional trajectory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera capture the particle rushing towards the lens from the depths and then flying out to the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06203528866171837 + ], + "opposite_logprob_tokens": [ + -2.812035322189331 + ], + "logprob_reward": -0.06203528866171837, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06203528866171837, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17878472805023193, + 0.26433226466178894, + 0.10228824615478516, + 0.047038547694683075, + 0.1960374116897583, + 0.0326603464782238, + 0.07152767479419708, + 0.02799529954791069, + 0.017213881015777588, + 0.06212165951728821 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.06203528866171837 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a spherical particle of Tieguanyin tea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the particle's surface covered with intricate textures and subtle wrinkles rather than being smooth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the particle display a dark green base with pale yellow-green highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a blurred sea of countless similarly scattered tea particles creating a directional trajectory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera capture the particle rushing towards the lens from the depths and then flying out to the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011069082655012608 + ], + "opposite_logprob_tokens": [ + -4.511069297790527 + ], + "logprob_reward": -0.011069082655012608, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011069082655012608, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10525036603212357, + 0.2016376405954361, + 0.09267806261777878, + 0.046018246561288834, + 0.17220640182495117, + 0.047752127051353455, + 0.1494739055633545, + 0.04532572627067566, + 0.03110559843480587, + 0.10855189710855484 + ], + "top_frames": [ + 1, + 4, + 6 + ], + "selected_reward": -0.011069082655012608 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up shot, captured using high-speed photography, closely tracks a spherical particle of Tieguanyin tea being released from the air. Tumbling through the air at high speed, the particle's surface is not smooth, but rather covered with intricate textures and subtle wrinkles resulting from its tightly curled shape. Its dark green base is interspersed with subtle dark shadows and pale yellow-green highlights. Bright, focused studio lighting, directed from above and sideways, creates sharp highlights and deep shadows on the particle's curved surface, dramatically enhancing its three-dimensionality and texture. Surrounding it, the background is a blur of countless similarly scattered tea particles. With a very shallow depth of field, these particles transform into a blurred, flowing sea of dark green light, forming a dynamic, directional trajectory with the main particle. The camera uses an impactful face-to-face shot effect to capture the dynamic moment when the tea leaf suddenly rushes towards the lens from the depths of the picture, almost brushing the lens, and then quickly flies out of the field of vision to the side. The whole process is full of extreme dynamic beauty and strong visual impact, as if time is frozen in this one thousandth of a second, creating a focused and powerful atmosphere.", + "seed": 16272, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_1/index_7097_seed_16272_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0905790401622653, + "vlm_logprob": -0.0905790401622653, + "vlm_yes_no_margin": 3.550000023841858, + "vlm_token_credit": -0.0905790401622653, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a spherical particle of Tieguanyin tea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the particle's surface covered with intricate textures and subtle wrinkles rather than being smooth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the particle display a dark green base with pale yellow-green highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a blurred sea of countless similarly scattered tea particles creating a directional trajectory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera capture the particle rushing towards the lens from the depths and then flying out to the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05176195874810219 + ], + "opposite_logprob_tokens": [ + -3.0517618656158447 + ], + "logprob_reward": -0.05176195874810219, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.05176195874810219, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1180787980556488, + 0.09926548600196838, + 0.046615343540906906, + 0.05290012061595917, + 0.04222104325890541, + 0.017257018014788628, + 0.03893699869513512, + 0.03407829999923706, + 0.07870431244373322, + 0.47194260358810425 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.05176195874810219 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a spherical particle of Tieguanyin tea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the particle's surface covered with intricate textures and subtle wrinkles rather than being smooth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the particle display a dark green base with pale yellow-green highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a blurred sea of countless similarly scattered tea particles creating a directional trajectory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera capture the particle rushing towards the lens from the depths and then flying out to the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004099537618458271 + ], + "opposite_logprob_tokens": [ + -5.504099369049072 + ], + "logprob_reward": -0.004099537618458271, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004099537618458271, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28496795892715454, + 0.0902647152543068, + 0.09146740287542343, + 0.08063632994890213, + 0.043220795691013336, + 0.07098539173603058, + 0.07401669025421143, + 0.057672228664159775, + 0.03959822282195091, + 0.1671701818704605 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.004099537618458271 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a spherical particle of Tieguanyin tea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the particle's surface covered with intricate textures and subtle wrinkles rather than being smooth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the particle display a dark green base with pale yellow-green highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a blurred sea of countless similarly scattered tea particles creating a directional trajectory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera capture the particle rushing towards the lens from the depths and then flying out to the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002197353169322014 + ], + "opposite_logprob_tokens": [ + -6.127197265625 + ], + "logprob_reward": -0.002197353169322014, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002197353169322014, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2806662619113922, + 0.13966459035873413, + 0.06502947211265564, + 0.05815635994076729, + 0.05905131995677948, + 0.03535221144556999, + 0.10585257411003113, + 0.09129851311445236, + 0.04590429365634918, + 0.11902432143688202 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.002197353169322014 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a spherical particle of Tieguanyin tea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the particle's surface covered with intricate textures and subtle wrinkles rather than being smooth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the particle display a dark green base with pale yellow-green highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a blurred sea of countless similarly scattered tea particles creating a directional trajectory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera capture the particle rushing towards the lens from the depths and then flying out to the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14278258383274078 + ], + "opposite_logprob_tokens": [ + -2.017782688140869 + ], + "logprob_reward": -0.14278258383274078, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14278258383274078, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19491127133369446, + 0.2440212517976761, + 0.05878065899014473, + 0.05442820116877556, + 0.07106351107358932, + 0.09366775304079056, + 0.0709865465760231, + 0.02326858788728714, + 0.03674677759408951, + 0.1521255075931549 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.14278258383274078 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a spherical particle of Tieguanyin tea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the particle's surface covered with intricate textures and subtle wrinkles rather than being smooth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the particle display a dark green base with pale yellow-green highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a blurred sea of countless similarly scattered tea particles creating a directional trajectory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera capture the particle rushing towards the lens from the depths and then flying out to the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25205376744270325 + ], + "opposite_logprob_tokens": [ + -1.5020537376403809 + ], + "logprob_reward": -0.25205376744270325, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25205376744270325, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11735279858112335, + 0.07863001525402069, + 0.14492693543434143, + 0.0912928581237793, + 0.07371184974908829, + 0.08681471645832062, + 0.041355885565280914, + 0.04200618714094162, + 0.07147640734910965, + 0.25243237614631653 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.25205376744270325 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_10/index_tensor([9163, 9163])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_10/index_tensor([9163, 9163])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b00f647df70e5c177b9c602d37506e7544b838ed --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_10/index_tensor([9163, 9163])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "wide-angle, static time-lapse video captured from above recreates the scenery of Ciqikou, Chongqing, in a distinctive 8-bit pixel art style. Ancient stone steps, composed of rough gray and brown pixels, wind down, flanked by traditional wooden buildings constructed from dark brown pixels. Their iconic eaves and corners are simplified into hard pixel lines, and their windows are simple, glowing squares. On these narrow streets, an abstract crowd, composed of tiny pixels in vibrant colors, surges like a tide, forming a steady, swift flow of pixels down the stone steps. The sky background is a gradient of several blue hues. Several large, white, pixelated clouds drift past in unnatural, blocky formations, casting shifting, pixelated shadows on the ground. The color palette of the entire picture is strictly limited, and the relationship between light and shadow is expressed through the brightness and darkness of pixel blocks, creating a strong sense of retro and digital feeling. With a unique dynamic beauty, it perfectly reproduces the vibrant and nostalgic atmosphere of early electronic games.", + "seed": 24868, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_10/index_9163_seed_24868_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.09087103125639259, + "vlm_logprob": -0.09087103125639259, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.09087103125639259, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in an 8-bit pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are ancient stone steps made of rough gray and brown pixels visible winding down the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are traditional wooden buildings with dark brown pixels, simplified eaves, and glowing square windows present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an abstract crowd of tiny vibrant pixels flowing swiftly down the stone steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky a gradient of blue hues with large white pixelated clouds casting shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31420162320137024 + ], + "opposite_logprob_tokens": [ + -1.3142015933990479 + ], + "logprob_reward": -0.31420162320137024, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31420162320137024, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.255079984664917, + 0.0621417760848999, + 0.027121668681502342, + 0.0558224692940712, + 0.23348501324653625, + 0.09856241941452026, + 0.028261380270123482, + 0.08259520679712296, + 0.02675887942314148, + 0.13017116487026215 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.31420162320137024 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in an 8-bit pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are ancient stone steps made of rough gray and brown pixels visible winding down the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are traditional wooden buildings with dark brown pixels, simplified eaves, and glowing square windows present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an abstract crowd of tiny vibrant pixels flowing swiftly down the stone steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky a gradient of blue hues with large white pixelated clouds casting shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371273726224899 + ], + "opposite_logprob_tokens": [ + -3.40871262550354 + ], + "logprob_reward": -0.03371273726224899, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371273726224899, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2295522540807724, + 0.033245909959077835, + 0.03622706979513168, + 0.06953712552785873, + 0.026346201077103615, + 0.09249131381511688, + 0.03174423426389694, + 0.23528426885604858, + 0.018212735652923584, + 0.22735881805419922 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.03371273726224899 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in an 8-bit pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are ancient stone steps made of rough gray and brown pixels visible winding down the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are traditional wooden buildings with dark brown pixels, simplified eaves, and glowing square windows present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an abstract crowd of tiny vibrant pixels flowing swiftly down the stone steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky a gradient of blue hues with large white pixelated clouds casting shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001335324952378869 + ], + "opposite_logprob_tokens": [ + -6.626335144042969 + ], + "logprob_reward": -0.001335324952378869, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.001335324952378869, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26375842094421387, + 0.10051818192005157, + 0.03935885801911354, + 0.06527069956064224, + 0.11092422902584076, + 0.09923434257507324, + 0.054596103727817535, + 0.08345942199230194, + 0.04446456953883171, + 0.1384151428937912 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.001335324952378869 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in an 8-bit pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are ancient stone steps made of rough gray and brown pixels visible winding down the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are traditional wooden buildings with dark brown pixels, simplified eaves, and glowing square windows present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an abstract crowd of tiny vibrant pixels flowing swiftly down the stone steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky a gradient of blue hues with large white pixelated clouds casting shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904895186424255 + ], + "opposite_logprob_tokens": [ + -2.4640488624572754 + ], + "logprob_reward": -0.08904895186424255, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904895186424255, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.8577210307121277, + 0.00757509283721447, + 0.007769594434648752, + 0.022725073620676994, + 0.014063890092074871, + 0.02797715738415718, + 0.006850798148661852, + 0.016796370968222618, + 0.0041384100914001465, + 0.03438263013958931 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.08904895186424255 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in an 8-bit pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are ancient stone steps made of rough gray and brown pixels visible winding down the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are traditional wooden buildings with dark brown pixels, simplified eaves, and glowing square windows present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an abstract crowd of tiny vibrant pixels flowing swiftly down the stone steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky a gradient of blue hues with large white pixelated clouds casting shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016056519001722336 + ], + "opposite_logprob_tokens": [ + -4.141056537628174 + ], + "logprob_reward": -0.016056519001722336, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016056519001722336, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7880018353462219, + 0.02373308502137661, + 0.013026447035372257, + 0.018986152485013008, + 0.040274083614349365, + 0.018331101164221764, + 0.008542336523532867, + 0.015953000634908676, + 0.04782893508672714, + 0.025322910398244858 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.016056519001722336 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide-angle, static time-lapse video captured from above recreates the scenery of Ciqikou, Chongqing, in a distinctive 8-bit pixel art style. Ancient stone steps, composed of rough gray and brown pixels, wind down, flanked by traditional wooden buildings constructed from dark brown pixels. Their iconic eaves and corners are simplified into hard pixel lines, and their windows are simple, glowing squares. On these narrow streets, an abstract crowd, composed of tiny pixels in vibrant colors, surges like a tide, forming a steady, swift flow of pixels down the stone steps. The sky background is a gradient of several blue hues. Several large, white, pixelated clouds drift past in unnatural, blocky formations, casting shifting, pixelated shadows on the ground. The color palette of the entire picture is strictly limited, and the relationship between light and shadow is expressed through the brightness and darkness of pixel blocks, creating a strong sense of retro and digital feeling. With a unique dynamic beauty, it perfectly reproduces the vibrant and nostalgic atmosphere of early electronic games.", + "seed": 24869, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_10/index_9163_seed_24869_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.18193403212353587, + "vlm_logprob": -0.18193403212353587, + "vlm_yes_no_margin": 3.575, + "vlm_token_credit": -0.18193403212353587, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in an 8-bit pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are ancient stone steps made of rough gray and brown pixels visible winding down the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are traditional wooden buildings with dark brown pixels, simplified eaves, and glowing square windows present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an abstract crowd of tiny vibrant pixels flowing swiftly down the stone steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky a gradient of blue hues with large white pixelated clouds casting shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009548942558467388 + ], + "opposite_logprob_tokens": [ + -4.759549140930176 + ], + "logprob_reward": -0.009548942558467388, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.009548942558467388, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06825092434883118, + 0.055382341146469116, + 0.022181566804647446, + 0.01935037225484848, + 0.06664524227380753, + 0.011586453765630722, + 0.016092324629426003, + 0.0663815513253212, + 0.627140462398529, + 0.04698866978287697 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.009548942558467388 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in an 8-bit pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are ancient stone steps made of rough gray and brown pixels visible winding down the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are traditional wooden buildings with dark brown pixels, simplified eaves, and glowing square windows present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an abstract crowd of tiny vibrant pixels flowing swiftly down the stone steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky a gradient of blue hues with large white pixelated clouds casting shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305506497621536 + ], + "opposite_logprob_tokens": [ + -3.1680550575256348 + ], + "logprob_reward": -0.04305506497621536, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305506497621536, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07449263334274292, + 0.26748067140579224, + 0.024251436814665794, + 0.029217762872576714, + 0.048159707337617874, + 0.04942299425601959, + 0.06279808282852173, + 0.06386332958936691, + 0.314509779214859, + 0.06580366939306259 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.04305506497621536 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in an 8-bit pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are ancient stone steps made of rough gray and brown pixels visible winding down the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are traditional wooden buildings with dark brown pixels, simplified eaves, and glowing square windows present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an abstract crowd of tiny vibrant pixels flowing swiftly down the stone steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky a gradient of blue hues with large white pixelated clouds casting shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011781663633883 + ], + "opposite_logprob_tokens": [ + -6.75117826461792 + ], + "logprob_reward": -0.0011781663633883, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011781663633883, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04885530471801758, + 0.07822880148887634, + 0.02880871295928955, + 0.014874476939439774, + 0.04241616651415825, + 0.07441975921392441, + 0.046744078397750854, + 0.14050133526325226, + 0.43937331438064575, + 0.08577808737754822 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.0011781663633883 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in an 8-bit pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are ancient stone steps made of rough gray and brown pixels visible winding down the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are traditional wooden buildings with dark brown pixels, simplified eaves, and glowing square windows present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an abstract crowd of tiny vibrant pixels flowing swiftly down the stone steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky a gradient of blue hues with large white pixelated clouds casting shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8261069059371948 + ], + "opposite_logprob_tokens": [ + -0.5761069059371948 + ], + "logprob_reward": -0.8261069059371948, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8261069059371948, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.03791132569313049, + 0.048000533133745193, + 0.016534779220819473, + 0.022245993837714195, + 0.03724724426865578, + 0.026610180735588074, + 0.016320522874593735, + 0.017332274466753006, + 0.7244511246681213, + 0.05334609001874924 + ], + "top_frames": [ + 8, + 9, + 1 + ], + "selected_reward": -0.8261069059371948 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in an 8-bit pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are ancient stone steps made of rough gray and brown pixels visible winding down the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are traditional wooden buildings with dark brown pixels, simplified eaves, and glowing square windows present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an abstract crowd of tiny vibrant pixels flowing swiftly down the stone steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky a gradient of blue hues with large white pixelated clouds casting shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029781080782413483 + ], + "opposite_logprob_tokens": [ + -3.5297811031341553 + ], + "logprob_reward": -0.029781080782413483, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029781080782413483, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04783977195620537, + 0.04294354096055031, + 0.018579568713903427, + 0.016041802242398262, + 0.01781296916306019, + 0.05204607918858528, + 0.06324133276939392, + 0.04574722796678543, + 0.6705994606018066, + 0.025148235261440277 + ], + "top_frames": [ + 8, + 6, + 5 + ], + "selected_reward": -0.029781080782413483 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "wide-angle, static time-lapse video captured from above recreates the scenery of Ciqikou, Chongqing, in a distinctive 8-bit pixel art style. Ancient stone steps, composed of rough gray and brown pixels, wind down, flanked by traditional wooden buildings constructed from dark brown pixels. Their iconic eaves and corners are simplified into hard pixel lines, and their windows are simple, glowing squares. On these narrow streets, an abstract crowd, composed of tiny pixels in vibrant colors, surges like a tide, forming a steady, swift flow of pixels down the stone steps. The sky background is a gradient of several blue hues. Several large, white, pixelated clouds drift past in unnatural, blocky formations, casting shifting, pixelated shadows on the ground. The color palette of the entire picture is strictly limited, and the relationship between light and shadow is expressed through the brightness and darkness of pixel blocks, creating a strong sense of retro and digital feeling. With a unique dynamic beauty, it perfectly reproduces the vibrant and nostalgic atmosphere of early electronic games.", + "seed": 24870, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_10/index_9163_seed_24870_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.1447521012276411, + "vlm_logprob": -0.1447521012276411, + "vlm_yes_no_margin": 4.4499999523162845, + "vlm_token_credit": -0.1447521012276411, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in an 8-bit pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are ancient stone steps made of rough gray and brown pixels visible winding down the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are traditional wooden buildings with dark brown pixels, simplified eaves, and glowing square windows present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an abstract crowd of tiny vibrant pixels flowing swiftly down the stone steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky a gradient of blue hues with large white pixelated clouds casting shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0016709902556613088 + ], + "opposite_logprob_tokens": [ + -6.501670837402344 + ], + "logprob_reward": -0.0016709902556613088, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0016709902556613088, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13552913069725037, + 0.03726780042052269, + 0.02389534004032612, + 0.4046016037464142, + 0.01938951574265957, + 0.2512347996234894, + 0.010968894697725773, + 0.04066497087478638, + 0.02970634587109089, + 0.046741582453250885 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.0016709902556613088 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in an 8-bit pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are ancient stone steps made of rough gray and brown pixels visible winding down the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are traditional wooden buildings with dark brown pixels, simplified eaves, and glowing square windows present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an abstract crowd of tiny vibrant pixels flowing swiftly down the stone steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky a gradient of blue hues with large white pixelated clouds casting shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818484626710415 + ], + "opposite_logprob_tokens": [ + -4.018184661865234 + ], + "logprob_reward": -0.01818484626710415, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01818484626710415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6068351864814758, + 0.030204597860574722, + 0.09770912677049637, + 0.11119086295366287, + 0.015361416153609753, + 0.02733878791332245, + 0.02315026894211769, + 0.014757762663066387, + 0.016298595815896988, + 0.0571533739566803 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.01818484626710415 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in an 8-bit pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are ancient stone steps made of rough gray and brown pixels visible winding down the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are traditional wooden buildings with dark brown pixels, simplified eaves, and glowing square windows present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an abstract crowd of tiny vibrant pixels flowing swiftly down the stone steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky a gradient of blue hues with large white pixelated clouds casting shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008108903421089053 + ], + "opposite_logprob_tokens": [ + -7.1258111000061035 + ], + "logprob_reward": -0.0008108903421089053, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008108903421089053, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.251271516084671, + 0.057864002883434296, + 0.3143397271633148, + 0.12228424847126007, + 0.0743364468216896, + 0.029020151123404503, + 0.026546550914645195, + 0.03124363347887993, + 0.041991233825683594, + 0.05110245570540428 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.0008108903421089053 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in an 8-bit pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are ancient stone steps made of rough gray and brown pixels visible winding down the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are traditional wooden buildings with dark brown pixels, simplified eaves, and glowing square windows present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an abstract crowd of tiny vibrant pixels flowing swiftly down the stone steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky a gradient of blue hues with large white pixelated clouds casting shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933209896087646 + ], + "opposite_logprob_tokens": [ + -0.6933209896087646 + ], + "logprob_reward": -0.6933209896087646, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933209896087646, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.5231834650039673, + 0.0709260106086731, + 0.06963658332824707, + 0.04844149947166443, + 0.03228863701224327, + 0.03606539964675903, + 0.07754849642515182, + 0.0514991469681263, + 0.03418861702084541, + 0.05622214078903198 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.6933209896087646 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in an 8-bit pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are ancient stone steps made of rough gray and brown pixels visible winding down the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are traditional wooden buildings with dark brown pixels, simplified eaves, and glowing square windows present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an abstract crowd of tiny vibrant pixels flowing swiftly down the stone steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky a gradient of blue hues with large white pixelated clouds casting shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009772789664566517 + ], + "opposite_logprob_tokens": [ + -4.634772777557373 + ], + "logprob_reward": -0.009772789664566517, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009772789664566517, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5998995900154114, + 0.03276336193084717, + 0.09656025469303131, + 0.09380806982517242, + 0.04267066717147827, + 0.02303152158856392, + 0.0272816214710474, + 0.02032921090722084, + 0.014484929852187634, + 0.04917078837752342 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.009772789664566517 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "wide-angle, static time-lapse video captured from above recreates the scenery of Ciqikou, Chongqing, in a distinctive 8-bit pixel art style. Ancient stone steps, composed of rough gray and brown pixels, wind down, flanked by traditional wooden buildings constructed from dark brown pixels. Their iconic eaves and corners are simplified into hard pixel lines, and their windows are simple, glowing squares. On these narrow streets, an abstract crowd, composed of tiny pixels in vibrant colors, surges like a tide, forming a steady, swift flow of pixels down the stone steps. The sky background is a gradient of several blue hues. Several large, white, pixelated clouds drift past in unnatural, blocky formations, casting shifting, pixelated shadows on the ground. The color palette of the entire picture is strictly limited, and the relationship between light and shadow is expressed through the brightness and darkness of pixel blocks, creating a strong sense of retro and digital feeling. With a unique dynamic beauty, it perfectly reproduces the vibrant and nostalgic atmosphere of early electronic games.", + "seed": 24871, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_10/index_9163_seed_24871_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.011668523866683244, + "vlm_logprob": -0.011668523866683244, + "vlm_yes_no_margin": 5.35, + "vlm_token_credit": -0.011668523866683244, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in an 8-bit pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are ancient stone steps made of rough gray and brown pixels visible winding down the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are traditional wooden buildings with dark brown pixels, simplified eaves, and glowing square windows present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an abstract crowd of tiny vibrant pixels flowing swiftly down the stone steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky a gradient of blue hues with large white pixelated clouds casting shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0014785320963710546 + ], + "opposite_logprob_tokens": [ + -6.751478672027588 + ], + "logprob_reward": -0.0014785320963710546, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0014785320963710546, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.175867959856987, + 0.280782014131546, + 0.06924568116664886, + 0.02389921247959137, + 0.04055970907211304, + 0.05094315856695175, + 0.04034638777375221, + 0.04721669480204582, + 0.04035118967294693, + 0.23078800737857819 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.0014785320963710546 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in an 8-bit pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are ancient stone steps made of rough gray and brown pixels visible winding down the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are traditional wooden buildings with dark brown pixels, simplified eaves, and glowing square windows present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an abstract crowd of tiny vibrant pixels flowing swiftly down the stone steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky a gradient of blue hues with large white pixelated clouds casting shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005949762649834156 + ], + "opposite_logprob_tokens": [ + -5.130949974060059 + ], + "logprob_reward": -0.005949762649834156, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005949762649834156, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15886735916137695, + 0.2786109447479248, + 0.11944960802793503, + 0.04362126812338829, + 0.03694280982017517, + 0.15017633140087128, + 0.09901927411556244, + 0.035828813910484314, + 0.02254163846373558, + 0.05494191125035286 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.005949762649834156 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in an 8-bit pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are ancient stone steps made of rough gray and brown pixels visible winding down the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are traditional wooden buildings with dark brown pixels, simplified eaves, and glowing square windows present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an abstract crowd of tiny vibrant pixels flowing swiftly down the stone steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky a gradient of blue hues with large white pixelated clouds casting shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0005597693379968405 + ], + "opposite_logprob_tokens": [ + -7.5005598068237305 + ], + "logprob_reward": -0.0005597693379968405, + "yes_no_margin_reward": 7.5, + "token_credit_reward": -0.0005597693379968405, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2210579812526703, + 0.1831188052892685, + 0.08158480376005173, + 0.029266512021422386, + 0.24222895503044128, + 0.05718523636460304, + 0.03621777519583702, + 0.03752848133444786, + 0.029421446844935417, + 0.08238998055458069 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.0005597693379968405 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in an 8-bit pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are ancient stone steps made of rough gray and brown pixels visible winding down the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are traditional wooden buildings with dark brown pixels, simplified eaves, and glowing square windows present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an abstract crowd of tiny vibrant pixels flowing swiftly down the stone steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky a gradient of blue hues with large white pixelated clouds casting shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029789064079523087 + ], + "opposite_logprob_tokens": [ + -3.5297889709472656 + ], + "logprob_reward": -0.029789064079523087, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029789064079523087, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10680752247571945, + 0.3024772107601166, + 0.04279826954007149, + 0.033569544553756714, + 0.23006610572338104, + 0.032391466200351715, + 0.09308941662311554, + 0.008817595429718494, + 0.013117137365043163, + 0.13686566054821014 + ], + "top_frames": [ + 1, + 4, + 9 + ], + "selected_reward": -0.029789064079523087 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in an 8-bit pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are ancient stone steps made of rough gray and brown pixels visible winding down the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are traditional wooden buildings with dark brown pixels, simplified eaves, and glowing square windows present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an abstract crowd of tiny vibrant pixels flowing swiftly down the stone steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky a gradient of blue hues with large white pixelated clouds casting shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020565491169691086 + ], + "opposite_logprob_tokens": [ + -3.8955655097961426 + ], + "logprob_reward": -0.020565491169691086, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020565491169691086, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19568854570388794, + 0.4704808294773102, + 0.061742644757032394, + 0.016550496220588684, + 0.02979137748479843, + 0.053181469440460205, + 0.022555045783519745, + 0.03448183089494705, + 0.015262181870639324, + 0.1002654954791069 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.020565491169691086 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_11/index_tensor([5821, 5821])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_11/index_tensor([5821, 5821])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b38ce0495927e0a5920d78c6af68860b9fbbc882 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_11/index_tensor([5821, 5821])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Shot from a low angle, the camera slowly pans to the right, following the determined steps of a traveler ascending the ancient Great Wall. He is a middle-aged man, his bronzed face etched with the marks of frost. His deep eyes gaze forward, his short hair rippling gently in the sharp mountain breeze. He wears a faded khaki, multi-pocketed jacket, dusted with the dust of travel. On his back rests a large, well-worn crimson backpack. His body leans forward against the steep incline, each step steady and powerful on the vast, weathered, uneven stone steps. The golden evening sun slants down at a sharp angle, framing his profile and body with a brilliant light and casting long, dramatic shadows on his resolute figure and the undulating walls. The backdrop is the majestic Great Wall, winding its way to the horizon. Ancient beacon towers appear solemn and lonely against the backdrop of distant dark green mountains. The sky is a deep sapphire blue, dotted with clouds tinged orange-red by the setting sun. The entire scene is imbued with the rich color saturation and intense contrast of light and shadow typical of a Steve McCurry photograph. Through a documentary lens, the film captures the moment when human will intersects with the grandeur of historical landscape, creating an atmosphere of solemnity, loneliness, and power.", + "seed": 30562, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_11/index_5821_seed_30562_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.08760137767530977, + "vlm_logprob": -0.08760137767530977, + "vlm_yes_no_margin": 3.475, + "vlm_token_credit": -0.08760137767530977, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged man with short hair and a bronzed face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a faded khaki multi-pocketed jacket and a large crimson backpack?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man ascending steep, weathered stone steps of the Great Wall with steady steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a low angle and slowly pan to the right following the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by golden evening sun casting long shadows against a deep sapphire blue sky with orange-red clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04397087171673775 + ], + "opposite_logprob_tokens": [ + -3.168970823287964 + ], + "logprob_reward": -0.04397087171673775, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04397087171673775, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2981760501861572, + 0.11874683946371078, + 0.11134897917509079, + 0.048457127064466476, + 0.11285123229026794, + 0.06174858659505844, + 0.05611097440123558, + 0.08484790474176407, + 0.056648969650268555, + 0.051063358783721924 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.04397087171673775 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged man with short hair and a bronzed face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a faded khaki multi-pocketed jacket and a large crimson backpack?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man ascending steep, weathered stone steps of the Great Wall with steady steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a low angle and slowly pan to the right following the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by golden evening sun casting long shadows against a deep sapphire blue sky with orange-red clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005274072289466858 + ], + "opposite_logprob_tokens": [ + -5.255274295806885 + ], + "logprob_reward": -0.005274072289466858, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005274072289466858, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3717275857925415, + 0.06264819204807281, + 0.07569771260023117, + 0.03160429373383522, + 0.16289423406124115, + 0.08230984956026077, + 0.051647987216711044, + 0.052229009568691254, + 0.0611741803586483, + 0.04806692898273468 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.005274072289466858 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged man with short hair and a bronzed face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a faded khaki multi-pocketed jacket and a large crimson backpack?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man ascending steep, weathered stone steps of the Great Wall with steady steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a low angle and slowly pan to the right following the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by golden evening sun casting long shadows against a deep sapphire blue sky with orange-red clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16039328277111053 + ], + "opposite_logprob_tokens": [ + -1.910393238067627 + ], + "logprob_reward": -0.16039328277111053, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16039328277111053, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4960995316505432, + 0.06298509240150452, + 0.05702415481209755, + 0.026400547474622726, + 0.12302614748477936, + 0.06087462976574898, + 0.02455824241042137, + 0.03619764372706413, + 0.0707067921757698, + 0.042127158492803574 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.16039328277111053 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged man with short hair and a bronzed face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a faded khaki multi-pocketed jacket and a large crimson backpack?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man ascending steep, weathered stone steps of the Great Wall with steady steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a low angle and slowly pan to the right following the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by golden evening sun casting long shadows against a deep sapphire blue sky with orange-red clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2255515456199646 + ], + "opposite_logprob_tokens": [ + -1.6005516052246094 + ], + "logprob_reward": -0.2255515456199646, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2255515456199646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13865375518798828, + 0.03084547631442547, + 0.045960552990436554, + 0.035547055304050446, + 0.061226848512887955, + 0.04377344623208046, + 0.024290895089507103, + 0.564862072467804, + 0.022030901163816452, + 0.032809026539325714 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.2255515456199646 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged man with short hair and a bronzed face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a faded khaki multi-pocketed jacket and a large crimson backpack?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man ascending steep, weathered stone steps of the Great Wall with steady steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a low angle and slowly pan to the right following the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by golden evening sun casting long shadows against a deep sapphire blue sky with orange-red clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002817115979269147 + ], + "opposite_logprob_tokens": [ + -5.877817153930664 + ], + "logprob_reward": -0.002817115979269147, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002817115979269147, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4064902067184448, + 0.10241755843162537, + 0.09868058562278748, + 0.027614355087280273, + 0.05043394863605499, + 0.025892673060297966, + 0.053724806755781174, + 0.16040901839733124, + 0.04506506770849228, + 0.029271714389324188 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.002817115979269147 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot from a low angle, the camera slowly pans to the right, following the determined steps of a traveler ascending the ancient Great Wall. He is a middle-aged man, his bronzed face etched with the marks of frost. His deep eyes gaze forward, his short hair rippling gently in the sharp mountain breeze. He wears a faded khaki, multi-pocketed jacket, dusted with the dust of travel. On his back rests a large, well-worn crimson backpack. His body leans forward against the steep incline, each step steady and powerful on the vast, weathered, uneven stone steps. The golden evening sun slants down at a sharp angle, framing his profile and body with a brilliant light and casting long, dramatic shadows on his resolute figure and the undulating walls. The backdrop is the majestic Great Wall, winding its way to the horizon. Ancient beacon towers appear solemn and lonely against the backdrop of distant dark green mountains. The sky is a deep sapphire blue, dotted with clouds tinged orange-red by the setting sun. The entire scene is imbued with the rich color saturation and intense contrast of light and shadow typical of a Steve McCurry photograph. Through a documentary lens, the film captures the moment when human will intersects with the grandeur of historical landscape, creating an atmosphere of solemnity, loneliness, and power.", + "seed": 30563, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_11/index_5821_seed_30563_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.13187362980097533, + "vlm_logprob": -0.13187362980097533, + "vlm_yes_no_margin": 3.174999976158142, + "vlm_token_credit": -0.13187362980097533, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged man with short hair and a bronzed face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a faded khaki multi-pocketed jacket and a large crimson backpack?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man ascending steep, weathered stone steps of the Great Wall with steady steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a low angle and slowly pan to the right following the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by golden evening sun casting long shadows against a deep sapphire blue sky with orange-red clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027853669598698616 + ], + "opposite_logprob_tokens": [ + -3.6528537273406982 + ], + "logprob_reward": -0.027853669598698616, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.027853669598698616, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14775046706199646, + 0.18764109909534454, + 0.16091153025627136, + 0.09730827063322067, + 0.118722103536129, + 0.08005533367395401, + 0.05999172106385231, + 0.03447110205888748, + 0.03497025743126869, + 0.07817813009023666 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.027853669598698616 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged man with short hair and a bronzed face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a faded khaki multi-pocketed jacket and a large crimson backpack?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man ascending steep, weathered stone steps of the Great Wall with steady steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a low angle and slowly pan to the right following the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by golden evening sun casting long shadows against a deep sapphire blue sky with orange-red clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007655922323465347 + ], + "opposite_logprob_tokens": [ + -4.882656097412109 + ], + "logprob_reward": -0.007655922323465347, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007655922323465347, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08747123181819916, + 0.15106254816055298, + 0.11566932499408722, + 0.06357058137655258, + 0.14798912405967712, + 0.14756080508232117, + 0.0719897449016571, + 0.053525522351264954, + 0.05019195005297661, + 0.110969178378582 + ], + "top_frames": [ + 1, + 4, + 5 + ], + "selected_reward": -0.007655922323465347 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged man with short hair and a bronzed face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a faded khaki multi-pocketed jacket and a large crimson backpack?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man ascending steep, weathered stone steps of the Great Wall with steady steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a low angle and slowly pan to the right following the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by golden evening sun casting long shadows against a deep sapphire blue sky with orange-red clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4743271768093109 + ], + "opposite_logprob_tokens": [ + -0.9743272066116333 + ], + "logprob_reward": -0.4743271768093109, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4743271768093109, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10858272761106491, + 0.08772759884595871, + 0.20889391005039215, + 0.07351680099964142, + 0.07034390419721603, + 0.09009644389152527, + 0.1029714047908783, + 0.07939909398555756, + 0.054311662912368774, + 0.12415647506713867 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.4743271768093109 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged man with short hair and a bronzed face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a faded khaki multi-pocketed jacket and a large crimson backpack?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man ascending steep, weathered stone steps of the Great Wall with steady steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a low angle and slowly pan to the right following the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by golden evening sun casting long shadows against a deep sapphire blue sky with orange-red clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1427975594997406 + ], + "opposite_logprob_tokens": [ + -2.0177974700927734 + ], + "logprob_reward": -0.1427975594997406, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.1427975594997406, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.062472447752952576, + 0.21589012444019318, + 0.13712270557880402, + 0.06964173167943954, + 0.09299231320619583, + 0.09347355365753174, + 0.10320388525724411, + 0.02588546834886074, + 0.08576950430870056, + 0.11354821175336838 + ], + "top_frames": [ + 1, + 2, + 9 + ], + "selected_reward": -0.1427975594997406 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged man with short hair and a bronzed face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a faded khaki multi-pocketed jacket and a large crimson backpack?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man ascending steep, weathered stone steps of the Great Wall with steady steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a low angle and slowly pan to the right following the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by golden evening sun casting long shadows against a deep sapphire blue sky with orange-red clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006733820773661137 + ], + "opposite_logprob_tokens": [ + -5.0067338943481445 + ], + "logprob_reward": -0.006733820773661137, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006733820773661137, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04671685770153999, + 0.14811114966869354, + 0.2984345853328705, + 0.1698974221944809, + 0.11351213604211807, + 0.05644330382347107, + 0.05785345658659935, + 0.03407280519604683, + 0.018215635791420937, + 0.05674271285533905 + ], + "top_frames": [ + 2, + 3, + 1 + ], + "selected_reward": -0.006733820773661137 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot from a low angle, the camera slowly pans to the right, following the determined steps of a traveler ascending the ancient Great Wall. He is a middle-aged man, his bronzed face etched with the marks of frost. His deep eyes gaze forward, his short hair rippling gently in the sharp mountain breeze. He wears a faded khaki, multi-pocketed jacket, dusted with the dust of travel. On his back rests a large, well-worn crimson backpack. His body leans forward against the steep incline, each step steady and powerful on the vast, weathered, uneven stone steps. The golden evening sun slants down at a sharp angle, framing his profile and body with a brilliant light and casting long, dramatic shadows on his resolute figure and the undulating walls. The backdrop is the majestic Great Wall, winding its way to the horizon. Ancient beacon towers appear solemn and lonely against the backdrop of distant dark green mountains. The sky is a deep sapphire blue, dotted with clouds tinged orange-red by the setting sun. The entire scene is imbued with the rich color saturation and intense contrast of light and shadow typical of a Steve McCurry photograph. Through a documentary lens, the film captures the moment when human will intersects with the grandeur of historical landscape, creating an atmosphere of solemnity, loneliness, and power.", + "seed": 30564, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_11/index_5821_seed_30564_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08701951829716563, + "vlm_logprob": -0.08701951829716563, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.08701951829716563, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged man with short hair and a bronzed face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a faded khaki multi-pocketed jacket and a large crimson backpack?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man ascending steep, weathered stone steps of the Great Wall with steady steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a low angle and slowly pan to the right following the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by golden evening sun casting long shadows against a deep sapphire blue sky with orange-red clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2527717351913452 + ], + "opposite_logprob_tokens": [ + -1.5027717351913452 + ], + "logprob_reward": -0.2527717351913452, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2527717351913452, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19545060396194458, + 0.09591910243034363, + 0.3283213973045349, + 0.051702894270420074, + 0.0545475073158741, + 0.12011516839265823, + 0.03199571743607521, + 0.06537795811891556, + 0.0396062433719635, + 0.016963398084044456 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.2527717351913452 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged man with short hair and a bronzed face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a faded khaki multi-pocketed jacket and a large crimson backpack?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man ascending steep, weathered stone steps of the Great Wall with steady steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a low angle and slowly pan to the right following the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by golden evening sun casting long shadows against a deep sapphire blue sky with orange-red clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00466022128239274 + ], + "opposite_logprob_tokens": [ + -5.379660129547119 + ], + "logprob_reward": -0.00466022128239274, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00466022128239274, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06072403863072395, + 0.04475525766611099, + 0.3298032581806183, + 0.050618235021829605, + 0.09284842759370804, + 0.060242071747779846, + 0.11983577907085419, + 0.1451501101255417, + 0.04836007207632065, + 0.04766275733709335 + ], + "top_frames": [ + 2, + 7, + 6 + ], + "selected_reward": -0.00466022128239274 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged man with short hair and a bronzed face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a faded khaki multi-pocketed jacket and a large crimson backpack?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man ascending steep, weathered stone steps of the Great Wall with steady steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a low angle and slowly pan to the right following the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by golden evening sun casting long shadows against a deep sapphire blue sky with orange-red clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496140569448471 + ], + "opposite_logprob_tokens": [ + -2.9299614429473877 + ], + "logprob_reward": -0.05496140569448471, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496140569448471, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23110611736774445, + 0.1069067046046257, + 0.16920797526836395, + 0.0832814872264862, + 0.048387590795755386, + 0.04640182480216026, + 0.06768679618835449, + 0.09055086225271225, + 0.07767876237630844, + 0.07879193127155304 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.05496140569448471 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged man with short hair and a bronzed face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a faded khaki multi-pocketed jacket and a large crimson backpack?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man ascending steep, weathered stone steps of the Great Wall with steady steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a low angle and slowly pan to the right following the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by golden evening sun casting long shadows against a deep sapphire blue sky with orange-red clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11292329430580139 + ], + "opposite_logprob_tokens": [ + -2.2379233837127686 + ], + "logprob_reward": -0.11292329430580139, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11292329430580139, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07844918966293335, + 0.08658792078495026, + 0.3537778854370117, + 0.06748838722705841, + 0.05667729303240776, + 0.057269368320703506, + 0.08455049246549606, + 0.0528661347925663, + 0.0852930024266243, + 0.07704030722379684 + ], + "top_frames": [ + 2, + 1, + 8 + ], + "selected_reward": -0.11292329430580139 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged man with short hair and a bronzed face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a faded khaki multi-pocketed jacket and a large crimson backpack?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man ascending steep, weathered stone steps of the Great Wall with steady steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a low angle and slowly pan to the right following the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by golden evening sun casting long shadows against a deep sapphire blue sky with orange-red clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009780935011804104 + ], + "opposite_logprob_tokens": [ + -4.6347808837890625 + ], + "logprob_reward": -0.009780935011804104, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009780935011804104, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26310890913009644, + 0.063906729221344, + 0.3737679719924927, + 0.037915900349617004, + 0.04285166412591934, + 0.04043147712945938, + 0.016698725521564484, + 0.0768144428730011, + 0.04749689996242523, + 0.03700723871588707 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.009780935011804104 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot from a low angle, the camera slowly pans to the right, following the determined steps of a traveler ascending the ancient Great Wall. He is a middle-aged man, his bronzed face etched with the marks of frost. His deep eyes gaze forward, his short hair rippling gently in the sharp mountain breeze. He wears a faded khaki, multi-pocketed jacket, dusted with the dust of travel. On his back rests a large, well-worn crimson backpack. His body leans forward against the steep incline, each step steady and powerful on the vast, weathered, uneven stone steps. The golden evening sun slants down at a sharp angle, framing his profile and body with a brilliant light and casting long, dramatic shadows on his resolute figure and the undulating walls. The backdrop is the majestic Great Wall, winding its way to the horizon. Ancient beacon towers appear solemn and lonely against the backdrop of distant dark green mountains. The sky is a deep sapphire blue, dotted with clouds tinged orange-red by the setting sun. The entire scene is imbued with the rich color saturation and intense contrast of light and shadow typical of a Steve McCurry photograph. Through a documentary lens, the film captures the moment when human will intersects with the grandeur of historical landscape, creating an atmosphere of solemnity, loneliness, and power.", + "seed": 30565, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_11/index_5821_seed_30565_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.12069675363600255, + "vlm_logprob": -0.12069675363600255, + "vlm_yes_no_margin": 3.1, + "vlm_token_credit": -0.12069675363600255, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged man with short hair and a bronzed face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a faded khaki multi-pocketed jacket and a large crimson backpack?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man ascending steep, weathered stone steps of the Great Wall with steady steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a low angle and slowly pan to the right following the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by golden evening sun casting long shadows against a deep sapphire blue sky with orange-red clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03890930861234665 + ], + "opposite_logprob_tokens": [ + -3.2889091968536377 + ], + "logprob_reward": -0.03890930861234665, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03890930861234665, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22905582189559937, + 0.08561815321445465, + 0.07514666765928268, + 0.10791626572608948, + 0.08151634782552719, + 0.07335712015628815, + 0.07796105742454529, + 0.05167260393500328, + 0.15408208966255188, + 0.06367389857769012 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.03890930861234665 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged man with short hair and a bronzed face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a faded khaki multi-pocketed jacket and a large crimson backpack?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man ascending steep, weathered stone steps of the Great Wall with steady steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a low angle and slowly pan to the right following the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by golden evening sun casting long shadows against a deep sapphire blue sky with orange-red clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067563182674348354 + ], + "opposite_logprob_tokens": [ + -5.00675630569458 + ], + "logprob_reward": -0.0067563182674348354, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067563182674348354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0777173638343811, + 0.0899212658405304, + 0.049086716026067734, + 0.042556967586278915, + 0.07357516139745712, + 0.046479880809783936, + 0.1597720831632614, + 0.19911518692970276, + 0.19215136766433716, + 0.06962398439645767 + ], + "top_frames": [ + 7, + 8, + 6 + ], + "selected_reward": -0.0067563182674348354 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged man with short hair and a bronzed face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a faded khaki multi-pocketed jacket and a large crimson backpack?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man ascending steep, weathered stone steps of the Great Wall with steady steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a low angle and slowly pan to the right following the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by golden evening sun casting long shadows against a deep sapphire blue sky with orange-red clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2016003429889679 + ], + "opposite_logprob_tokens": [ + -1.7016003131866455 + ], + "logprob_reward": -0.2016003429889679, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2016003429889679, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16629160940647125, + 0.13625486195087433, + 0.03495004400610924, + 0.04335659369826317, + 0.07906684279441833, + 0.09735257923603058, + 0.12893342971801758, + 0.07378248125314713, + 0.12209369242191315, + 0.11791783571243286 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.2016003429889679 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged man with short hair and a bronzed face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a faded khaki multi-pocketed jacket and a large crimson backpack?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man ascending steep, weathered stone steps of the Great Wall with steady steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a low angle and slowly pan to the right following the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by golden evening sun casting long shadows against a deep sapphire blue sky with orange-red clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34859204292297363 + ], + "opposite_logprob_tokens": [ + -1.2235920429229736 + ], + "logprob_reward": -0.34859204292297363, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34859204292297363, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08006156980991364, + 0.07179912179708481, + 0.09507548809051514, + 0.09234496206045151, + 0.13466690480709076, + 0.06048329174518585, + 0.07281061261892319, + 0.06355198472738266, + 0.1378220021724701, + 0.19138413667678833 + ], + "top_frames": [ + 9, + 8, + 4 + ], + "selected_reward": -0.34859204292297363 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged man with short hair and a bronzed face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a faded khaki multi-pocketed jacket and a large crimson backpack?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man ascending steep, weathered stone steps of the Great Wall with steady steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a low angle and slowly pan to the right following the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by golden evening sun casting long shadows against a deep sapphire blue sky with orange-red clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00762575538828969 + ], + "opposite_logprob_tokens": [ + -4.882625579833984 + ], + "logprob_reward": -0.00762575538828969, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00762575538828969, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32202374935150146, + 0.03201403468847275, + 0.047427453100681305, + 0.0345933772623539, + 0.038864217698574066, + 0.06855414062738419, + 0.23313595354557037, + 0.059819724410772324, + 0.042679090052843094, + 0.12088820338249207 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.00762575538828969 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_12/index_tensor([7645, 7645])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_12/index_tensor([7645, 7645])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..7213cd5e047eee1621a583a1339982d33eeb0dbd --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_12/index_tensor([7645, 7645])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Filmed from a static, extremely low angle, just inches from the ground, a Ford Mustang RTR SEN 5 and a Honda Civic Type R engage in a fierce, catastrophic clash. The camera's fixed position emphasizes the sheer scale and raw power of the two vehicles as their bodies collide in a brutal, inelastic collision. The Ford Mustang's chassis, painted glossy Electric Blue, showcasing its aggressive widebody kit and distinctive RTR grille, now presses fiercely against the side of the Honda Civic Type R, a machine rendered in vibrant Rally Red. The moment of impact is a frozen spectacle of destruction: the Mustang's front fender and the Civic's driver's door deform and fuse together, metal ripped and bent inward. The collision, rendered in an impactful graphic design style, unleashes an explosion of stylized effects; sharp, geometric fragments of silver and black metal fly from the collision point like graphic carriers, while oversized, starburst-shaped sparks burst forth in vibrant yellow and orange, boldly outlined. The scene is saturated with bold, high-contrast lighting that carves deep, dramatic shadows and casts sharp, shimmering highlights on the cars’ twisted surfaces, emphasizing the raw force of the collision and creating an atmosphere of tense, high-energy controlled chaos.", + "seed": 19486, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_12/index_7645_seed_19486_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.308659294154495, + "vlm_logprob": -0.308659294154495, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.308659294154495, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle, just inches from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a Ford Mustang RTR SEN 5 painted glossy Electric Blue with a widebody kit visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a Honda Civic Type R painted vibrant Rally Red visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the vehicles shown in a collision where the Mustang's front fender and the Civic's driver's door are deformed and fused together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sharp, geometric fragments of silver and black metal flying from the collision point?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.5061659812927246 + ], + "opposite_logprob_tokens": [ + -0.2561659812927246 + ], + "logprob_reward": -1.5061659812927246, + "yes_no_margin_reward": -1.25, + "token_credit_reward": -1.5061659812927246, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2915779650211334, + 0.04590487480163574, + 0.18456825613975525, + 0.043575312942266464, + 0.026875870302319527, + 0.1030319333076477, + 0.1349790245294571, + 0.06435822695493698, + 0.06400086730718613, + 0.04112771898508072 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -1.5061659812927246 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle, just inches from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a Ford Mustang RTR SEN 5 painted glossy Electric Blue with a widebody kit visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a Honda Civic Type R painted vibrant Rally Red visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the vehicles shown in a collision where the Mustang's front fender and the Civic's driver's door are deformed and fused together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sharp, geometric fragments of silver and black metal flying from the collision point?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006768632680177689 + ], + "opposite_logprob_tokens": [ + -5.006768703460693 + ], + "logprob_reward": -0.006768632680177689, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006768632680177689, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39982685446739197, + 0.08712474256753922, + 0.07457464188337326, + 0.04053623601794243, + 0.03391234949231148, + 0.11957500129938126, + 0.04538753256201744, + 0.08813855797052383, + 0.04934830963611603, + 0.06157585233449936 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.006768632680177689 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle, just inches from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a Ford Mustang RTR SEN 5 painted glossy Electric Blue with a widebody kit visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a Honda Civic Type R painted vibrant Rally Red visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the vehicles shown in a collision where the Mustang's front fender and the Civic's driver's door are deformed and fused together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sharp, geometric fragments of silver and black metal flying from the collision point?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036201435141265392 + ], + "opposite_logprob_tokens": [ + -5.628620147705078 + ], + "logprob_reward": -0.0036201435141265392, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036201435141265392, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1390133947134018, + 0.06522325426340103, + 0.12606669962406158, + 0.027096305042505264, + 0.03865784406661987, + 0.3028400242328644, + 0.037239592522382736, + 0.08241737633943558, + 0.0963219702243805, + 0.0851234644651413 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.0036201435141265392 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle, just inches from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a Ford Mustang RTR SEN 5 painted glossy Electric Blue with a widebody kit visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a Honda Civic Type R painted vibrant Rally Red visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the vehicles shown in a collision where the Mustang's front fender and the Civic's driver's door are deformed and fused together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sharp, geometric fragments of silver and black metal flying from the collision point?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012542887590825558 + ], + "opposite_logprob_tokens": [ + -4.387542724609375 + ], + "logprob_reward": -0.012542887590825558, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012542887590825558, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08149362355470657, + 0.04504862055182457, + 0.38510748744010925, + 0.08577749133110046, + 0.044224854558706284, + 0.05184296518564224, + 0.0475379154086113, + 0.09476272016763687, + 0.058624424040317535, + 0.10557997971773148 + ], + "top_frames": [ + 2, + 9, + 7 + ], + "selected_reward": -0.012542887590825558 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle, just inches from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a Ford Mustang RTR SEN 5 painted glossy Electric Blue with a widebody kit visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a Honda Civic Type R painted vibrant Rally Red visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the vehicles shown in a collision where the Mustang's front fender and the Civic's driver's door are deformed and fused together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sharp, geometric fragments of silver and black metal flying from the collision point?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01419882569462061 + ], + "opposite_logprob_tokens": [ + -4.2641987800598145 + ], + "logprob_reward": -0.01419882569462061, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01419882569462061, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13474304974079132, + 0.06701277196407318, + 0.32456597685813904, + 0.04492247849702835, + 0.10203944891691208, + 0.02691360004246235, + 0.0568925179541111, + 0.034533675760030746, + 0.041053954511880875, + 0.16732250154018402 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.01419882569462061 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Filmed from a static, extremely low angle, just inches from the ground, a Ford Mustang RTR SEN 5 and a Honda Civic Type R engage in a fierce, catastrophic clash. The camera's fixed position emphasizes the sheer scale and raw power of the two vehicles as their bodies collide in a brutal, inelastic collision. The Ford Mustang's chassis, painted glossy Electric Blue, showcasing its aggressive widebody kit and distinctive RTR grille, now presses fiercely against the side of the Honda Civic Type R, a machine rendered in vibrant Rally Red. The moment of impact is a frozen spectacle of destruction: the Mustang's front fender and the Civic's driver's door deform and fuse together, metal ripped and bent inward. The collision, rendered in an impactful graphic design style, unleashes an explosion of stylized effects; sharp, geometric fragments of silver and black metal fly from the collision point like graphic carriers, while oversized, starburst-shaped sparks burst forth in vibrant yellow and orange, boldly outlined. The scene is saturated with bold, high-contrast lighting that carves deep, dramatic shadows and casts sharp, shimmering highlights on the cars’ twisted surfaces, emphasizing the raw force of the collision and creating an atmosphere of tense, high-energy controlled chaos.", + "seed": 19487, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_12/index_7645_seed_19487_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.28800694642122837, + "vlm_logprob": -0.28800694642122837, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.28800694642122837, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle, just inches from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a Ford Mustang RTR SEN 5 painted glossy Electric Blue with a widebody kit visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a Honda Civic Type R painted vibrant Rally Red visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the vehicles shown in a collision where the Mustang's front fender and the Civic's driver's door are deformed and fused together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sharp, geometric fragments of silver and black metal flying from the collision point?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4102709293365479 + ], + "opposite_logprob_tokens": [ + -0.28527092933654785 + ], + "logprob_reward": -1.4102709293365479, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4102709293365479, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.13045133650302887, + 0.09717148542404175, + 0.122157022356987, + 0.05177341774106026, + 0.08661983907222748, + 0.1409623771905899, + 0.04749291017651558, + 0.06044313684105873, + 0.08758758008480072, + 0.17534089088439941 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -1.4102709293365479 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle, just inches from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a Ford Mustang RTR SEN 5 painted glossy Electric Blue with a widebody kit visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a Honda Civic Type R painted vibrant Rally Red visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the vehicles shown in a collision where the Mustang's front fender and the Civic's driver's door are deformed and fused together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sharp, geometric fragments of silver and black metal flying from the collision point?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004118889104574919 + ], + "opposite_logprob_tokens": [ + -5.504118919372559 + ], + "logprob_reward": -0.004118889104574919, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004118889104574919, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13016515970230103, + 0.1660224199295044, + 0.12764111161231995, + 0.15771205723285675, + 0.06316250562667847, + 0.06877146661281586, + 0.035650499165058136, + 0.08055613934993744, + 0.07241684943437576, + 0.09790181368589401 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.004118889104574919 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle, just inches from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a Ford Mustang RTR SEN 5 painted glossy Electric Blue with a widebody kit visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a Honda Civic Type R painted vibrant Rally Red visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the vehicles shown in a collision where the Mustang's front fender and the Civic's driver's door are deformed and fused together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sharp, geometric fragments of silver and black metal flying from the collision point?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019432486733421683 + ], + "opposite_logprob_tokens": [ + -6.251943111419678 + ], + "logprob_reward": -0.0019432486733421683, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019432486733421683, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13835981488227844, + 0.22753752768039703, + 0.11787305772304535, + 0.08362879604101181, + 0.035139333456754684, + 0.0699448212981224, + 0.09103243052959442, + 0.050345078110694885, + 0.07592690736055374, + 0.1102122887969017 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.0019432486733421683 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle, just inches from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a Ford Mustang RTR SEN 5 painted glossy Electric Blue with a widebody kit visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a Honda Civic Type R painted vibrant Rally Red visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the vehicles shown in a collision where the Mustang's front fender and the Civic's driver's door are deformed and fused together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sharp, geometric fragments of silver and black metal flying from the collision point?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607188768684864 + ], + "opposite_logprob_tokens": [ + -4.141071796417236 + ], + "logprob_reward": -0.01607188768684864, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607188768684864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0707876980304718, + 0.05239618197083473, + 0.1819017380475998, + 0.055437833070755005, + 0.04746665060520172, + 0.08782055974006653, + 0.07747985422611237, + 0.20050472021102905, + 0.07522962242364883, + 0.15097512304782867 + ], + "top_frames": [ + 7, + 2, + 9 + ], + "selected_reward": -0.01607188768684864 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle, just inches from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a Ford Mustang RTR SEN 5 painted glossy Electric Blue with a widebody kit visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a Honda Civic Type R painted vibrant Rally Red visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the vehicles shown in a collision where the Mustang's front fender and the Civic's driver's door are deformed and fused together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sharp, geometric fragments of silver and black metal flying from the collision point?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007629777304828167 + ], + "opposite_logprob_tokens": [ + -4.882629871368408 + ], + "logprob_reward": -0.007629777304828167, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007629777304828167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07854316383600235, + 0.07212679088115692, + 0.06490364670753479, + 0.15205799043178558, + 0.03485582768917084, + 0.10618951171636581, + 0.03965579718351364, + 0.1648353636264801, + 0.19244234263896942, + 0.09438959509134293 + ], + "top_frames": [ + 8, + 7, + 3 + ], + "selected_reward": -0.007629777304828167 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Filmed from a static, extremely low angle, just inches from the ground, a Ford Mustang RTR SEN 5 and a Honda Civic Type R engage in a fierce, catastrophic clash. The camera's fixed position emphasizes the sheer scale and raw power of the two vehicles as their bodies collide in a brutal, inelastic collision. The Ford Mustang's chassis, painted glossy Electric Blue, showcasing its aggressive widebody kit and distinctive RTR grille, now presses fiercely against the side of the Honda Civic Type R, a machine rendered in vibrant Rally Red. The moment of impact is a frozen spectacle of destruction: the Mustang's front fender and the Civic's driver's door deform and fuse together, metal ripped and bent inward. The collision, rendered in an impactful graphic design style, unleashes an explosion of stylized effects; sharp, geometric fragments of silver and black metal fly from the collision point like graphic carriers, while oversized, starburst-shaped sparks burst forth in vibrant yellow and orange, boldly outlined. The scene is saturated with bold, high-contrast lighting that carves deep, dramatic shadows and casts sharp, shimmering highlights on the cars’ twisted surfaces, emphasizing the raw force of the collision and creating an atmosphere of tense, high-energy controlled chaos.", + "seed": 19488, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_12/index_7645_seed_19488_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2746439754031599, + "vlm_logprob": -0.2746439754031599, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.2746439754031599, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle, just inches from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a Ford Mustang RTR SEN 5 painted glossy Electric Blue with a widebody kit visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a Honda Civic Type R painted vibrant Rally Red visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the vehicles shown in a collision where the Mustang's front fender and the Civic's driver's door are deformed and fused together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sharp, geometric fragments of silver and black metal flying from the collision point?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3180538415908813 + ], + "opposite_logprob_tokens": [ + -0.31805387139320374 + ], + "logprob_reward": -1.3180538415908813, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.3180538415908813, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.18093274533748627, + 0.06463580578565598, + 0.16991524398326874, + 0.09294290095567703, + 0.049038950353860855, + 0.13554184138774872, + 0.058465391397476196, + 0.12194192409515381, + 0.026437992230057716, + 0.10014721751213074 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -1.3180538415908813 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle, just inches from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a Ford Mustang RTR SEN 5 painted glossy Electric Blue with a widebody kit visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a Honda Civic Type R painted vibrant Rally Red visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the vehicles shown in a collision where the Mustang's front fender and the Civic's driver's door are deformed and fused together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sharp, geometric fragments of silver and black metal flying from the collision point?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005978558212518692 + ], + "opposite_logprob_tokens": [ + -5.130978584289551 + ], + "logprob_reward": -0.005978558212518692, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005978558212518692, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22068165242671967, + 0.22426113486289978, + 0.1432681530714035, + 0.04785952717065811, + 0.05484801158308983, + 0.11740999668836594, + 0.05623283237218857, + 0.031705282628536224, + 0.020805656909942627, + 0.0829276517033577 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.005978558212518692 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle, just inches from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a Ford Mustang RTR SEN 5 painted glossy Electric Blue with a widebody kit visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a Honda Civic Type R painted vibrant Rally Red visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the vehicles shown in a collision where the Mustang's front fender and the Civic's driver's door are deformed and fused together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sharp, geometric fragments of silver and black metal flying from the collision point?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004645151551812887 + ], + "opposite_logprob_tokens": [ + -5.379645347595215 + ], + "logprob_reward": -0.004645151551812887, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004645151551812887, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.284822016954422, + 0.37153980135917664, + 0.04765232652425766, + 0.03812822327017784, + 0.04281686246395111, + 0.07410063594579697, + 0.024746494367718697, + 0.059786275029182434, + 0.012218321673572063, + 0.044188980013132095 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.004645151551812887 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle, just inches from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a Ford Mustang RTR SEN 5 painted glossy Electric Blue with a widebody kit visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a Honda Civic Type R painted vibrant Rally Red visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the vehicles shown in a collision where the Mustang's front fender and the Civic's driver's door are deformed and fused together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sharp, geometric fragments of silver and black metal flying from the collision point?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026354903355240822 + ], + "opposite_logprob_tokens": [ + -3.6513547897338867 + ], + "logprob_reward": -0.026354903355240822, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026354903355240822, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1491733193397522, + 0.05457005649805069, + 0.19263537228107452, + 0.05812431126832962, + 0.06950178742408752, + 0.044172003865242004, + 0.043728481978178024, + 0.26226699352264404, + 0.04375101998448372, + 0.08207666128873825 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.026354903355240822 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle, just inches from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a Ford Mustang RTR SEN 5 painted glossy Electric Blue with a widebody kit visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a Honda Civic Type R painted vibrant Rally Red visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the vehicles shown in a collision where the Mustang's front fender and the Civic's driver's door are deformed and fused together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sharp, geometric fragments of silver and black metal flying from the collision point?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018187422305345535 + ], + "opposite_logprob_tokens": [ + -4.018187522888184 + ], + "logprob_reward": -0.018187422305345535, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018187422305345535, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20072095096111298, + 0.04046591743826866, + 0.3256831765174866, + 0.06098141148686409, + 0.0674026608467102, + 0.06799615919589996, + 0.056179214268922806, + 0.11255815625190735, + 0.020299525931477547, + 0.047712814062833786 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.018187422305345535 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Filmed from a static, extremely low angle, just inches from the ground, a Ford Mustang RTR SEN 5 and a Honda Civic Type R engage in a fierce, catastrophic clash. The camera's fixed position emphasizes the sheer scale and raw power of the two vehicles as their bodies collide in a brutal, inelastic collision. The Ford Mustang's chassis, painted glossy Electric Blue, showcasing its aggressive widebody kit and distinctive RTR grille, now presses fiercely against the side of the Honda Civic Type R, a machine rendered in vibrant Rally Red. The moment of impact is a frozen spectacle of destruction: the Mustang's front fender and the Civic's driver's door deform and fuse together, metal ripped and bent inward. The collision, rendered in an impactful graphic design style, unleashes an explosion of stylized effects; sharp, geometric fragments of silver and black metal fly from the collision point like graphic carriers, while oversized, starburst-shaped sparks burst forth in vibrant yellow and orange, boldly outlined. The scene is saturated with bold, high-contrast lighting that carves deep, dramatic shadows and casts sharp, shimmering highlights on the cars’ twisted surfaces, emphasizing the raw force of the collision and creating an atmosphere of tense, high-energy controlled chaos.", + "seed": 19489, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_12/index_7645_seed_19489_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.39163498654961587, + "vlm_logprob": -0.39163498654961587, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.39163498654961587, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle, just inches from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a Ford Mustang RTR SEN 5 painted glossy Electric Blue with a widebody kit visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a Honda Civic Type R painted vibrant Rally Red visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the vehicles shown in a collision where the Mustang's front fender and the Civic's driver's door are deformed and fused together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sharp, geometric fragments of silver and black metal flying from the collision point?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.912960171699524 + ], + "opposite_logprob_tokens": [ + -0.16296015679836273 + ], + "logprob_reward": -1.912960171699524, + "yes_no_margin_reward": -1.75, + "token_credit_reward": -1.912960171699524, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11618274450302124, + 0.117513507604599, + 0.13602560758590698, + 0.08242563158273697, + 0.1934041976928711, + 0.08471076935529709, + 0.08486605435609818, + 0.05674159526824951, + 0.07526196539402008, + 0.05286792665719986 + ], + "top_frames": [ + 4, + 2, + 1 + ], + "selected_reward": -1.912960171699524 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle, just inches from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a Ford Mustang RTR SEN 5 painted glossy Electric Blue with a widebody kit visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a Honda Civic Type R painted vibrant Rally Red visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the vehicles shown in a collision where the Mustang's front fender and the Civic's driver's door are deformed and fused together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sharp, geometric fragments of silver and black metal flying from the collision point?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012583266012370586 + ], + "opposite_logprob_tokens": [ + -4.387583255767822 + ], + "logprob_reward": -0.012583266012370586, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012583266012370586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06174621731042862, + 0.06728746742010117, + 0.06576209515333176, + 0.04626183211803436, + 0.42230352759361267, + 0.0325896330177784, + 0.047481752932071686, + 0.1497780978679657, + 0.06043515354394913, + 0.046354249119758606 + ], + "top_frames": [ + 4, + 7, + 1 + ], + "selected_reward": -0.012583266012370586 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle, just inches from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a Ford Mustang RTR SEN 5 painted glossy Electric Blue with a widebody kit visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a Honda Civic Type R painted vibrant Rally Red visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the vehicles shown in a collision where the Mustang's front fender and the Civic's driver's door are deformed and fused together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sharp, geometric fragments of silver and black metal flying from the collision point?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008648086339235306 + ], + "opposite_logprob_tokens": [ + -4.758647918701172 + ], + "logprob_reward": -0.008648086339235306, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008648086339235306, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15265733003616333, + 0.02817635051906109, + 0.06092464551329613, + 0.04045090824365616, + 0.5019735097885132, + 0.04063676670193672, + 0.03468439728021622, + 0.03557108715176582, + 0.04720516502857208, + 0.057719770818948746 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.008648086339235306 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle, just inches from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a Ford Mustang RTR SEN 5 painted glossy Electric Blue with a widebody kit visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a Honda Civic Type R painted vibrant Rally Red visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the vehicles shown in a collision where the Mustang's front fender and the Civic's driver's door are deformed and fused together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sharp, geometric fragments of silver and black metal flying from the collision point?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014201411046087742 + ], + "opposite_logprob_tokens": [ + -4.264201641082764 + ], + "logprob_reward": -0.014201411046087742, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014201411046087742, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15813292562961578, + 0.10177446156740189, + 0.1403634250164032, + 0.0309006255120039, + 0.21457265317440033, + 0.08268188685178757, + 0.03772592172026634, + 0.10593882948160172, + 0.0903928205370903, + 0.03751646727323532 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.014201411046087742 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle, just inches from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a Ford Mustang RTR SEN 5 painted glossy Electric Blue with a widebody kit visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a Honda Civic Type R painted vibrant Rally Red visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the vehicles shown in a collision where the Mustang's front fender and the Civic's driver's door are deformed and fused together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are sharp, geometric fragments of silver and black metal flying from the collision point?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978199765086174 + ], + "opposite_logprob_tokens": [ + -4.634781837463379 + ], + "logprob_reward": -0.00978199765086174, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978199765086174, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20672616362571716, + 0.09824195504188538, + 0.0979108214378357, + 0.024975283071398735, + 0.21842801570892334, + 0.09632732719182968, + 0.06733345240354538, + 0.05232224985957146, + 0.09849721938371658, + 0.03923757001757622 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.00978199765086174 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_13/index_tensor([2074, 2074])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_13/index_tensor([2074, 2074])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..3beb8ba5d0af30742ac5a6f45a468732c7508987 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_13/index_tensor([2074, 2074])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "From a drone's bird's-eye perspective, the camera slowly and steadily drifts forward, offering a comprehensive and immersive view of a vast, vibrant natural scene. The landscape is dominated by a field of blooming red poppies. Their delicate, paper-thin petals create a brilliant sea of crimson, contrasting beautifully with the lush, dark green foliage of their stems and leaves. Organically interspersed among the poppies are clusters of small white and sunny yellow wildflowers, whose bright, cheerful colors enhance the scene's rich diversity. The entire field is bathed in the warm, soft light of the afternoon sun, deeply saturating colors and casting soft, elongated shadows that add depth and texture to the landscape. A gentle breeze sways the countless flower heads in a gentle, hypnotic rhythm, creating a tranquil and picturesque atmosphere that celebrates the botanical richness and wild beauty.", + "seed": 2221, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_13/index_2074_seed_2221_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.4339499951107427, + "vlm_logprob": -0.4339499951107427, + "vlm_yes_no_margin": 2.65, + "vlm_token_credit": -0.4339499951107427, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a drone's bird's-eye perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily drift forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the landscape dominated by a field of blooming red poppies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are clusters of small white and sunny yellow wildflowers interspersed among the poppies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the flowers swaying in a gentle breeze creating a rhythmic motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.9128838777542114 + ], + "opposite_logprob_tokens": [ + -0.16288389265537262 + ], + "logprob_reward": -1.9128838777542114, + "yes_no_margin_reward": -1.75, + "token_credit_reward": -1.9128838777542114, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.17106202244758606, + 0.06486277282238007, + 0.07321120798587799, + 0.056598130613565445, + 0.42255377769470215, + 0.030024122446775436, + 0.037719499319791794, + 0.017901187762618065, + 0.08361417800188065, + 0.04245304688811302 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -1.9128838777542114 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a drone's bird's-eye perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily drift forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the landscape dominated by a field of blooming red poppies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are clusters of small white and sunny yellow wildflowers interspersed among the poppies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the flowers swaying in a gentle breeze creating a rhythmic motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1604406088590622 + ], + "opposite_logprob_tokens": [ + -1.9104405641555786 + ], + "logprob_reward": -0.1604406088590622, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1604406088590622, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07350380718708038, + 0.09909412264823914, + 0.13881833851337433, + 0.10553999990224838, + 0.11074969917535782, + 0.07283541560173035, + 0.07306139171123505, + 0.029122333973646164, + 0.2473464459180832, + 0.04992838576436043 + ], + "top_frames": [ + 8, + 2, + 4 + ], + "selected_reward": -0.1604406088590622 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a drone's bird's-eye perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily drift forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the landscape dominated by a field of blooming red poppies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are clusters of small white and sunny yellow wildflowers interspersed among the poppies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the flowers swaying in a gentle breeze creating a rhythmic motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001347706071101129 + ], + "opposite_logprob_tokens": [ + -6.626347541809082 + ], + "logprob_reward": -0.001347706071101129, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.001347706071101129, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07621382921934128, + 0.05685020238161087, + 0.06941264867782593, + 0.058299385011196136, + 0.2675630450248718, + 0.24769224226474762, + 0.04584768787026405, + 0.015221543610095978, + 0.12654118239879608, + 0.03635821118950844 + ], + "top_frames": [ + 4, + 5, + 8 + ], + "selected_reward": -0.001347706071101129 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a drone's bird's-eye perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily drift forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the landscape dominated by a field of blooming red poppies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are clusters of small white and sunny yellow wildflowers interspersed among the poppies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the flowers swaying in a gentle breeze creating a rhythmic motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01608162373304367 + ], + "opposite_logprob_tokens": [ + -4.141081809997559 + ], + "logprob_reward": -0.01608162373304367, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01608162373304367, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.045378610491752625, + 0.06365173310041428, + 0.04604724422097206, + 0.11399659514427185, + 0.0427682064473629, + 0.4870871305465698, + 0.03849797323346138, + 0.04537074640393257, + 0.07833737879991531, + 0.03886433318257332 + ], + "top_frames": [ + 5, + 3, + 8 + ], + "selected_reward": -0.01608162373304367 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a drone's bird's-eye perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily drift forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the landscape dominated by a field of blooming red poppies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are clusters of small white and sunny yellow wildflowers interspersed among the poppies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the flowers swaying in a gentle breeze creating a rhythmic motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899615913629532 + ], + "opposite_logprob_tokens": [ + -2.578996181488037 + ], + "logprob_reward": -0.07899615913629532, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899615913629532, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13506533205509186, + 0.06423580646514893, + 0.07671287655830383, + 0.07303163409233093, + 0.2930581867694855, + 0.07497720420360565, + 0.03939488157629967, + 0.013519322499632835, + 0.21364551782608032, + 0.016359256580471992 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.07899615913629532 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "From a drone's bird's-eye perspective, the camera slowly and steadily drifts forward, offering a comprehensive and immersive view of a vast, vibrant natural scene. The landscape is dominated by a field of blooming red poppies. Their delicate, paper-thin petals create a brilliant sea of crimson, contrasting beautifully with the lush, dark green foliage of their stems and leaves. Organically interspersed among the poppies are clusters of small white and sunny yellow wildflowers, whose bright, cheerful colors enhance the scene's rich diversity. The entire field is bathed in the warm, soft light of the afternoon sun, deeply saturating colors and casting soft, elongated shadows that add depth and texture to the landscape. A gentle breeze sways the countless flower heads in a gentle, hypnotic rhythm, creating a tranquil and picturesque atmosphere that celebrates the botanical richness and wild beauty.", + "seed": 2222, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_13/index_2074_seed_2222_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.2578344841254875, + "vlm_logprob": -0.2578344841254875, + "vlm_yes_no_margin": 2.95, + "vlm_token_credit": -0.2578344841254875, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a drone's bird's-eye perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily drift forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the landscape dominated by a field of blooming red poppies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are clusters of small white and sunny yellow wildflowers interspersed among the poppies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the flowers swaying in a gentle breeze creating a rhythmic motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9773886203765869 + ], + "opposite_logprob_tokens": [ + -0.4773885905742645 + ], + "logprob_reward": -0.9773886203765869, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9773886203765869, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.21251092851161957, + 0.06733717769384384, + 0.04845532774925232, + 0.10897865891456604, + 0.06158033385872841, + 0.07940959930419922, + 0.20448505878448486, + 0.08290744572877884, + 0.07346837222576141, + 0.060867100954055786 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.9773886203765869 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a drone's bird's-eye perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily drift forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the landscape dominated by a field of blooming red poppies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are clusters of small white and sunny yellow wildflowers interspersed among the poppies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the flowers swaying in a gentle breeze creating a rhythmic motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1003497838973999 + ], + "opposite_logprob_tokens": [ + -2.3503499031066895 + ], + "logprob_reward": -0.1003497838973999, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1003497838973999, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35223841667175293, + 0.08561787754297256, + 0.11812170594930649, + 0.09616480767726898, + 0.0578140988945961, + 0.038829267024993896, + 0.09742562472820282, + 0.08034633100032806, + 0.04809986427426338, + 0.02534196898341179 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.1003497838973999 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a drone's bird's-eye perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily drift forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the landscape dominated by a field of blooming red poppies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are clusters of small white and sunny yellow wildflowers interspersed among the poppies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the flowers swaying in a gentle breeze creating a rhythmic motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011892396723851562 + ], + "opposite_logprob_tokens": [ + -6.751189231872559 + ], + "logprob_reward": -0.0011892396723851562, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011892396723851562, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16171038150787354, + 0.05366705358028412, + 0.041128817945718765, + 0.06831029802560806, + 0.024334345012903214, + 0.06863880157470703, + 0.48903119564056396, + 0.035383667796850204, + 0.03203009068965912, + 0.025765318423509598 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.0011892396723851562 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a drone's bird's-eye perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily drift forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the landscape dominated by a field of blooming red poppies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are clusters of small white and sunny yellow wildflowers interspersed among the poppies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the flowers swaying in a gentle breeze creating a rhythmic motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008648322895169258 + ], + "opposite_logprob_tokens": [ + -4.75864839553833 + ], + "logprob_reward": -0.008648322895169258, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008648322895169258, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19813738763332367, + 0.12017907947301865, + 0.16691724956035614, + 0.06632250547409058, + 0.07900569587945938, + 0.06689297407865524, + 0.1422695517539978, + 0.09032382816076279, + 0.04479745402932167, + 0.025154275819659233 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.008648322895169258 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a drone's bird's-eye perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily drift forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the landscape dominated by a field of blooming red poppies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are clusters of small white and sunny yellow wildflowers interspersed among the poppies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the flowers swaying in a gentle breeze creating a rhythmic motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2015964537858963 + ], + "opposite_logprob_tokens": [ + -1.7015964984893799 + ], + "logprob_reward": -0.2015964537858963, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2015964537858963, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09654179215431213, + 0.03954976052045822, + 0.10079412907361984, + 0.1408274918794632, + 0.06988798826932907, + 0.04689881205558777, + 0.4229000508785248, + 0.03940046206116676, + 0.01974734291434288, + 0.02345220558345318 + ], + "top_frames": [ + 6, + 3, + 2 + ], + "selected_reward": -0.2015964537858963 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "From a drone's bird's-eye perspective, the camera slowly and steadily drifts forward, offering a comprehensive and immersive view of a vast, vibrant natural scene. The landscape is dominated by a field of blooming red poppies. Their delicate, paper-thin petals create a brilliant sea of crimson, contrasting beautifully with the lush, dark green foliage of their stems and leaves. Organically interspersed among the poppies are clusters of small white and sunny yellow wildflowers, whose bright, cheerful colors enhance the scene's rich diversity. The entire field is bathed in the warm, soft light of the afternoon sun, deeply saturating colors and casting soft, elongated shadows that add depth and texture to the landscape. A gentle breeze sways the countless flower heads in a gentle, hypnotic rhythm, creating a tranquil and picturesque atmosphere that celebrates the botanical richness and wild beauty.", + "seed": 2223, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_13/index_2074_seed_2223_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.18470296860905364, + "vlm_logprob": -0.18470296860905364, + "vlm_yes_no_margin": 3.325, + "vlm_token_credit": -0.18470296860905364, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a drone's bird's-eye perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily drift forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the landscape dominated by a field of blooming red poppies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are clusters of small white and sunny yellow wildflowers interspersed among the poppies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the flowers swaying in a gentle breeze creating a rhythmic motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5346921682357788 + ], + "opposite_logprob_tokens": [ + -0.9096921682357788 + ], + "logprob_reward": -0.5346921682357788, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5346921682357788, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12205292284488678, + 0.06773609668016434, + 0.08107024431228638, + 0.046667031943798065, + 0.05537734553217888, + 0.23383457958698273, + 0.13377884030342102, + 0.055131230503320694, + 0.14213378727436066, + 0.06221788376569748 + ], + "top_frames": [ + 5, + 8, + 6 + ], + "selected_reward": -0.5346921682357788 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a drone's bird's-eye perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily drift forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the landscape dominated by a field of blooming red poppies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are clusters of small white and sunny yellow wildflowers interspersed among the poppies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the flowers swaying in a gentle breeze creating a rhythmic motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10034514963626862 + ], + "opposite_logprob_tokens": [ + -2.3503451347351074 + ], + "logprob_reward": -0.10034514963626862, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10034514963626862, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1020023375749588, + 0.07706277072429657, + 0.04423229768872261, + 0.02475813776254654, + 0.04495396465063095, + 0.1327625811100006, + 0.2941012382507324, + 0.06258534640073776, + 0.009343260899186134, + 0.20819805562496185 + ], + "top_frames": [ + 6, + 9, + 5 + ], + "selected_reward": -0.10034514963626862 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a drone's bird's-eye perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily drift forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the landscape dominated by a field of blooming red poppies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are clusters of small white and sunny yellow wildflowers interspersed among the poppies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the flowers swaying in a gentle breeze creating a rhythmic motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0003965306677855551 + ], + "opposite_logprob_tokens": [ + -7.875396728515625 + ], + "logprob_reward": -0.0003965306677855551, + "yes_no_margin_reward": 7.875, + "token_credit_reward": -0.0003965306677855551, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1509987711906433, + 0.07127904146909714, + 0.04535791650414467, + 0.07382471114397049, + 0.046951744705438614, + 0.21730199456214905, + 0.15128882229328156, + 0.0516977496445179, + 0.13876622915267944, + 0.05253300443291664 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.0003965306677855551 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a drone's bird's-eye perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily drift forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the landscape dominated by a field of blooming red poppies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are clusters of small white and sunny yellow wildflowers interspersed among the poppies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the flowers swaying in a gentle breeze creating a rhythmic motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006744359154254198 + ], + "opposite_logprob_tokens": [ + -5.006744384765625 + ], + "logprob_reward": -0.006744359154254198, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006744359154254198, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15044298768043518, + 0.05343904718756676, + 0.09647248685359955, + 0.04146211966872215, + 0.1106194257736206, + 0.27030709385871887, + 0.07074319571256638, + 0.029376965016126633, + 0.023229246959090233, + 0.15390731394290924 + ], + "top_frames": [ + 5, + 9, + 0 + ], + "selected_reward": -0.006744359154254198 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a drone's bird's-eye perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily drift forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the landscape dominated by a field of blooming red poppies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are clusters of small white and sunny yellow wildflowers interspersed among the poppies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the flowers swaying in a gentle breeze creating a rhythmic motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28133663535118103 + ], + "opposite_logprob_tokens": [ + -1.4063366651535034 + ], + "logprob_reward": -0.28133663535118103, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28133663535118103, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18008525669574738, + 0.08140242844820023, + 0.022770414128899574, + 0.017819272354245186, + 0.21734857559204102, + 0.2982071042060852, + 0.04662173613905907, + 0.025307578966021538, + 0.0652003288269043, + 0.04523724690079689 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.28133663535118103 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "From a drone's bird's-eye perspective, the camera slowly and steadily drifts forward, offering a comprehensive and immersive view of a vast, vibrant natural scene. The landscape is dominated by a field of blooming red poppies. Their delicate, paper-thin petals create a brilliant sea of crimson, contrasting beautifully with the lush, dark green foliage of their stems and leaves. Organically interspersed among the poppies are clusters of small white and sunny yellow wildflowers, whose bright, cheerful colors enhance the scene's rich diversity. The entire field is bathed in the warm, soft light of the afternoon sun, deeply saturating colors and casting soft, elongated shadows that add depth and texture to the landscape. A gentle breeze sways the countless flower heads in a gentle, hypnotic rhythm, creating a tranquil and picturesque atmosphere that celebrates the botanical richness and wild beauty.", + "seed": 2224, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_13/index_2074_seed_2224_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.3053815322462469, + "vlm_logprob": -0.3053815322462469, + "vlm_yes_no_margin": 3.1499999880790712, + "vlm_token_credit": -0.3053815322462469, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a drone's bird's-eye perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily drift forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the landscape dominated by a field of blooming red poppies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are clusters of small white and sunny yellow wildflowers interspersed among the poppies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the flowers swaying in a gentle breeze creating a rhythmic motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2276411056518555 + ], + "opposite_logprob_tokens": [ + -0.3526410460472107 + ], + "logprob_reward": -1.2276411056518555, + "yes_no_margin_reward": -0.8750000596046448, + "token_credit_reward": -1.2276411056518555, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.7873408794403076, + 0.03201010450720787, + 0.03090205416083336, + 0.03854857385158539, + 0.018100343644618988, + 0.019657814875245094, + 0.030777812004089355, + 0.008007203228771687, + 0.014454618096351624, + 0.020200705155730247 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -1.2276411056518555 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a drone's bird's-eye perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily drift forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the landscape dominated by a field of blooming red poppies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are clusters of small white and sunny yellow wildflowers interspersed among the poppies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the flowers swaying in a gentle breeze creating a rhythmic motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11297813057899475 + ], + "opposite_logprob_tokens": [ + -2.237978219985962 + ], + "logprob_reward": -0.11297813057899475, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11297813057899475, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.45095711946487427, + 0.0402153842151165, + 0.06743280589580536, + 0.06169629096984863, + 0.052428435534238815, + 0.061465710401535034, + 0.1278185397386551, + 0.029884107410907745, + 0.03545407950878143, + 0.07264753431081772 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.11297813057899475 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a drone's bird's-eye perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily drift forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the landscape dominated by a field of blooming red poppies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are clusters of small white and sunny yellow wildflowers interspersed among the poppies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the flowers swaying in a gentle breeze creating a rhythmic motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00044276448898017406 + ], + "opposite_logprob_tokens": [ + -7.750442981719971 + ], + "logprob_reward": -0.00044276448898017406, + "yes_no_margin_reward": 7.75, + "token_credit_reward": -0.00044276448898017406, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7492377161979675, + 0.022346556186676025, + 0.03464673459529877, + 0.033468689769506454, + 0.009435703977942467, + 0.031234949827194214, + 0.04118138924241066, + 0.02837805263698101, + 0.02281161956489086, + 0.027258558198809624 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.00044276448898017406 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a drone's bird's-eye perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily drift forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the landscape dominated by a field of blooming red poppies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are clusters of small white and sunny yellow wildflowers interspersed among the poppies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the flowers swaying in a gentle breeze creating a rhythmic motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005953910294920206 + ], + "opposite_logprob_tokens": [ + -5.130953788757324 + ], + "logprob_reward": -0.005953910294920206, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005953910294920206, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3413708508014679, + 0.3172833323478699, + 0.07016368955373764, + 0.05414242669939995, + 0.05599311739206314, + 0.07516518235206604, + 0.021676406264305115, + 0.022512493655085564, + 0.014046522788703442, + 0.027645954862236977 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.005953910294920206 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a drone's bird's-eye perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily drift forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the landscape dominated by a field of blooming red poppies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are clusters of small white and sunny yellow wildflowers interspersed among the poppies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the flowers swaying in a gentle breeze creating a rhythmic motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17989175021648407 + ], + "opposite_logprob_tokens": [ + -1.8048917055130005 + ], + "logprob_reward": -0.17989175021648407, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17989175021648407, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5912071466445923, + 0.1209266409277916, + 0.056557878851890564, + 0.02135849930346012, + 0.030602075159549713, + 0.06834669411182404, + 0.04731637239456177, + 0.012497399933636189, + 0.032517965883016586, + 0.01866939850151539 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.17989175021648407 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_14/index_tensor([7755, 7755])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_14/index_tensor([7755, 7755])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0f16eba4cba345d8e35e52e3040aeb5d1c989777 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_14/index_tensor([7755, 7755])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "macro close-up shot, taken from a slightly overhead perspective, the camera remains still, focusing the viewer's attention squarely on a pair of steady and deft hands meticulously carving an ice sculpture. A cool spotlight shines diagonally from above, illuminating the subject on a dark stone workbench: a crystal-clear, angular block of ice. One hand, clad in a non-slip black glove, firmly grasps the edge of the block, while the other, bare, with intense concentration, steadily and calmly manipulates a fine carving knife that gleams with a cold metallic sheen. The tip of the knife gently and precisely glides across the ice. With subtle movements of the wrist, the intricate and delicate texture of the forming ice flower is gradually outlined, each incision releasing strands of hair-like ice shavings. Light penetrates the pure ice, refracting within it as captivating specks of light. The edges of the newly carved petals capture and reflect the brilliant light, complementing the surrounding fine ice crystals. Against the backdrop of a dark background, the entire picture presents an extreme sense of tranquility and concentration, full of awe for exquisite craftsmanship and the beauty of the moment.", + "seed": 7376, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_14/index_7755_seed_7376_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1451005067676306, + "vlm_logprob": -0.1451005067676306, + "vlm_yes_no_margin": 2.7, + "vlm_token_credit": -0.1451005067676306, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up taken from a slightly overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are a pair of hands visible, one wearing a non-slip black glove and the other bare?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fine carving knife with a cold metallic sheen being used to carve a crystal-clear block of ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cool spotlight shining diagonally from above to illuminate the scene on a dark stone workbench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03387627378106117 + ], + "opposite_logprob_tokens": [ + -4.908876419067383 + ], + "logprob_reward": -0.03387627378106117, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.03387627378106117, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15297150611877441, + 0.09742461889982224, + 0.10484860837459564, + 0.09849105775356293, + 0.0735018402338028, + 0.0501755028963089, + 0.11658810079097748, + 0.06837474554777145, + 0.05412200465798378, + 0.18350206315517426 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.03387627378106117 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up taken from a slightly overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are a pair of hands visible, one wearing a non-slip black glove and the other bare?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fine carving knife with a cold metallic sheen being used to carve a crystal-clear block of ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cool spotlight shining diagonally from above to illuminate the scene on a dark stone workbench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42892706394195557 + ], + "opposite_logprob_tokens": [ + -1.0539270639419556 + ], + "logprob_reward": -0.42892706394195557, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.42892706394195557, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06319107115268707, + 0.10024870932102203, + 0.036984093487262726, + 0.10779079049825668, + 0.027555352076888084, + 0.017614008858799934, + 0.060261160135269165, + 0.09647475183010101, + 0.061713118106126785, + 0.428166925907135 + ], + "top_frames": [ + 9, + 3, + 1 + ], + "selected_reward": -0.42892706394195557 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up taken from a slightly overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are a pair of hands visible, one wearing a non-slip black glove and the other bare?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fine carving knife with a cold metallic sheen being used to carve a crystal-clear block of ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cool spotlight shining diagonally from above to illuminate the scene on a dark stone workbench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16040009260177612 + ], + "opposite_logprob_tokens": [ + -1.910400152206421 + ], + "logprob_reward": -0.16040009260177612, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16040009260177612, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22919461131095886, + 0.1714257448911667, + 0.0875411406159401, + 0.049505867063999176, + 0.1023860052227974, + 0.13665108382701874, + 0.02747759036719799, + 0.03277302533388138, + 0.027279673144221306, + 0.1357652246952057 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.16040009260177612 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up taken from a slightly overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are a pair of hands visible, one wearing a non-slip black glove and the other bare?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fine carving knife with a cold metallic sheen being used to carve a crystal-clear block of ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cool spotlight shining diagonally from above to illuminate the scene on a dark stone workbench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02330426312983036 + ], + "opposite_logprob_tokens": [ + -3.7733042240142822 + ], + "logprob_reward": -0.02330426312983036, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02330426312983036, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09150567650794983, + 0.13374681770801544, + 0.08105042576789856, + 0.07561122626066208, + 0.24038702249526978, + 0.07834827899932861, + 0.047864917665719986, + 0.025027934461832047, + 0.06206364929676056, + 0.1643940657377243 + ], + "top_frames": [ + 4, + 9, + 1 + ], + "selected_reward": -0.02330426312983036 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up taken from a slightly overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are a pair of hands visible, one wearing a non-slip black glove and the other bare?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fine carving knife with a cold metallic sheen being used to carve a crystal-clear block of ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cool spotlight shining diagonally from above to illuminate the scene on a dark stone workbench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899484038352966 + ], + "opposite_logprob_tokens": [ + -2.5789947509765625 + ], + "logprob_reward": -0.07899484038352966, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899484038352966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1071850135922432, + 0.05227598547935486, + 0.0847473070025444, + 0.08516012132167816, + 0.09566541761159897, + 0.34198716282844543, + 0.03570876643061638, + 0.05661066249012947, + 0.04413231834769249, + 0.09652730077505112 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.07899484038352966 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "macro close-up shot, taken from a slightly overhead perspective, the camera remains still, focusing the viewer's attention squarely on a pair of steady and deft hands meticulously carving an ice sculpture. A cool spotlight shines diagonally from above, illuminating the subject on a dark stone workbench: a crystal-clear, angular block of ice. One hand, clad in a non-slip black glove, firmly grasps the edge of the block, while the other, bare, with intense concentration, steadily and calmly manipulates a fine carving knife that gleams with a cold metallic sheen. The tip of the knife gently and precisely glides across the ice. With subtle movements of the wrist, the intricate and delicate texture of the forming ice flower is gradually outlined, each incision releasing strands of hair-like ice shavings. Light penetrates the pure ice, refracting within it as captivating specks of light. The edges of the newly carved petals capture and reflect the brilliant light, complementing the surrounding fine ice crystals. Against the backdrop of a dark background, the entire picture presents an extreme sense of tranquility and concentration, full of awe for exquisite craftsmanship and the beauty of the moment.", + "seed": 7377, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_14/index_7755_seed_7377_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.17681887093931437, + "vlm_logprob": -0.17681887093931437, + "vlm_yes_no_margin": 3.125, + "vlm_token_credit": -0.17681887093931437, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up taken from a slightly overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are a pair of hands visible, one wearing a non-slip black glove and the other bare?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fine carving knife with a cold metallic sheen being used to carve a crystal-clear block of ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cool spotlight shining diagonally from above to illuminate the scene on a dark stone workbench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012866809964179993 + ], + "opposite_logprob_tokens": [ + -5.262866973876953 + ], + "logprob_reward": -0.012866809964179993, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.012866809964179993, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2162703275680542, + 0.10895884037017822, + 0.06906435638666153, + 0.1110796257853508, + 0.08497858047485352, + 0.22145487368106842, + 0.04727218672633171, + 0.05934309959411621, + 0.037523090839385986, + 0.044054996222257614 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.012866809964179993 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up taken from a slightly overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are a pair of hands visible, one wearing a non-slip black glove and the other bare?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fine carving knife with a cold metallic sheen being used to carve a crystal-clear block of ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cool spotlight shining diagonally from above to illuminate the scene on a dark stone workbench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578144073486328 + ], + "opposite_logprob_tokens": [ + -0.6328144073486328 + ], + "logprob_reward": -0.7578144073486328, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578144073486328, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08838363736867905, + 0.05657611042261124, + 0.0704437866806984, + 0.18083465099334717, + 0.14885760843753815, + 0.23716437816619873, + 0.0442502424120903, + 0.10570240765810013, + 0.02393200807273388, + 0.04385518282651901 + ], + "top_frames": [ + 5, + 3, + 4 + ], + "selected_reward": -0.7578144073486328 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up taken from a slightly overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are a pair of hands visible, one wearing a non-slip black glove and the other bare?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fine carving knife with a cold metallic sheen being used to carve a crystal-clear block of ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cool spotlight shining diagonally from above to illuminate the scene on a dark stone workbench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497359111905098 + ], + "opposite_logprob_tokens": [ + -2.929973602294922 + ], + "logprob_reward": -0.05497359111905098, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497359111905098, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17902348935604095, + 0.20281066000461578, + 0.2039806991815567, + 0.09304146468639374, + 0.04662271589040756, + 0.08743800967931747, + 0.09952651709318161, + 0.038749463856220245, + 0.021659502759575844, + 0.027147464454174042 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.05497359111905098 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up taken from a slightly overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are a pair of hands visible, one wearing a non-slip black glove and the other bare?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fine carving knife with a cold metallic sheen being used to carve a crystal-clear block of ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cool spotlight shining diagonally from above to illuminate the scene on a dark stone workbench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009786129929125309 + ], + "opposite_logprob_tokens": [ + -4.634786128997803 + ], + "logprob_reward": -0.009786129929125309, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009786129929125309, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22284787893295288, + 0.11626263707876205, + 0.11077333241701126, + 0.09062159061431885, + 0.07319764792919159, + 0.13468129932880402, + 0.106734998524189, + 0.1047661229968071, + 0.017181266099214554, + 0.02293323166668415 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.009786129929125309 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up taken from a slightly overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are a pair of hands visible, one wearing a non-slip black glove and the other bare?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fine carving knife with a cold metallic sheen being used to carve a crystal-clear block of ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cool spotlight shining diagonally from above to illuminate the scene on a dark stone workbench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865341633558273 + ], + "opposite_logprob_tokens": [ + -3.0486533641815186 + ], + "logprob_reward": -0.04865341633558273, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865341633558273, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19360648095607758, + 0.32301321625709534, + 0.055870480835437775, + 0.060892991721630096, + 0.16234742105007172, + 0.09384246170520782, + 0.047805964946746826, + 0.02508554607629776, + 0.021471651270985603, + 0.01606384478509426 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.04865341633558273 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "macro close-up shot, taken from a slightly overhead perspective, the camera remains still, focusing the viewer's attention squarely on a pair of steady and deft hands meticulously carving an ice sculpture. A cool spotlight shines diagonally from above, illuminating the subject on a dark stone workbench: a crystal-clear, angular block of ice. One hand, clad in a non-slip black glove, firmly grasps the edge of the block, while the other, bare, with intense concentration, steadily and calmly manipulates a fine carving knife that gleams with a cold metallic sheen. The tip of the knife gently and precisely glides across the ice. With subtle movements of the wrist, the intricate and delicate texture of the forming ice flower is gradually outlined, each incision releasing strands of hair-like ice shavings. Light penetrates the pure ice, refracting within it as captivating specks of light. The edges of the newly carved petals capture and reflect the brilliant light, complementing the surrounding fine ice crystals. Against the backdrop of a dark background, the entire picture presents an extreme sense of tranquility and concentration, full of awe for exquisite craftsmanship and the beauty of the moment.", + "seed": 7378, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_14/index_7755_seed_7378_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.11145850531756878, + "vlm_logprob": -0.11145850531756878, + "vlm_yes_no_margin": 3.274999964237213, + "vlm_token_credit": -0.11145850531756878, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up taken from a slightly overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are a pair of hands visible, one wearing a non-slip black glove and the other bare?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fine carving knife with a cold metallic sheen being used to carve a crystal-clear block of ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cool spotlight shining diagonally from above to illuminate the scene on a dark stone workbench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01827099919319153 + ], + "opposite_logprob_tokens": [ + -5.518270969390869 + ], + "logprob_reward": -0.01827099919319153, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.01827099919319153, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21615451574325562, + 0.1377047896385193, + 0.08551371842622757, + 0.05655676871538162, + 0.09296785295009613, + 0.09465702623128891, + 0.07110746204853058, + 0.12496055662631989, + 0.04848738759756088, + 0.07188994437456131 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.01827099919319153 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up taken from a slightly overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are a pair of hands visible, one wearing a non-slip black glove and the other bare?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fine carving knife with a cold metallic sheen being used to carve a crystal-clear block of ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cool spotlight shining diagonally from above to illuminate the scene on a dark stone workbench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4289512038230896 + ], + "opposite_logprob_tokens": [ + -1.0539512634277344 + ], + "logprob_reward": -0.4289512038230896, + "yes_no_margin_reward": 0.6250000596046448, + "token_credit_reward": -0.4289512038230896, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1495162695646286, + 0.059206344187259674, + 0.05386749655008316, + 0.12111613899469376, + 0.1309281587600708, + 0.24519574642181396, + 0.04966652765870094, + 0.05193309858441353, + 0.06832166016101837, + 0.070248544216156 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.4289512038230896 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up taken from a slightly overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are a pair of hands visible, one wearing a non-slip black glove and the other bare?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fine carving knife with a cold metallic sheen being used to carve a crystal-clear block of ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cool spotlight shining diagonally from above to illuminate the scene on a dark stone workbench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029823429882526398 + ], + "opposite_logprob_tokens": [ + -3.5298235416412354 + ], + "logprob_reward": -0.029823429882526398, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029823429882526398, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35197314620018005, + 0.11167772114276886, + 0.08141424506902695, + 0.06251411139965057, + 0.09795407205820084, + 0.1349848359823227, + 0.04747326299548149, + 0.0557752288877964, + 0.031549133360385895, + 0.024684306234121323 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.029823429882526398 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up taken from a slightly overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are a pair of hands visible, one wearing a non-slip black glove and the other bare?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fine carving knife with a cold metallic sheen being used to carve a crystal-clear block of ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cool spotlight shining diagonally from above to illuminate the scene on a dark stone workbench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018200064077973366 + ], + "opposite_logprob_tokens": [ + -4.018199920654297 + ], + "logprob_reward": -0.018200064077973366, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018200064077973366, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22686608135700226, + 0.08959665894508362, + 0.050026990473270416, + 0.04193216189742088, + 0.10680897533893585, + 0.17119844257831573, + 0.13029824197292328, + 0.07464587688446045, + 0.021195724606513977, + 0.08743085712194443 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.018200064077973366 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up taken from a slightly overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are a pair of hands visible, one wearing a non-slip black glove and the other bare?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fine carving knife with a cold metallic sheen being used to carve a crystal-clear block of ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cool spotlight shining diagonally from above to illuminate the scene on a dark stone workbench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062046829611063004 + ], + "opposite_logprob_tokens": [ + -2.812046766281128 + ], + "logprob_reward": -0.062046829611063004, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062046829611063004, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22996526956558228, + 0.09304258227348328, + 0.07192914187908173, + 0.061333414167165756, + 0.15274576842784882, + 0.2589794397354126, + 0.024239661172032356, + 0.04537361487746239, + 0.014674212783575058, + 0.0477168895304203 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.062046829611063004 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "macro close-up shot, taken from a slightly overhead perspective, the camera remains still, focusing the viewer's attention squarely on a pair of steady and deft hands meticulously carving an ice sculpture. A cool spotlight shines diagonally from above, illuminating the subject on a dark stone workbench: a crystal-clear, angular block of ice. One hand, clad in a non-slip black glove, firmly grasps the edge of the block, while the other, bare, with intense concentration, steadily and calmly manipulates a fine carving knife that gleams with a cold metallic sheen. The tip of the knife gently and precisely glides across the ice. With subtle movements of the wrist, the intricate and delicate texture of the forming ice flower is gradually outlined, each incision releasing strands of hair-like ice shavings. Light penetrates the pure ice, refracting within it as captivating specks of light. The edges of the newly carved petals capture and reflect the brilliant light, complementing the surrounding fine ice crystals. Against the backdrop of a dark background, the entire picture presents an extreme sense of tranquility and concentration, full of awe for exquisite craftsmanship and the beauty of the moment.", + "seed": 7379, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_14/index_7755_seed_7379_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1518128965049982, + "vlm_logprob": -0.1518128965049982, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.1518128965049982, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up taken from a slightly overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are a pair of hands visible, one wearing a non-slip black glove and the other bare?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fine carving knife with a cold metallic sheen being used to carve a crystal-clear block of ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cool spotlight shining diagonally from above to illuminate the scene on a dark stone workbench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009338862262666225 + ], + "opposite_logprob_tokens": [ + -5.509338855743408 + ], + "logprob_reward": -0.009338862262666225, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.009338862262666225, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11793161183595657, + 0.06926815956830978, + 0.06732296943664551, + 0.04253309220075607, + 0.18482300639152527, + 0.045971959829330444, + 0.09255976974964142, + 0.3142160475254059, + 0.027219319716095924, + 0.038153983652591705 + ], + "top_frames": [ + 7, + 4, + 0 + ], + "selected_reward": -0.009338862262666225 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up taken from a slightly overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are a pair of hands visible, one wearing a non-slip black glove and the other bare?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fine carving knife with a cold metallic sheen being used to carve a crystal-clear block of ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cool spotlight shining diagonally from above to illuminate the scene on a dark stone workbench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933764219284058 + ], + "opposite_logprob_tokens": [ + -0.6933764219284058 + ], + "logprob_reward": -0.6933764219284058, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933764219284058, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.04413072392344475, + 0.04577156528830528, + 0.03235582262277603, + 0.03426806256175041, + 0.09481877833604813, + 0.031957656145095825, + 0.11827976256608963, + 0.3014390766620636, + 0.02613878808915615, + 0.27083978056907654 + ], + "top_frames": [ + 7, + 9, + 6 + ], + "selected_reward": -0.6933764219284058 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up taken from a slightly overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are a pair of hands visible, one wearing a non-slip black glove and the other bare?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fine carving knife with a cold metallic sheen being used to carve a crystal-clear block of ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cool spotlight shining diagonally from above to illuminate the scene on a dark stone workbench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020598189905285835 + ], + "opposite_logprob_tokens": [ + -3.8955981731414795 + ], + "logprob_reward": -0.020598189905285835, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020598189905285835, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19705180823802948, + 0.02906847558915615, + 0.056242410093545914, + 0.03311110660433769, + 0.042328596115112305, + 0.01778215728700161, + 0.1759314239025116, + 0.3469809591770172, + 0.04913672059774399, + 0.052366286516189575 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.020598189905285835 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up taken from a slightly overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are a pair of hands visible, one wearing a non-slip black glove and the other bare?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fine carving knife with a cold metallic sheen being used to carve a crystal-clear block of ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cool spotlight shining diagonally from above to illuminate the scene on a dark stone workbench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005951066501438618 + ], + "opposite_logprob_tokens": [ + -5.130950927734375 + ], + "logprob_reward": -0.005951066501438618, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005951066501438618, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07420460879802704, + 0.1403997540473938, + 0.0407235249876976, + 0.12350908666849136, + 0.07773041725158691, + 0.08093952387571335, + 0.14602889120578766, + 0.12645839154720306, + 0.16227062046527863, + 0.027735134586691856 + ], + "top_frames": [ + 8, + 6, + 1 + ], + "selected_reward": -0.005951066501438618 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up taken from a slightly overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are a pair of hands visible, one wearing a non-slip black glove and the other bare?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fine carving knife with a cold metallic sheen being used to carve a crystal-clear block of ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cool spotlight shining diagonally from above to illuminate the scene on a dark stone workbench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029799941927194595 + ], + "opposite_logprob_tokens": [ + -3.5297999382019043 + ], + "logprob_reward": -0.029799941927194595, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029799941927194595, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13572542369365692, + 0.044235337525606155, + 0.035679277032613754, + 0.04399881139397621, + 0.12139430642127991, + 0.07534294575452805, + 0.08899592608213425, + 0.2247915416955948, + 0.04812910407781601, + 0.18170736730098724 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.029799941927194595 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_15/index_tensor([4287, 4287])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_15/index_tensor([4287, 4287])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..93e2536818ef42b56dfa679dbbb38c98ee06fb9b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_15/index_tensor([4287, 4287])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level long shot captures a gritty urban streetscape, bathed in a desaturated palette, contrasted by deep shadows and the harsh glare of streetlights on the wet sidewalk. A grimy city sidewalk, its cracked and uneven concrete slabs, stretches into the distance, bordered by a rain-soaked asphalt street that reflects a cold, artificial light. In the background, the muted reds and browns of a graffiti-tagged brick building fade into darkness. From the right side of the frame, a rider on a sleek, one-wheeled vehicle glides effortlessly and silently into the scene. The vehicle's matte black chassis absorbs light, while a thin cyan LED strip on the side provides a vibrant color accent. The unnamed rider, wearing a dark hooded waterproof jacket and slim-fitting overalls, leans forward, maintaining a focused balance. Swiftly and decisively, they pass a motionless pedestrian, hunched on the sidewalk, wearing a heavy, unremarkable coat, seemingly oblivious to the futuristic presence. The wheels sent up a fine, almost invisible spray from the wet ground, a subtle disturbance in the quiet, oppressive atmosphere of the city's anonymity.", + "seed": 30258, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_15/index_4287_seed_30258_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.021254923846572637, + "vlm_logprob": -0.021254923846572637, + "vlm_yes_no_margin": 4.925, + "vlm_token_credit": -0.021254923846572637, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a gritty urban streetscape with a cracked concrete sidewalk and a rain-soaked asphalt street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the color palette desaturated with deep shadows and harsh streetlight glare on the wet ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rider on a sleek, matte black one-wheeled vehicle with a thin cyan LED strip visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rider wearing a dark hooded waterproof jacket and slim-fitting overalls while leaning forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the rider pass a motionless pedestrian hunched on the sidewalk wearing a heavy coat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004150230437517166 + ], + "opposite_logprob_tokens": [ + -5.879150390625 + ], + "logprob_reward": -0.004150230437517166, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.004150230437517166, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23874761164188385, + 0.03605882450938225, + 0.0605846531689167, + 0.047154318541288376, + 0.07169555872678757, + 0.08314155042171478, + 0.12298128008842468, + 0.127873495221138, + 0.05922125652432442, + 0.15254142880439758 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.004150230437517166 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a gritty urban streetscape with a cracked concrete sidewalk and a rain-soaked asphalt street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the color palette desaturated with deep shadows and harsh streetlight glare on the wet ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rider on a sleek, matte black one-wheeled vehicle with a thin cyan LED strip visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rider wearing a dark hooded waterproof jacket and slim-fitting overalls while leaning forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the rider pass a motionless pedestrian hunched on the sidewalk wearing a heavy coat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032029063440859318 + ], + "opposite_logprob_tokens": [ + -5.75320291519165 + ], + "logprob_reward": -0.0032029063440859318, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032029063440859318, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16780780255794525, + 0.09628164768218994, + 0.02483668364584446, + 0.1005198284983635, + 0.045051682740449905, + 0.10352960228919983, + 0.13233153522014618, + 0.14224447309970856, + 0.11897363513708115, + 0.06842310726642609 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.0032029063440859318 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a gritty urban streetscape with a cracked concrete sidewalk and a rain-soaked asphalt street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the color palette desaturated with deep shadows and harsh streetlight glare on the wet ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rider on a sleek, matte black one-wheeled vehicle with a thin cyan LED strip visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rider wearing a dark hooded waterproof jacket and slim-fitting overalls while leaning forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the rider pass a motionless pedestrian hunched on the sidewalk wearing a heavy coat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00464016804471612 + ], + "opposite_logprob_tokens": [ + -5.379640102386475 + ], + "logprob_reward": -0.00464016804471612, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00464016804471612, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08868372440338135, + 0.02709309384226799, + 0.04323829710483551, + 0.027508772909641266, + 0.03616766631603241, + 0.1586924046278, + 0.28686413168907166, + 0.15459822118282318, + 0.06714671105146408, + 0.1100069060921669 + ], + "top_frames": [ + 6, + 5, + 7 + ], + "selected_reward": -0.00464016804471612 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a gritty urban streetscape with a cracked concrete sidewalk and a rain-soaked asphalt street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the color palette desaturated with deep shadows and harsh streetlight glare on the wet ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rider on a sleek, matte black one-wheeled vehicle with a thin cyan LED strip visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rider wearing a dark hooded waterproof jacket and slim-fitting overalls while leaning forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the rider pass a motionless pedestrian hunched on the sidewalk wearing a heavy coat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005251778755337 + ], + "opposite_logprob_tokens": [ + -5.255251884460449 + ], + "logprob_reward": -0.005251778755337, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005251778755337, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0792902410030365, + 0.029851028695702553, + 0.04288606345653534, + 0.02138948068022728, + 0.08235836774110794, + 0.11878221482038498, + 0.25739750266075134, + 0.15455010533332825, + 0.0590788908302784, + 0.15441609919071198 + ], + "top_frames": [ + 6, + 7, + 9 + ], + "selected_reward": -0.005251778755337 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a gritty urban streetscape with a cracked concrete sidewalk and a rain-soaked asphalt street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the color palette desaturated with deep shadows and harsh streetlight glare on the wet ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rider on a sleek, matte black one-wheeled vehicle with a thin cyan LED strip visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rider wearing a dark hooded waterproof jacket and slim-fitting overalls while leaning forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the rider pass a motionless pedestrian hunched on the sidewalk wearing a heavy coat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08902953565120697 + ], + "opposite_logprob_tokens": [ + -2.464029550552368 + ], + "logprob_reward": -0.08902953565120697, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08902953565120697, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16417238116264343, + 0.04239998012781143, + 0.0859561413526535, + 0.025475580245256424, + 0.053535908460617065, + 0.11608140915632248, + 0.1885569542646408, + 0.14343243837356567, + 0.07973097264766693, + 0.10065818578004837 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.08902953565120697 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level long shot captures a gritty urban streetscape, bathed in a desaturated palette, contrasted by deep shadows and the harsh glare of streetlights on the wet sidewalk. A grimy city sidewalk, its cracked and uneven concrete slabs, stretches into the distance, bordered by a rain-soaked asphalt street that reflects a cold, artificial light. In the background, the muted reds and browns of a graffiti-tagged brick building fade into darkness. From the right side of the frame, a rider on a sleek, one-wheeled vehicle glides effortlessly and silently into the scene. The vehicle's matte black chassis absorbs light, while a thin cyan LED strip on the side provides a vibrant color accent. The unnamed rider, wearing a dark hooded waterproof jacket and slim-fitting overalls, leans forward, maintaining a focused balance. Swiftly and decisively, they pass a motionless pedestrian, hunched on the sidewalk, wearing a heavy, unremarkable coat, seemingly oblivious to the futuristic presence. The wheels sent up a fine, almost invisible spray from the wet ground, a subtle disturbance in the quiet, oppressive atmosphere of the city's anonymity.", + "seed": 30259, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_15/index_4287_seed_30259_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.028120749816298484, + "vlm_logprob": -0.028120749816298484, + "vlm_yes_no_margin": 4.225, + "vlm_token_credit": -0.028120749816298484, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a gritty urban streetscape with a cracked concrete sidewalk and a rain-soaked asphalt street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the color palette desaturated with deep shadows and harsh streetlight glare on the wet ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rider on a sleek, matte black one-wheeled vehicle with a thin cyan LED strip visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rider wearing a dark hooded waterproof jacket and slim-fitting overalls while leaning forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the rider pass a motionless pedestrian hunched on the sidewalk wearing a heavy coat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.017229873687028885 + ], + "opposite_logprob_tokens": [ + -4.142230033874512 + ], + "logprob_reward": -0.017229873687028885, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.017229873687028885, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14552228152751923, + 0.27659469842910767, + 0.05969581753015518, + 0.08210842311382294, + 0.04932807758450508, + 0.029760709032416344, + 0.028258055448532104, + 0.051496561616659164, + 0.20631855726242065, + 0.0709167942404747 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.017229873687028885 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a gritty urban streetscape with a cracked concrete sidewalk and a rain-soaked asphalt street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the color palette desaturated with deep shadows and harsh streetlight glare on the wet ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rider on a sleek, matte black one-wheeled vehicle with a thin cyan LED strip visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rider wearing a dark hooded waterproof jacket and slim-fitting overalls while leaning forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the rider pass a motionless pedestrian hunched on the sidewalk wearing a heavy coat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011089478619396687 + ], + "opposite_logprob_tokens": [ + -4.511089324951172 + ], + "logprob_reward": -0.011089478619396687, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011089478619396687, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18115611374378204, + 0.0758826807141304, + 0.14886310696601868, + 0.11040391772985458, + 0.054948173463344574, + 0.026656467467546463, + 0.03839384391903877, + 0.06399262696504593, + 0.20477774739265442, + 0.09492529183626175 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.011089478619396687 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a gritty urban streetscape with a cracked concrete sidewalk and a rain-soaked asphalt street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the color palette desaturated with deep shadows and harsh streetlight glare on the wet ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rider on a sleek, matte black one-wheeled vehicle with a thin cyan LED strip visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rider wearing a dark hooded waterproof jacket and slim-fitting overalls while leaning forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the rider pass a motionless pedestrian hunched on the sidewalk wearing a heavy coat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006738083902746439 + ], + "opposite_logprob_tokens": [ + -5.006738185882568 + ], + "logprob_reward": -0.006738083902746439, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006738083902746439, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06797617673873901, + 0.08576731383800507, + 0.09579747915267944, + 0.14731156826019287, + 0.06290186941623688, + 0.020519880577921867, + 0.04098232090473175, + 0.06862768530845642, + 0.3377639055252075, + 0.07235188782215118 + ], + "top_frames": [ + 8, + 3, + 2 + ], + "selected_reward": -0.006738083902746439 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a gritty urban streetscape with a cracked concrete sidewalk and a rain-soaked asphalt street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the color palette desaturated with deep shadows and harsh streetlight glare on the wet ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rider on a sleek, matte black one-wheeled vehicle with a thin cyan LED strip visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rider wearing a dark hooded waterproof jacket and slim-fitting overalls while leaning forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the rider pass a motionless pedestrian hunched on the sidewalk wearing a heavy coat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005252490285784006 + ], + "opposite_logprob_tokens": [ + -5.255252361297607 + ], + "logprob_reward": -0.005252490285784006, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005252490285784006, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1516135185956955, + 0.09862016141414642, + 0.17628858983516693, + 0.155657097697258, + 0.0467652790248394, + 0.027872705832123756, + 0.059161700308322906, + 0.07880896329879761, + 0.0886530727148056, + 0.11655887216329575 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.005252490285784006 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a gritty urban streetscape with a cracked concrete sidewalk and a rain-soaked asphalt street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the color palette desaturated with deep shadows and harsh streetlight glare on the wet ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rider on a sleek, matte black one-wheeled vehicle with a thin cyan LED strip visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rider wearing a dark hooded waterproof jacket and slim-fitting overalls while leaning forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the rider pass a motionless pedestrian hunched on the sidewalk wearing a heavy coat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10029382258653641 + ], + "opposite_logprob_tokens": [ + -2.3502938747406006 + ], + "logprob_reward": -0.10029382258653641, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10029382258653641, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14725525677204132, + 0.04741301015019417, + 0.10386543720960617, + 0.25382739305496216, + 0.1028030589222908, + 0.017206650227308273, + 0.043030302971601486, + 0.03541960194706917, + 0.0801156610250473, + 0.16906359791755676 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.10029382258653641 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level long shot captures a gritty urban streetscape, bathed in a desaturated palette, contrasted by deep shadows and the harsh glare of streetlights on the wet sidewalk. A grimy city sidewalk, its cracked and uneven concrete slabs, stretches into the distance, bordered by a rain-soaked asphalt street that reflects a cold, artificial light. In the background, the muted reds and browns of a graffiti-tagged brick building fade into darkness. From the right side of the frame, a rider on a sleek, one-wheeled vehicle glides effortlessly and silently into the scene. The vehicle's matte black chassis absorbs light, while a thin cyan LED strip on the side provides a vibrant color accent. The unnamed rider, wearing a dark hooded waterproof jacket and slim-fitting overalls, leans forward, maintaining a focused balance. Swiftly and decisively, they pass a motionless pedestrian, hunched on the sidewalk, wearing a heavy, unremarkable coat, seemingly oblivious to the futuristic presence. The wheels sent up a fine, almost invisible spray from the wet ground, a subtle disturbance in the quiet, oppressive atmosphere of the city's anonymity.", + "seed": 30260, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_15/index_4287_seed_30260_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0274075779132545, + "vlm_logprob": -0.0274075779132545, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.0274075779132545, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a gritty urban streetscape with a cracked concrete sidewalk and a rain-soaked asphalt street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the color palette desaturated with deep shadows and harsh streetlight glare on the wet ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rider on a sleek, matte black one-wheeled vehicle with a thin cyan LED strip visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rider wearing a dark hooded waterproof jacket and slim-fitting overalls while leaning forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the rider pass a motionless pedestrian hunched on the sidewalk wearing a heavy coat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.019503606483340263 + ], + "opposite_logprob_tokens": [ + -4.019503593444824 + ], + "logprob_reward": -0.019503606483340263, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.019503606483340263, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10468877851963043, + 0.7285909652709961, + 0.02083195559680462, + 0.023611893877387047, + 0.028192633762955666, + 0.028990257531404495, + 0.00841456837952137, + 0.022841455414891243, + 0.009184560738503933, + 0.024652957916259766 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.019503606483340263 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a gritty urban streetscape with a cracked concrete sidewalk and a rain-soaked asphalt street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the color palette desaturated with deep shadows and harsh streetlight glare on the wet ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rider on a sleek, matte black one-wheeled vehicle with a thin cyan LED strip visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rider wearing a dark hooded waterproof jacket and slim-fitting overalls while leaning forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the rider pass a motionless pedestrian hunched on the sidewalk wearing a heavy coat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007638887036591768 + ], + "opposite_logprob_tokens": [ + -4.882638931274414 + ], + "logprob_reward": -0.007638887036591768, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007638887036591768, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1517038643360138, + 0.4125012755393982, + 0.023240014910697937, + 0.02406313456594944, + 0.06265369802713394, + 0.0302461888641119, + 0.02980603091418743, + 0.03629109635949135, + 0.037881191819906235, + 0.1916135549545288 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.007638887036591768 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a gritty urban streetscape with a cracked concrete sidewalk and a rain-soaked asphalt street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the color palette desaturated with deep shadows and harsh streetlight glare on the wet ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rider on a sleek, matte black one-wheeled vehicle with a thin cyan LED strip visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rider wearing a dark hooded waterproof jacket and slim-fitting overalls while leaning forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the rider pass a motionless pedestrian hunched on the sidewalk wearing a heavy coat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009783650748431683 + ], + "opposite_logprob_tokens": [ + -4.634783744812012 + ], + "logprob_reward": -0.009783650748431683, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009783650748431683, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.056177664548158646, + 0.3522293269634247, + 0.0374569296836853, + 0.12343403697013855, + 0.06008252874016762, + 0.039253562688827515, + 0.05729189142584801, + 0.1277497410774231, + 0.017346035689115524, + 0.12897829711437225 + ], + "top_frames": [ + 1, + 9, + 7 + ], + "selected_reward": -0.009783650748431683 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a gritty urban streetscape with a cracked concrete sidewalk and a rain-soaked asphalt street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the color palette desaturated with deep shadows and harsh streetlight glare on the wet ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rider on a sleek, matte black one-wheeled vehicle with a thin cyan LED strip visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rider wearing a dark hooded waterproof jacket and slim-fitting overalls while leaning forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the rider pass a motionless pedestrian hunched on the sidewalk wearing a heavy coat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011079810559749603 + ], + "opposite_logprob_tokens": [ + -4.511079788208008 + ], + "logprob_reward": -0.011079810559749603, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011079810559749603, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12346373498439789, + 0.20150595903396606, + 0.03164432570338249, + 0.12008544057607651, + 0.13951483368873596, + 0.06415675580501556, + 0.045458242297172546, + 0.12220026552677155, + 0.050673071295022964, + 0.10129731893539429 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.011079810559749603 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a gritty urban streetscape with a cracked concrete sidewalk and a rain-soaked asphalt street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the color palette desaturated with deep shadows and harsh streetlight glare on the wet ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rider on a sleek, matte black one-wheeled vehicle with a thin cyan LED strip visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rider wearing a dark hooded waterproof jacket and slim-fitting overalls while leaning forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the rider pass a motionless pedestrian hunched on the sidewalk wearing a heavy coat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08903193473815918 + ], + "opposite_logprob_tokens": [ + -2.464031934738159 + ], + "logprob_reward": -0.08903193473815918, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08903193473815918, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18374361097812653, + 0.29289567470550537, + 0.03809593990445137, + 0.04750433191657066, + 0.15492378175258636, + 0.036162368953228, + 0.04802457243204117, + 0.05755213648080826, + 0.04353528469800949, + 0.097562275826931 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.08903193473815918 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level long shot captures a gritty urban streetscape, bathed in a desaturated palette, contrasted by deep shadows and the harsh glare of streetlights on the wet sidewalk. A grimy city sidewalk, its cracked and uneven concrete slabs, stretches into the distance, bordered by a rain-soaked asphalt street that reflects a cold, artificial light. In the background, the muted reds and browns of a graffiti-tagged brick building fade into darkness. From the right side of the frame, a rider on a sleek, one-wheeled vehicle glides effortlessly and silently into the scene. The vehicle's matte black chassis absorbs light, while a thin cyan LED strip on the side provides a vibrant color accent. The unnamed rider, wearing a dark hooded waterproof jacket and slim-fitting overalls, leans forward, maintaining a focused balance. Swiftly and decisively, they pass a motionless pedestrian, hunched on the sidewalk, wearing a heavy, unremarkable coat, seemingly oblivious to the futuristic presence. The wheels sent up a fine, almost invisible spray from the wet ground, a subtle disturbance in the quiet, oppressive atmosphere of the city's anonymity.", + "seed": 30261, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_15/index_4287_seed_30261_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.029001057613641024, + "vlm_logprob": -0.029001057613641024, + "vlm_yes_no_margin": 4.125, + "vlm_token_credit": -0.029001057613641024, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a gritty urban streetscape with a cracked concrete sidewalk and a rain-soaked asphalt street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the color palette desaturated with deep shadows and harsh streetlight glare on the wet ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rider on a sleek, matte black one-wheeled vehicle with a thin cyan LED strip visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rider wearing a dark hooded waterproof jacket and slim-fitting overalls while leaning forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the rider pass a motionless pedestrian hunched on the sidewalk wearing a heavy coat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009335791692137718 + ], + "opposite_logprob_tokens": [ + -4.884335994720459 + ], + "logprob_reward": -0.009335791692137718, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.009335791692137718, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14204007387161255, + 0.29506218433380127, + 0.06027230620384216, + 0.04689750075340271, + 0.06104569882154465, + 0.05359424278140068, + 0.06937997043132782, + 0.061352912336587906, + 0.13787075877189636, + 0.07248435914516449 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.009335791692137718 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a gritty urban streetscape with a cracked concrete sidewalk and a rain-soaked asphalt street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the color palette desaturated with deep shadows and harsh streetlight glare on the wet ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rider on a sleek, matte black one-wheeled vehicle with a thin cyan LED strip visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rider wearing a dark hooded waterproof jacket and slim-fitting overalls while leaning forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the rider pass a motionless pedestrian hunched on the sidewalk wearing a heavy coat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006750279571861029 + ], + "opposite_logprob_tokens": [ + -5.006750106811523 + ], + "logprob_reward": -0.006750279571861029, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006750279571861029, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3739183843135834, + 0.12887491285800934, + 0.04875129833817482, + 0.04366375878453255, + 0.029424112290143967, + 0.07287222146987915, + 0.07182645797729492, + 0.09449572116136551, + 0.046303365379571915, + 0.08986974507570267 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.006750279571861029 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a gritty urban streetscape with a cracked concrete sidewalk and a rain-soaked asphalt street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the color palette desaturated with deep shadows and harsh streetlight glare on the wet ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rider on a sleek, matte black one-wheeled vehicle with a thin cyan LED strip visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rider wearing a dark hooded waterproof jacket and slim-fitting overalls while leaning forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the rider pass a motionless pedestrian hunched on the sidewalk wearing a heavy coat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016071418300271034 + ], + "opposite_logprob_tokens": [ + -4.141071319580078 + ], + "logprob_reward": -0.016071418300271034, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016071418300271034, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16384659707546234, + 0.058357130736112595, + 0.028729025274515152, + 0.03691359609365463, + 0.06076999753713608, + 0.14676494896411896, + 0.19702449440956116, + 0.16238591074943542, + 0.10246514528989792, + 0.042743101716041565 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.016071418300271034 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a gritty urban streetscape with a cracked concrete sidewalk and a rain-soaked asphalt street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the color palette desaturated with deep shadows and harsh streetlight glare on the wet ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rider on a sleek, matte black one-wheeled vehicle with a thin cyan LED strip visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rider wearing a dark hooded waterproof jacket and slim-fitting overalls while leaning forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the rider pass a motionless pedestrian hunched on the sidewalk wearing a heavy coat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01254394743591547 + ], + "opposite_logprob_tokens": [ + -4.38754415512085 + ], + "logprob_reward": -0.01254394743591547, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01254394743591547, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11828961223363876, + 0.13645878434181213, + 0.03523648902773857, + 0.047433748841285706, + 0.09511677920818329, + 0.16628476977348328, + 0.11780619621276855, + 0.1281578540802002, + 0.06487011909484863, + 0.09034564346075058 + ], + "top_frames": [ + 5, + 1, + 7 + ], + "selected_reward": -0.01254394743591547 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a gritty urban streetscape with a cracked concrete sidewalk and a rain-soaked asphalt street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the color palette desaturated with deep shadows and harsh streetlight glare on the wet ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rider on a sleek, matte black one-wheeled vehicle with a thin cyan LED strip visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rider wearing a dark hooded waterproof jacket and slim-fitting overalls while leaning forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the rider pass a motionless pedestrian hunched on the sidewalk wearing a heavy coat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10030385106801987 + ], + "opposite_logprob_tokens": [ + -2.350303888320923 + ], + "logprob_reward": -0.10030385106801987, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10030385106801987, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1464969664812088, + 0.08114375919103622, + 0.06192639842629433, + 0.06078849732875824, + 0.12751121819019318, + 0.12558874487876892, + 0.059481993317604065, + 0.06579124927520752, + 0.093204066157341, + 0.17806708812713623 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.10030385106801987 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_2/index_tensor([1599, 1599])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_2/index_tensor([1599, 1599])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..4bf5fc74038e88bc83eace1b04ee7b3e435d96dc --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_2/index_tensor([1599, 1599])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "smoothly panning drone shot follows a small boat as it navigates an abstract world composed entirely of vibrant blocks of color and bold black lines, à la Henri Matisse. The image below unfolds not as a physical body of water, but rather as a vast, deconstructed map of the Forbidden City complex, composed of large, flat areas of color: cadmium yellow representing palace rooftops, vermilion areas symbolizing city walls, and geometric shapes of azure and emerald green representing courtyards, all clearly separated by decisive, expressive black outlines. Across this sea of color, a symbolic vessel, minimalist and defined by a few black, calligraphic strokes, its hull a pure block of ultramarine blue, glides forward with a steady, rhythmic rhythm. Each stroke of the oars creates stylized ripples of simple lines across the flat surface of color, a movement of grace and deliberation. The entire picture is free from traditional light and shadow and perspective, presenting a purely flat decorative beauty. The light is evenly distributed on each color block, creating a tranquil, dreamy and artistically meaningful atmosphere, like a symbolic journey through history and modern art.", + "seed": 23460, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_2/index_1599_seed_23460_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.056885978346690534, + "vlm_logprob": -0.056885978346690534, + "vlm_yes_no_margin": 4.525, + "vlm_token_credit": -0.056885978346690534, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an abstract world composed of vibrant color blocks and bold black lines in a Henri Matisse style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deconstructed map of the Forbidden City with cadmium yellow rooftops, vermilion walls, and azure/emerald green courtyards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a minimalist boat with a pure ultramarine blue hull and black calligraphic strokes gliding across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boat create stylized ripples of simple lines as it moves, without traditional light, shadow, or perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a smooth pan following the boat's forward movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0014260371681302786 + ], + "opposite_logprob_tokens": [ + -6.8764262199401855 + ], + "logprob_reward": -0.0014260371681302786, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0014260371681302786, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1242460384964943, + 0.06599190086126328, + 0.04041558504104614, + 0.42131340503692627, + 0.06879279017448425, + 0.04146351292729378, + 0.0786360427737236, + 0.06675126403570175, + 0.04525188356637955, + 0.04713759198784828 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.0014260371681302786 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an abstract world composed of vibrant color blocks and bold black lines in a Henri Matisse style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deconstructed map of the Forbidden City with cadmium yellow rooftops, vermilion walls, and azure/emerald green courtyards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a minimalist boat with a pure ultramarine blue hull and black calligraphic strokes gliding across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boat create stylized ripples of simple lines as it moves, without traditional light, shadow, or perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a smooth pan following the boat's forward movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02060764841735363 + ], + "opposite_logprob_tokens": [ + -3.8956077098846436 + ], + "logprob_reward": -0.02060764841735363, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02060764841735363, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11842931807041168, + 0.08377186954021454, + 0.021614661440253258, + 0.3934016525745392, + 0.036299820989370346, + 0.03259158879518509, + 0.07082890719175339, + 0.11799196898937225, + 0.0652010589838028, + 0.05986916646361351 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.02060764841735363 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an abstract world composed of vibrant color blocks and bold black lines in a Henri Matisse style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deconstructed map of the Forbidden City with cadmium yellow rooftops, vermilion walls, and azure/emerald green courtyards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a minimalist boat with a pure ultramarine blue hull and black calligraphic strokes gliding across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boat create stylized ripples of simple lines as it moves, without traditional light, shadow, or perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a smooth pan following the boat's forward movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00673630740493536 + ], + "opposite_logprob_tokens": [ + -5.0067362785339355 + ], + "logprob_reward": -0.00673630740493536, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00673630740493536, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05230655521154404, + 0.03248080238699913, + 0.013966058380901814, + 0.7089534997940063, + 0.016019685193896294, + 0.02520316280424595, + 0.02107958495616913, + 0.031283121556043625, + 0.03131500631570816, + 0.0673925131559372 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.00673630740493536 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an abstract world composed of vibrant color blocks and bold black lines in a Henri Matisse style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deconstructed map of the Forbidden City with cadmium yellow rooftops, vermilion walls, and azure/emerald green courtyards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a minimalist boat with a pure ultramarine blue hull and black calligraphic strokes gliding across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boat create stylized ripples of simple lines as it moves, without traditional light, shadow, or perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a smooth pan following the boat's forward movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003613373264670372 + ], + "opposite_logprob_tokens": [ + -5.628613471984863 + ], + "logprob_reward": -0.003613373264670372, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003613373264670372, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1456354558467865, + 0.10714565962553024, + 0.07495635747909546, + 0.23465827107429504, + 0.05585434287786484, + 0.07292597740888596, + 0.06692168861627579, + 0.10640735179185867, + 0.08843477070331573, + 0.047060102224349976 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.003613373264670372 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an abstract world composed of vibrant color blocks and bold black lines in a Henri Matisse style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deconstructed map of the Forbidden City with cadmium yellow rooftops, vermilion walls, and azure/emerald green courtyards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a minimalist boat with a pure ultramarine blue hull and black calligraphic strokes gliding across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boat create stylized ripples of simple lines as it moves, without traditional light, shadow, or perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a smooth pan following the boat's forward movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25204652547836304 + ], + "opposite_logprob_tokens": [ + -1.5020465850830078 + ], + "logprob_reward": -0.25204652547836304, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25204652547836304, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2636077404022217, + 0.058234792202711105, + 0.05534040927886963, + 0.31336912512779236, + 0.04773208498954773, + 0.03179469332098961, + 0.08335331827402115, + 0.05115010216832161, + 0.06041949614882469, + 0.03499818220734596 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.25204652547836304 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "smoothly panning drone shot follows a small boat as it navigates an abstract world composed entirely of vibrant blocks of color and bold black lines, à la Henri Matisse. The image below unfolds not as a physical body of water, but rather as a vast, deconstructed map of the Forbidden City complex, composed of large, flat areas of color: cadmium yellow representing palace rooftops, vermilion areas symbolizing city walls, and geometric shapes of azure and emerald green representing courtyards, all clearly separated by decisive, expressive black outlines. Across this sea of color, a symbolic vessel, minimalist and defined by a few black, calligraphic strokes, its hull a pure block of ultramarine blue, glides forward with a steady, rhythmic rhythm. Each stroke of the oars creates stylized ripples of simple lines across the flat surface of color, a movement of grace and deliberation. The entire picture is free from traditional light and shadow and perspective, presenting a purely flat decorative beauty. The light is evenly distributed on each color block, creating a tranquil, dreamy and artistically meaningful atmosphere, like a symbolic journey through history and modern art.", + "seed": 23461, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_2/index_1599_seed_23461_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03171606725081801, + "vlm_logprob": -0.03171606725081801, + "vlm_yes_no_margin": 4.575, + "vlm_token_credit": -0.03171606725081801, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an abstract world composed of vibrant color blocks and bold black lines in a Henri Matisse style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deconstructed map of the Forbidden City with cadmium yellow rooftops, vermilion walls, and azure/emerald green courtyards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a minimalist boat with a pure ultramarine blue hull and black calligraphic strokes gliding across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boat create stylized ripples of simple lines as it moves, without traditional light, shadow, or perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a smooth pan following the boat's forward movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0020748295355588198 + ], + "opposite_logprob_tokens": [ + -6.502074718475342 + ], + "logprob_reward": -0.0020748295355588198, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0020748295355588198, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31685110926628113, + 0.09060709178447723, + 0.06812859326601028, + 0.043101031333208084, + 0.06790462881326675, + 0.039204612374305725, + 0.14068719744682312, + 0.06909830868244171, + 0.07315106689929962, + 0.09126629680395126 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.0020748295355588198 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an abstract world composed of vibrant color blocks and bold black lines in a Henri Matisse style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deconstructed map of the Forbidden City with cadmium yellow rooftops, vermilion walls, and azure/emerald green courtyards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a minimalist boat with a pure ultramarine blue hull and black calligraphic strokes gliding across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boat create stylized ripples of simple lines as it moves, without traditional light, shadow, or perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a smooth pan following the boat's forward movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01610250398516655 + ], + "opposite_logprob_tokens": [ + -4.141102313995361 + ], + "logprob_reward": -0.01610250398516655, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01610250398516655, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33535444736480713, + 0.10984641313552856, + 0.09924924373626709, + 0.04838654398918152, + 0.10372932255268097, + 0.07163166254758835, + 0.06209251284599304, + 0.09101872891187668, + 0.04621010646224022, + 0.03248106315732002 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.01610250398516655 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an abstract world composed of vibrant color blocks and bold black lines in a Henri Matisse style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deconstructed map of the Forbidden City with cadmium yellow rooftops, vermilion walls, and azure/emerald green courtyards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a minimalist boat with a pure ultramarine blue hull and black calligraphic strokes gliding across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boat create stylized ripples of simple lines as it moves, without traditional light, shadow, or perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a smooth pan following the boat's forward movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009782352484762669 + ], + "opposite_logprob_tokens": [ + -4.634782314300537 + ], + "logprob_reward": -0.009782352484762669, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009782352484762669, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17949262261390686, + 0.09533955901861191, + 0.20387554168701172, + 0.08831971138715744, + 0.10826903581619263, + 0.04723181948065758, + 0.10822790861129761, + 0.05390682816505432, + 0.08163310587406158, + 0.03370385989546776 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.009782352484762669 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an abstract world composed of vibrant color blocks and bold black lines in a Henri Matisse style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deconstructed map of the Forbidden City with cadmium yellow rooftops, vermilion walls, and azure/emerald green courtyards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a minimalist boat with a pure ultramarine blue hull and black calligraphic strokes gliding across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boat create stylized ripples of simple lines as it moves, without traditional light, shadow, or perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a smooth pan following the boat's forward movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003613016800954938 + ], + "opposite_logprob_tokens": [ + -5.628612995147705 + ], + "logprob_reward": -0.003613016800954938, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003613016800954938, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.114975705742836, + 0.10172401368618011, + 0.08634792268276215, + 0.08192378282546997, + 0.10976571589708328, + 0.11314220726490021, + 0.1473315954208374, + 0.0427650511264801, + 0.14157728850841522, + 0.060446709394454956 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.003613016800954938 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an abstract world composed of vibrant color blocks and bold black lines in a Henri Matisse style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deconstructed map of the Forbidden City with cadmium yellow rooftops, vermilion walls, and azure/emerald green courtyards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a minimalist boat with a pure ultramarine blue hull and black calligraphic strokes gliding across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boat create stylized ripples of simple lines as it moves, without traditional light, shadow, or perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a smooth pan following the boat's forward movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270076334476471 + ], + "opposite_logprob_tokens": [ + -2.1270077228546143 + ], + "logprob_reward": -0.1270076334476471, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270076334476471, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23555253446102142, + 0.10668318718671799, + 0.07044675201177597, + 0.051396340131759644, + 0.18661879003047943, + 0.07633215934038162, + 0.04406163841485977, + 0.09991835802793503, + 0.07050830870866776, + 0.05848183110356331 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.1270076334476471 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "smoothly panning drone shot follows a small boat as it navigates an abstract world composed entirely of vibrant blocks of color and bold black lines, à la Henri Matisse. The image below unfolds not as a physical body of water, but rather as a vast, deconstructed map of the Forbidden City complex, composed of large, flat areas of color: cadmium yellow representing palace rooftops, vermilion areas symbolizing city walls, and geometric shapes of azure and emerald green representing courtyards, all clearly separated by decisive, expressive black outlines. Across this sea of color, a symbolic vessel, minimalist and defined by a few black, calligraphic strokes, its hull a pure block of ultramarine blue, glides forward with a steady, rhythmic rhythm. Each stroke of the oars creates stylized ripples of simple lines across the flat surface of color, a movement of grace and deliberation. The entire picture is free from traditional light and shadow and perspective, presenting a purely flat decorative beauty. The light is evenly distributed on each color block, creating a tranquil, dreamy and artistically meaningful atmosphere, like a symbolic journey through history and modern art.", + "seed": 23462, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_2/index_1599_seed_23462_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.02043006820604205, + "vlm_logprob": -0.02043006820604205, + "vlm_yes_no_margin": 4.6, + "vlm_token_credit": -0.02043006820604205, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an abstract world composed of vibrant color blocks and bold black lines in a Henri Matisse style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deconstructed map of the Forbidden City with cadmium yellow rooftops, vermilion walls, and azure/emerald green courtyards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a minimalist boat with a pure ultramarine blue hull and black calligraphic strokes gliding across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boat create stylized ripples of simple lines as it moves, without traditional light, shadow, or perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a smooth pan following the boat's forward movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002272644080221653 + ], + "opposite_logprob_tokens": [ + -6.377272605895996 + ], + "logprob_reward": -0.002272644080221653, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.002272644080221653, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07461179792881012, + 0.25372400879859924, + 0.2678394615650177, + 0.07426777482032776, + 0.06042106822133064, + 0.022734269499778748, + 0.0304808858782053, + 0.08673165738582611, + 0.07344821840524673, + 0.05574082210659981 + ], + "top_frames": [ + 2, + 1, + 7 + ], + "selected_reward": -0.002272644080221653 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an abstract world composed of vibrant color blocks and bold black lines in a Henri Matisse style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deconstructed map of the Forbidden City with cadmium yellow rooftops, vermilion walls, and azure/emerald green courtyards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a minimalist boat with a pure ultramarine blue hull and black calligraphic strokes gliding across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boat create stylized ripples of simple lines as it moves, without traditional light, shadow, or perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a smooth pan following the boat's forward movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02639147639274597 + ], + "opposite_logprob_tokens": [ + -3.6513915061950684 + ], + "logprob_reward": -0.02639147639274597, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02639147639274597, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0629882961511612, + 0.12589019536972046, + 0.34249478578567505, + 0.05588075518608093, + 0.03947173431515694, + 0.07412756234407425, + 0.025272421538829803, + 0.0370992012321949, + 0.18880929052829742, + 0.04796577990055084 + ], + "top_frames": [ + 2, + 8, + 1 + ], + "selected_reward": -0.02639147639274597 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an abstract world composed of vibrant color blocks and bold black lines in a Henri Matisse style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deconstructed map of the Forbidden City with cadmium yellow rooftops, vermilion walls, and azure/emerald green courtyards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a minimalist boat with a pure ultramarine blue hull and black calligraphic strokes gliding across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boat create stylized ripples of simple lines as it moves, without traditional light, shadow, or perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a smooth pan following the boat's forward movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016069306060671806 + ], + "opposite_logprob_tokens": [ + -4.141069412231445 + ], + "logprob_reward": -0.016069306060671806, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016069306060671806, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06309991329908371, + 0.24870947003364563, + 0.22654569149017334, + 0.017289575189352036, + 0.029617805033922195, + 0.030117284506559372, + 0.18097470700740814, + 0.04518119990825653, + 0.1278875172138214, + 0.03057681955397129 + ], + "top_frames": [ + 1, + 2, + 6 + ], + "selected_reward": -0.016069306060671806 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an abstract world composed of vibrant color blocks and bold black lines in a Henri Matisse style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deconstructed map of the Forbidden City with cadmium yellow rooftops, vermilion walls, and azure/emerald green courtyards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a minimalist boat with a pure ultramarine blue hull and black calligraphic strokes gliding across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boat create stylized ripples of simple lines as it moves, without traditional light, shadow, or perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a smooth pan following the boat's forward movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024877809919416904 + ], + "opposite_logprob_tokens": [ + -6.002487659454346 + ], + "logprob_reward": -0.0024877809919416904, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024877809919416904, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10717489570379257, + 0.14575140178203583, + 0.2346123605966568, + 0.03885193541646004, + 0.07801956683397293, + 0.030071016401052475, + 0.14582113921642303, + 0.07567716389894485, + 0.08066258579492569, + 0.0633578822016716 + ], + "top_frames": [ + 2, + 6, + 1 + ], + "selected_reward": -0.0024877809919416904 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an abstract world composed of vibrant color blocks and bold black lines in a Henri Matisse style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deconstructed map of the Forbidden City with cadmium yellow rooftops, vermilion walls, and azure/emerald green courtyards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a minimalist boat with a pure ultramarine blue hull and black calligraphic strokes gliding across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boat create stylized ripples of simple lines as it moves, without traditional light, shadow, or perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a smooth pan following the boat's forward movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054929133504629135 + ], + "opposite_logprob_tokens": [ + -2.92992901802063 + ], + "logprob_reward": -0.054929133504629135, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054929133504629135, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05072387307882309, + 0.08308867365121841, + 0.31105706095695496, + 0.09373631328344345, + 0.09763392806053162, + 0.07311537116765976, + 0.03454515337944031, + 0.02674378640949726, + 0.2085990309715271, + 0.02075682394206524 + ], + "top_frames": [ + 2, + 8, + 4 + ], + "selected_reward": -0.054929133504629135 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "smoothly panning drone shot follows a small boat as it navigates an abstract world composed entirely of vibrant blocks of color and bold black lines, à la Henri Matisse. The image below unfolds not as a physical body of water, but rather as a vast, deconstructed map of the Forbidden City complex, composed of large, flat areas of color: cadmium yellow representing palace rooftops, vermilion areas symbolizing city walls, and geometric shapes of azure and emerald green representing courtyards, all clearly separated by decisive, expressive black outlines. Across this sea of color, a symbolic vessel, minimalist and defined by a few black, calligraphic strokes, its hull a pure block of ultramarine blue, glides forward with a steady, rhythmic rhythm. Each stroke of the oars creates stylized ripples of simple lines across the flat surface of color, a movement of grace and deliberation. The entire picture is free from traditional light and shadow and perspective, presenting a purely flat decorative beauty. The light is evenly distributed on each color block, creating a tranquil, dreamy and artistically meaningful atmosphere, like a symbolic journey through history and modern art.", + "seed": 23463, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_2/index_1599_seed_23463_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04549067229963839, + "vlm_logprob": -0.04549067229963839, + "vlm_yes_no_margin": 4.799999952316284, + "vlm_token_credit": -0.04549067229963839, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an abstract world composed of vibrant color blocks and bold black lines in a Henri Matisse style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deconstructed map of the Forbidden City with cadmium yellow rooftops, vermilion walls, and azure/emerald green courtyards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a minimalist boat with a pure ultramarine blue hull and black calligraphic strokes gliding across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boat create stylized ripples of simple lines as it moves, without traditional light, shadow, or perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a smooth pan following the boat's forward movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001302347518503666 + ], + "opposite_logprob_tokens": [ + -7.001302242279053 + ], + "logprob_reward": -0.001302347518503666, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.001302347518503666, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05982116982340813, + 0.027956362813711166, + 0.04077663645148277, + 0.018473679199814796, + 0.011336630210280418, + 0.025427469983696938, + 0.046697914600372314, + 0.03575964644551277, + 0.7086614966392517, + 0.025089023634791374 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.001302347518503666 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an abstract world composed of vibrant color blocks and bold black lines in a Henri Matisse style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deconstructed map of the Forbidden City with cadmium yellow rooftops, vermilion walls, and azure/emerald green courtyards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a minimalist boat with a pure ultramarine blue hull and black calligraphic strokes gliding across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boat create stylized ripples of simple lines as it moves, without traditional light, shadow, or perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a smooth pan following the boat's forward movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01821294054389 + ], + "opposite_logprob_tokens": [ + -4.018212795257568 + ], + "logprob_reward": -0.01821294054389, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01821294054389, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20730078220367432, + 0.06588336825370789, + 0.22147344052791595, + 0.049002766609191895, + 0.07170125842094421, + 0.029075071215629578, + 0.06616897135972977, + 0.07177666574716568, + 0.05423113331198692, + 0.1633865386247635 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.01821294054389 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an abstract world composed of vibrant color blocks and bold black lines in a Henri Matisse style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deconstructed map of the Forbidden City with cadmium yellow rooftops, vermilion walls, and azure/emerald green courtyards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a minimalist boat with a pure ultramarine blue hull and black calligraphic strokes gliding across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boat create stylized ripples of simple lines as it moves, without traditional light, shadow, or perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a smooth pan following the boat's forward movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003613848239183426 + ], + "opposite_logprob_tokens": [ + -5.6286139488220215 + ], + "logprob_reward": -0.003613848239183426, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003613848239183426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04796962812542915, + 0.037446167320013046, + 0.1184387132525444, + 0.03941148519515991, + 0.05013751611113548, + 0.035546790808439255, + 0.018290691077709198, + 0.07518564909696579, + 0.5471674799919128, + 0.030405858531594276 + ], + "top_frames": [ + 8, + 2, + 7 + ], + "selected_reward": -0.003613848239183426 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an abstract world composed of vibrant color blocks and bold black lines in a Henri Matisse style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deconstructed map of the Forbidden City with cadmium yellow rooftops, vermilion walls, and azure/emerald green courtyards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a minimalist boat with a pure ultramarine blue hull and black calligraphic strokes gliding across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boat create stylized ripples of simple lines as it moves, without traditional light, shadow, or perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a smooth pan following the boat's forward movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028161650989204645 + ], + "opposite_logprob_tokens": [ + -5.877816200256348 + ], + "logprob_reward": -0.0028161650989204645, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028161650989204645, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04025443643331528, + 0.049468763172626495, + 0.046877335757017136, + 0.07210801541805267, + 0.030468033626675606, + 0.028177401050925255, + 0.058846525847911835, + 0.045901596546173096, + 0.5779025554656982, + 0.04999535158276558 + ], + "top_frames": [ + 8, + 3, + 6 + ], + "selected_reward": -0.0028161650989204645 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an abstract world composed of vibrant color blocks and bold black lines in a Henri Matisse style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deconstructed map of the Forbidden City with cadmium yellow rooftops, vermilion walls, and azure/emerald green courtyards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a minimalist boat with a pure ultramarine blue hull and black calligraphic strokes gliding across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boat create stylized ripples of simple lines as it moves, without traditional light, shadow, or perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a smooth pan following the boat's forward movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2015080600976944 + ], + "opposite_logprob_tokens": [ + -1.7015080451965332 + ], + "logprob_reward": -0.2015080600976944, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2015080600976944, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06632237136363983, + 0.035859569907188416, + 0.04601389169692993, + 0.043003153055906296, + 0.03413001075387001, + 0.1357821375131607, + 0.19765374064445496, + 0.049898386001586914, + 0.3646512031555176, + 0.026685582473874092 + ], + "top_frames": [ + 8, + 6, + 5 + ], + "selected_reward": -0.2015080600976944 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_3/index_tensor([4380, 4380])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_3/index_tensor([4380, 4380])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9a4391b57eac6975fe4ca290749e9302c4f0368a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_3/index_tensor([4380, 4380])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow tracking shot, shot from a low angle, captures a pristine white seagull soaring beneath a vast, azure sky. Brilliant sunlight streams down, illuminating each feather with a pearly sheen, almost blending into the sky. Its massive wings gracefully spread to their full extent, a few dark feathers at the wingtips, like a calligrapher's delicate finishing strokes, adding depth to the pure white. Rather than flapping violently, it gracefully glides through the air, relying on invisible currents of air, its body only occasionally making subtle adjustments to maintain balance, its streamlined form tracing a graceful, smooth arc. Sunlight filters through the translucent edges of its wings, outlining its sharp outline and casting a soft shadow on its belly. Its piercing black eyes gaze into the distance. The vibrant, saturated colors of the entire image, the stark contrast between the deep blue of the sky and the pure white of the seagull, create an atmosphere of profound tranquility, vastness, and a sense of unfettered freedom.", + "seed": 30900, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_3/index_4380_seed_30900_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.13829381512477995, + "vlm_logprob": -0.13829381512477995, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.13829381512477995, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pristine white seagull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the seagull soaring beneath a vast azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the seagull gliding smoothly with its wings fully spread rather than flapping violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a slow tracking shot following the seagull?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5258671045303345 + ], + "opposite_logprob_tokens": [ + -0.9008671045303345 + ], + "logprob_reward": -0.5258671045303345, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5258671045303345, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04429515078663826, + 0.2066531926393509, + 0.10983914881944656, + 0.2406173199415207, + 0.05594223737716675, + 0.14996370673179626, + 0.0683220848441124, + 0.062037449330091476, + 0.015672221779823303, + 0.046657465398311615 + ], + "top_frames": [ + 3, + 1, + 5 + ], + "selected_reward": -0.5258671045303345 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pristine white seagull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the seagull soaring beneath a vast azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the seagull gliding smoothly with its wings fully spread rather than flapping violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a slow tracking shot following the seagull?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019539566710591316 + ], + "opposite_logprob_tokens": [ + -6.251954078674316 + ], + "logprob_reward": -0.0019539566710591316, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019539566710591316, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.053986698389053345, + 0.1639096736907959, + 0.17533020675182343, + 0.10200671851634979, + 0.1265254020690918, + 0.09755367785692215, + 0.08148130029439926, + 0.0874948501586914, + 0.055171750485897064, + 0.056539732962846756 + ], + "top_frames": [ + 2, + 1, + 4 + ], + "selected_reward": -0.0019539566710591316 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pristine white seagull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the seagull soaring beneath a vast azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the seagull gliding smoothly with its wings fully spread rather than flapping violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a slow tracking shot following the seagull?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08902113884687424 + ], + "opposite_logprob_tokens": [ + -2.4640212059020996 + ], + "logprob_reward": -0.08902113884687424, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08902113884687424, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09300786256790161, + 0.24100853502750397, + 0.10781766474246979, + 0.086837537586689, + 0.2355078011751175, + 0.04741162434220314, + 0.0276041179895401, + 0.03762485086917877, + 0.05509642884135246, + 0.06808359920978546 + ], + "top_frames": [ + 1, + 4, + 2 + ], + "selected_reward": -0.08902113884687424 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pristine white seagull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the seagull soaring beneath a vast azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the seagull gliding smoothly with its wings fully spread rather than flapping violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a slow tracking shot following the seagull?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004640405531972647 + ], + "opposite_logprob_tokens": [ + -5.379640579223633 + ], + "logprob_reward": -0.004640405531972647, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004640405531972647, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04851904138922691, + 0.07612957805395126, + 0.07474350184202194, + 0.09417861700057983, + 0.13062582910060883, + 0.19497288763523102, + 0.1304926574230194, + 0.10824695974588394, + 0.0924287810921669, + 0.049662139266729355 + ], + "top_frames": [ + 5, + 4, + 6 + ], + "selected_reward": -0.004640405531972647 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pristine white seagull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the seagull soaring beneath a vast azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the seagull gliding smoothly with its wings fully spread rather than flapping violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a slow tracking shot following the seagull?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06998647004365921 + ], + "opposite_logprob_tokens": [ + -2.694986581802368 + ], + "logprob_reward": -0.06998647004365921, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.06998647004365921, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08818671107292175, + 0.09752259403467178, + 0.2558338940143585, + 0.08871893584728241, + 0.033582285046577454, + 0.08311079442501068, + 0.13480603694915771, + 0.06467363238334656, + 0.09115982800722122, + 0.062405310571193695 + ], + "top_frames": [ + 2, + 6, + 1 + ], + "selected_reward": -0.06998647004365921 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow tracking shot, shot from a low angle, captures a pristine white seagull soaring beneath a vast, azure sky. Brilliant sunlight streams down, illuminating each feather with a pearly sheen, almost blending into the sky. Its massive wings gracefully spread to their full extent, a few dark feathers at the wingtips, like a calligrapher's delicate finishing strokes, adding depth to the pure white. Rather than flapping violently, it gracefully glides through the air, relying on invisible currents of air, its body only occasionally making subtle adjustments to maintain balance, its streamlined form tracing a graceful, smooth arc. Sunlight filters through the translucent edges of its wings, outlining its sharp outline and casting a soft shadow on its belly. Its piercing black eyes gaze into the distance. The vibrant, saturated colors of the entire image, the stark contrast between the deep blue of the sky and the pure white of the seagull, create an atmosphere of profound tranquility, vastness, and a sense of unfettered freedom.", + "seed": 30901, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_3/index_4380_seed_30901_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05263295897748321, + "vlm_logprob": -0.05263295897748321, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.05263295897748321, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pristine white seagull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the seagull soaring beneath a vast azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the seagull gliding smoothly with its wings fully spread rather than flapping violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a slow tracking shot following the seagull?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1445944756269455 + ], + "opposite_logprob_tokens": [ + -2.019594430923462 + ], + "logprob_reward": -0.1445944756269455, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1445944756269455, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11855035275220871, + 0.014186521992087364, + 0.020575862377882004, + 0.770453929901123, + 0.019054029136896133, + 0.018912125378847122, + 0.010006891563534737, + 0.019744569435715675, + 0.00339165679179132, + 0.005124067422002554 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.1445944756269455 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pristine white seagull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the seagull soaring beneath a vast azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the seagull gliding smoothly with its wings fully spread rather than flapping violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a slow tracking shot following the seagull?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001949435449205339 + ], + "opposite_logprob_tokens": [ + -6.251949310302734 + ], + "logprob_reward": -0.001949435449205339, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.001949435449205339, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18672747910022736, + 0.047639332711696625, + 0.11153393238782883, + 0.5252037644386292, + 0.03294570371508598, + 0.0249016135931015, + 0.030186068266630173, + 0.013203694485127926, + 0.008108244277536869, + 0.01955011487007141 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.001949435449205339 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pristine white seagull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the seagull soaring beneath a vast azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the seagull gliding smoothly with its wings fully spread rather than flapping violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a slow tracking shot following the seagull?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865148663520813 + ], + "opposite_logprob_tokens": [ + -3.0486514568328857 + ], + "logprob_reward": -0.04865148663520813, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865148663520813, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1832985281944275, + 0.030799975618720055, + 0.021959660574793816, + 0.7069911360740662, + 0.021007584407925606, + 0.008344127796590328, + 0.005858809687197208, + 0.0066487775184214115, + 0.007917837239801884, + 0.007173557300120592 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.04865148663520813 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pristine white seagull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the seagull soaring beneath a vast azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the seagull gliding smoothly with its wings fully spread rather than flapping violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a slow tracking shot following the seagull?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005952369887381792 + ], + "opposite_logprob_tokens": [ + -5.13095235824585 + ], + "logprob_reward": -0.005952369887381792, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005952369887381792, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08421500772237778, + 0.05596999078989029, + 0.11062689125537872, + 0.47316163778305054, + 0.11976584792137146, + 0.0480511412024498, + 0.04056921228766441, + 0.025698844343423843, + 0.02352447807788849, + 0.01841697283089161 + ], + "top_frames": [ + 3, + 4, + 2 + ], + "selected_reward": -0.005952369887381792 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pristine white seagull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the seagull soaring beneath a vast azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the seagull gliding smoothly with its wings fully spread rather than flapping violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a slow tracking shot following the seagull?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06201702728867531 + ], + "opposite_logprob_tokens": [ + -2.8120169639587402 + ], + "logprob_reward": -0.06201702728867531, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06201702728867531, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08325021713972092, + 0.009441143833100796, + 0.024286331608891487, + 0.8062408566474915, + 0.03455072268843651, + 0.017530912533402443, + 0.007193980738520622, + 0.005100321024656296, + 0.009751689620316029, + 0.002653868403285742 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.06201702728867531 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow tracking shot, shot from a low angle, captures a pristine white seagull soaring beneath a vast, azure sky. Brilliant sunlight streams down, illuminating each feather with a pearly sheen, almost blending into the sky. Its massive wings gracefully spread to their full extent, a few dark feathers at the wingtips, like a calligrapher's delicate finishing strokes, adding depth to the pure white. Rather than flapping violently, it gracefully glides through the air, relying on invisible currents of air, its body only occasionally making subtle adjustments to maintain balance, its streamlined form tracing a graceful, smooth arc. Sunlight filters through the translucent edges of its wings, outlining its sharp outline and casting a soft shadow on its belly. Its piercing black eyes gaze into the distance. The vibrant, saturated colors of the entire image, the stark contrast between the deep blue of the sky and the pure white of the seagull, create an atmosphere of profound tranquility, vastness, and a sense of unfettered freedom.", + "seed": 30902, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_3/index_4380_seed_30902_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.216727926582098, + "vlm_logprob": -0.216727926582098, + "vlm_yes_no_margin": 2.9, + "vlm_token_credit": -0.216727926582098, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pristine white seagull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the seagull soaring beneath a vast azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the seagull gliding smoothly with its wings fully spread rather than flapping violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a slow tracking shot following the seagull?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7595309615135193 + ], + "opposite_logprob_tokens": [ + -0.6345309615135193 + ], + "logprob_reward": -0.7595309615135193, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7595309615135193, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.09374046325683594, + 0.03282773867249489, + 0.1270385980606079, + 0.06186507269740105, + 0.3298405110836029, + 0.10581173747777939, + 0.1177477315068245, + 0.07758855074644089, + 0.03646049275994301, + 0.017079049721360207 + ], + "top_frames": [ + 4, + 2, + 6 + ], + "selected_reward": -0.7595309615135193 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pristine white seagull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the seagull soaring beneath a vast azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the seagull gliding smoothly with its wings fully spread rather than flapping violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a slow tracking shot following the seagull?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028271013870835304 + ], + "opposite_logprob_tokens": [ + -5.877827167510986 + ], + "logprob_reward": -0.0028271013870835304, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028271013870835304, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11968207359313965, + 0.0456668846309185, + 0.05309860035777092, + 0.06205763667821884, + 0.13291610777378082, + 0.1385912150144577, + 0.06967934966087341, + 0.2176237851381302, + 0.09882501512765884, + 0.06185928359627724 + ], + "top_frames": [ + 7, + 5, + 4 + ], + "selected_reward": -0.0028271013870835304 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pristine white seagull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the seagull soaring beneath a vast azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the seagull gliding smoothly with its wings fully spread rather than flapping violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a slow tracking shot following the seagull?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22555048763751984 + ], + "opposite_logprob_tokens": [ + -1.6005505323410034 + ], + "logprob_reward": -0.22555048763751984, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22555048763751984, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08135242015123367, + 0.02495191991329193, + 0.12105754762887955, + 0.03472210466861725, + 0.10493302345275879, + 0.30016064643859863, + 0.06804154813289642, + 0.0810791626572609, + 0.05282014235854149, + 0.13088147342205048 + ], + "top_frames": [ + 5, + 9, + 2 + ], + "selected_reward": -0.22555048763751984 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pristine white seagull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the seagull soaring beneath a vast azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the seagull gliding smoothly with its wings fully spread rather than flapping violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a slow tracking shot following the seagull?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067379651591181755 + ], + "opposite_logprob_tokens": [ + -5.006738185882568 + ], + "logprob_reward": -0.0067379651591181755, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067379651591181755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06977549940347672, + 0.041858308017253876, + 0.07108371704816818, + 0.0382489338517189, + 0.10807821899652481, + 0.17118285596370697, + 0.059322018176317215, + 0.34943917393684387, + 0.026747357100248337, + 0.06426389515399933 + ], + "top_frames": [ + 7, + 5, + 4 + ], + "selected_reward": -0.0067379651591181755 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pristine white seagull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the seagull soaring beneath a vast azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the seagull gliding smoothly with its wings fully spread rather than flapping violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a slow tracking shot following the seagull?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0889931172132492 + ], + "opposite_logprob_tokens": [ + -2.4639930725097656 + ], + "logprob_reward": -0.0889931172132492, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0889931172132492, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09493463486433029, + 0.03616979718208313, + 0.11267458647489548, + 0.05411743372678757, + 0.07952399551868439, + 0.2505072057247162, + 0.06850332766771317, + 0.16784502565860748, + 0.06166281923651695, + 0.07406116276979446 + ], + "top_frames": [ + 5, + 7, + 2 + ], + "selected_reward": -0.0889931172132492 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow tracking shot, shot from a low angle, captures a pristine white seagull soaring beneath a vast, azure sky. Brilliant sunlight streams down, illuminating each feather with a pearly sheen, almost blending into the sky. Its massive wings gracefully spread to their full extent, a few dark feathers at the wingtips, like a calligrapher's delicate finishing strokes, adding depth to the pure white. Rather than flapping violently, it gracefully glides through the air, relying on invisible currents of air, its body only occasionally making subtle adjustments to maintain balance, its streamlined form tracing a graceful, smooth arc. Sunlight filters through the translucent edges of its wings, outlining its sharp outline and casting a soft shadow on its belly. Its piercing black eyes gaze into the distance. The vibrant, saturated colors of the entire image, the stark contrast between the deep blue of the sky and the pure white of the seagull, create an atmosphere of profound tranquility, vastness, and a sense of unfettered freedom.", + "seed": 30903, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_3/index_4380_seed_30903_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.2610337459715083, + "vlm_logprob": -0.2610337459715083, + "vlm_yes_no_margin": 3.0, + "vlm_token_credit": -0.2610337459715083, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pristine white seagull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the seagull soaring beneath a vast azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the seagull gliding smoothly with its wings fully spread rather than flapping violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a slow tracking shot following the seagull?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9761208295822144 + ], + "opposite_logprob_tokens": [ + -0.47612082958221436 + ], + "logprob_reward": -0.9761208295822144, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9761208295822144, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.051318805664777756, + 0.35566940903663635, + 0.0797639936208725, + 0.03595273196697235, + 0.06174056977033615, + 0.006772872060537338, + 0.08664079755544662, + 0.2903178334236145, + 0.01187084335833788, + 0.019952109083533287 + ], + "top_frames": [ + 1, + 7, + 6 + ], + "selected_reward": -0.9761208295822144 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pristine white seagull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the seagull soaring beneath a vast azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the seagull gliding smoothly with its wings fully spread rather than flapping violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a slow tracking shot following the seagull?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001723591354675591 + ], + "opposite_logprob_tokens": [ + -6.376723766326904 + ], + "logprob_reward": -0.001723591354675591, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.001723591354675591, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11970630288124084, + 0.5107568502426147, + 0.11827999353408813, + 0.018163880333304405, + 0.033167239278554916, + 0.03254593908786774, + 0.02406785450875759, + 0.1264297217130661, + 0.004281047731637955, + 0.012601218186318874 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.001723591354675591 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pristine white seagull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the seagull soaring beneath a vast azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the seagull gliding smoothly with its wings fully spread rather than flapping violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a slow tracking shot following the seagull?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2520814538002014 + ], + "opposite_logprob_tokens": [ + -1.5020813941955566 + ], + "logprob_reward": -0.2520814538002014, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2520814538002014, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.039658308029174805, + 0.6821937561035156, + 0.06557925045490265, + 0.05802788585424423, + 0.034049779176712036, + 0.07751574367284775, + 0.02227691560983658, + 0.015561237931251526, + 0.0033080228604376316, + 0.0018290597945451736 + ], + "top_frames": [ + 1, + 5, + 2 + ], + "selected_reward": -0.2520814538002014 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pristine white seagull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the seagull soaring beneath a vast azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the seagull gliding smoothly with its wings fully spread rather than flapping violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a slow tracking shot following the seagull?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005254269111901522 + ], + "opposite_logprob_tokens": [ + -5.25525426864624 + ], + "logprob_reward": -0.005254269111901522, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005254269111901522, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11800415068864822, + 0.19614548981189728, + 0.12678638100624084, + 0.2026618868112564, + 0.06047466769814491, + 0.012767462059855461, + 0.02737998403608799, + 0.21851079165935516, + 0.02779102325439453, + 0.009478259831666946 + ], + "top_frames": [ + 7, + 3, + 1 + ], + "selected_reward": -0.005254269111901522 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pristine white seagull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the seagull soaring beneath a vast azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the seagull gliding smoothly with its wings fully spread rather than flapping violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a slow tracking shot following the seagull?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06998858600854874 + ], + "opposite_logprob_tokens": [ + -2.694988489151001 + ], + "logprob_reward": -0.06998858600854874, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.06998858600854874, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11481963843107224, + 0.3547632396221161, + 0.02987668663263321, + 0.28733012080192566, + 0.024903394281864166, + 0.028652667999267578, + 0.09141407907009125, + 0.046095363795757294, + 0.012841075658798218, + 0.00930384173989296 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.06998858600854874 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_4/index_tensor([8270, 8270])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_4/index_tensor([8270, 8270])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..7e5cc58f91f1b4ad83073715a5a8835244ce79e7 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_4/index_tensor([8270, 8270])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "drone shot, captured from a wide angle and from the side and rear, follows a heavily armored ancient warrior as he rides a jet-black, muscular steed, galloping along the Great Wall, which winds its way through the mountains. The warrior wears a phoenix-winged helmet with red tassels that dance wildly in the wind. His intricately carved bronze armor, adorned with mountain patterns, gleams with a cool metallic sheen as he moves, and the beast-headed shoulder guards adorning his shoulders project a majestic presence. His bronzed face is stern and resolute. He leans forward slightly, gripping the dark leather and brass-trimmed reins. His crimson cape, swirling in the wind, ripples like a flaming banner. The steed's hooves thunder, each powerful thump pounding against the weathered, massive stone pavement, stirring up a thick cloud of yellow dust and fine gravel, leaving a billowing trail behind him. It's dusk, and slanting golden sunlight paints the endless, towering mountains and the gray city walls that undulate like a giant dragon with a magnificent warm hue. Backlighting frames the swirling dust and mist with a shimmering golden edge, lengthening the lonely shadows of the men and horses cast on the city walls. The entire scene, framed by the grand composition, is imbued with a sense of epic grandeur and the urgency and loneliness of a mission, creating an atmosphere of solemnity and power.", + "seed": 20271, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_4/index_8270_seed_20271_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03372194515541196, + "vlm_logprob": -0.03372194515541196, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.03372194515541196, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a drone shot following the subject from the side and rear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a heavily armored ancient warrior riding a jet-black muscular steed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior wear a phoenix-winged helmet with red tassels and intricately carved bronze armor with mountain patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on the Great Wall winding through mountains at dusk with slanting golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the steed gallop up the wall, kicking up a thick cloud of yellow dust and fine gravel behind it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04550476744771004 + ], + "opposite_logprob_tokens": [ + -3.1705048084259033 + ], + "logprob_reward": -0.04550476744771004, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04550476744771004, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27903681993484497, + 0.09658093005418777, + 0.09308560937643051, + 0.053771279752254486, + 0.06474687159061432, + 0.08931320905685425, + 0.05097198858857155, + 0.07564328610897064, + 0.09201857447624207, + 0.10483139753341675 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.04550476744771004 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a drone shot following the subject from the side and rear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a heavily armored ancient warrior riding a jet-black muscular steed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior wear a phoenix-winged helmet with red tassels and intricately carved bronze armor with mountain patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on the Great Wall winding through mountains at dusk with slanting golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the steed gallop up the wall, kicking up a thick cloud of yellow dust and fine gravel behind it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495553836226463 + ], + "opposite_logprob_tokens": [ + -2.92995548248291 + ], + "logprob_reward": -0.05495553836226463, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495553836226463, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1349940001964569, + 0.12387873232364655, + 0.04529315233230591, + 0.10342646390199661, + 0.13705728948116302, + 0.0691688060760498, + 0.04318394884467125, + 0.02912483736872673, + 0.12353281676769257, + 0.19033999741077423 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.05495553836226463 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a drone shot following the subject from the side and rear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a heavily armored ancient warrior riding a jet-black muscular steed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior wear a phoenix-winged helmet with red tassels and intricately carved bronze armor with mountain patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on the Great Wall winding through mountains at dusk with slanting golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the steed gallop up the wall, kicking up a thick cloud of yellow dust and fine gravel behind it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029819265007972717 + ], + "opposite_logprob_tokens": [ + -3.5298192501068115 + ], + "logprob_reward": -0.029819265007972717, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029819265007972717, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21556340157985687, + 0.12892504036426544, + 0.11559174209833145, + 0.0955645740032196, + 0.045439086854457855, + 0.1022011861205101, + 0.08015888184309006, + 0.028921766206622124, + 0.10798048228025436, + 0.07965388894081116 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.029819265007972717 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a drone shot following the subject from the side and rear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a heavily armored ancient warrior riding a jet-black muscular steed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior wear a phoenix-winged helmet with red tassels and intricately carved bronze armor with mountain patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on the Great Wall winding through mountains at dusk with slanting golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the steed gallop up the wall, kicking up a thick cloud of yellow dust and fine gravel behind it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033695563673973083 + ], + "opposite_logprob_tokens": [ + -3.4086954593658447 + ], + "logprob_reward": -0.033695563673973083, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033695563673973083, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.354102224111557, + 0.025321954861283302, + 0.025398842990398407, + 0.06891661137342453, + 0.06505835056304932, + 0.14161403477191925, + 0.09745923429727554, + 0.029732152819633484, + 0.03450943902134895, + 0.15788713097572327 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.033695563673973083 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a drone shot following the subject from the side and rear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a heavily armored ancient warrior riding a jet-black muscular steed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior wear a phoenix-winged helmet with red tassels and intricately carved bronze armor with mountain patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on the Great Wall winding through mountains at dusk with slanting golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the steed gallop up the wall, kicking up a thick cloud of yellow dust and fine gravel behind it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004634591285139322 + ], + "opposite_logprob_tokens": [ + -5.379634380340576 + ], + "logprob_reward": -0.004634591285139322, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004634591285139322, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40430861711502075, + 0.06196434423327446, + 0.03567242994904518, + 0.044426802545785904, + 0.07776091992855072, + 0.09786459803581238, + 0.08490069955587387, + 0.06465352326631546, + 0.04485860839486122, + 0.08358943462371826 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.004634591285139322 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "drone shot, captured from a wide angle and from the side and rear, follows a heavily armored ancient warrior as he rides a jet-black, muscular steed, galloping along the Great Wall, which winds its way through the mountains. The warrior wears a phoenix-winged helmet with red tassels that dance wildly in the wind. His intricately carved bronze armor, adorned with mountain patterns, gleams with a cool metallic sheen as he moves, and the beast-headed shoulder guards adorning his shoulders project a majestic presence. His bronzed face is stern and resolute. He leans forward slightly, gripping the dark leather and brass-trimmed reins. His crimson cape, swirling in the wind, ripples like a flaming banner. The steed's hooves thunder, each powerful thump pounding against the weathered, massive stone pavement, stirring up a thick cloud of yellow dust and fine gravel, leaving a billowing trail behind him. It's dusk, and slanting golden sunlight paints the endless, towering mountains and the gray city walls that undulate like a giant dragon with a magnificent warm hue. Backlighting frames the swirling dust and mist with a shimmering golden edge, lengthening the lonely shadows of the men and horses cast on the city walls. The entire scene, framed by the grand composition, is imbued with a sense of epic grandeur and the urgency and loneliness of a mission, creating an atmosphere of solemnity and power.", + "seed": 20272, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_4/index_8270_seed_20272_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.043292632699012755, + "vlm_logprob": -0.043292632699012755, + "vlm_yes_no_margin": 3.424999952316284, + "vlm_token_credit": -0.043292632699012755, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a drone shot following the subject from the side and rear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a heavily armored ancient warrior riding a jet-black muscular steed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior wear a phoenix-winged helmet with red tassels and intricately carved bronze armor with mountain patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on the Great Wall winding through mountains at dusk with slanting golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the steed gallop up the wall, kicking up a thick cloud of yellow dust and fine gravel behind it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09347540885210037 + ], + "opposite_logprob_tokens": [ + -2.468475341796875 + ], + "logprob_reward": -0.09347540885210037, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09347540885210037, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25977951288223267, + 0.1399901807308197, + 0.07258586585521698, + 0.05993635207414627, + 0.10029403120279312, + 0.07823511213064194, + 0.07425104081630707, + 0.1310897022485733, + 0.04284186661243439, + 0.04099635034799576 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.09347540885210037 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a drone shot following the subject from the side and rear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a heavily armored ancient warrior riding a jet-black muscular steed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior wear a phoenix-winged helmet with red tassels and intricately carved bronze armor with mountain patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on the Great Wall winding through mountains at dusk with slanting golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the steed gallop up the wall, kicking up a thick cloud of yellow dust and fine gravel behind it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002759724855423 + ], + "opposite_logprob_tokens": [ + -2.6950275897979736 + ], + "logprob_reward": -0.07002759724855423, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002759724855423, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31195706129074097, + 0.12698107957839966, + 0.04952635243535042, + 0.029280761256814003, + 0.05014737695455551, + 0.040717609226703644, + 0.0664033368229866, + 0.20008526742458344, + 0.022531256079673767, + 0.10236989706754684 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.07002759724855423 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a drone shot following the subject from the side and rear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a heavily armored ancient warrior riding a jet-black muscular steed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior wear a phoenix-winged helmet with red tassels and intricately carved bronze armor with mountain patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on the Great Wall winding through mountains at dusk with slanting golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the steed gallop up the wall, kicking up a thick cloud of yellow dust and fine gravel behind it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014203056693077087 + ], + "opposite_logprob_tokens": [ + -4.264203071594238 + ], + "logprob_reward": -0.014203056693077087, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014203056693077087, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.46317318081855774, + 0.06440211087465286, + 0.03916041925549507, + 0.026514623314142227, + 0.09811855107545853, + 0.04008735716342926, + 0.057415153831243515, + 0.1094224750995636, + 0.01648988574743271, + 0.08521623909473419 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.014203056693077087 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a drone shot following the subject from the side and rear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a heavily armored ancient warrior riding a jet-black muscular steed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior wear a phoenix-winged helmet with red tassels and intricately carved bronze armor with mountain patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on the Great Wall winding through mountains at dusk with slanting golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the steed gallop up the wall, kicking up a thick cloud of yellow dust and fine gravel behind it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020576585084199905 + ], + "opposite_logprob_tokens": [ + -3.8955764770507812 + ], + "logprob_reward": -0.020576585084199905, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020576585084199905, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5167734026908875, + 0.07625284790992737, + 0.05124969780445099, + 0.02816637232899666, + 0.02504671737551689, + 0.021246880292892456, + 0.037654101848602295, + 0.18735390901565552, + 0.019664276391267776, + 0.036591801792383194 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.020576585084199905 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a drone shot following the subject from the side and rear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a heavily armored ancient warrior riding a jet-black muscular steed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior wear a phoenix-winged helmet with red tassels and intricately carved bronze armor with mountain patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on the Great Wall winding through mountains at dusk with slanting golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the steed gallop up the wall, kicking up a thick cloud of yellow dust and fine gravel behind it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018180515617132187 + ], + "opposite_logprob_tokens": [ + -4.0181803703308105 + ], + "logprob_reward": -0.018180515617132187, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018180515617132187, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19805486500263214, + 0.06993944942951202, + 0.04446188732981682, + 0.12107401341199875, + 0.2438277006149292, + 0.03737190365791321, + 0.0590808279812336, + 0.11979151517152786, + 0.038626085966825485, + 0.06777174025774002 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.018180515617132187 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "drone shot, captured from a wide angle and from the side and rear, follows a heavily armored ancient warrior as he rides a jet-black, muscular steed, galloping along the Great Wall, which winds its way through the mountains. The warrior wears a phoenix-winged helmet with red tassels that dance wildly in the wind. His intricately carved bronze armor, adorned with mountain patterns, gleams with a cool metallic sheen as he moves, and the beast-headed shoulder guards adorning his shoulders project a majestic presence. His bronzed face is stern and resolute. He leans forward slightly, gripping the dark leather and brass-trimmed reins. His crimson cape, swirling in the wind, ripples like a flaming banner. The steed's hooves thunder, each powerful thump pounding against the weathered, massive stone pavement, stirring up a thick cloud of yellow dust and fine gravel, leaving a billowing trail behind him. It's dusk, and slanting golden sunlight paints the endless, towering mountains and the gray city walls that undulate like a giant dragon with a magnificent warm hue. Backlighting frames the swirling dust and mist with a shimmering golden edge, lengthening the lonely shadows of the men and horses cast on the city walls. The entire scene, framed by the grand composition, is imbued with a sense of epic grandeur and the urgency and loneliness of a mission, creating an atmosphere of solemnity and power.", + "seed": 20273, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_4/index_8270_seed_20273_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.057236873731017116, + "vlm_logprob": -0.057236873731017116, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.057236873731017116, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a drone shot following the subject from the side and rear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a heavily armored ancient warrior riding a jet-black muscular steed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior wear a phoenix-winged helmet with red tassels and intricately carved bronze armor with mountain patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on the Great Wall winding through mountains at dusk with slanting golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the steed gallop up the wall, kicking up a thick cloud of yellow dust and fine gravel behind it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10332333296537399 + ], + "opposite_logprob_tokens": [ + -2.353323221206665 + ], + "logprob_reward": -0.10332333296537399, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10332333296537399, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2376347780227661, + 0.07477773725986481, + 0.09317812323570251, + 0.09402049332857132, + 0.08675162494182587, + 0.04705303534865379, + 0.09120993316173553, + 0.0636630654335022, + 0.13615866005420685, + 0.07555259764194489 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.10332333296537399 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a drone shot following the subject from the side and rear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a heavily armored ancient warrior riding a jet-black muscular steed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior wear a phoenix-winged helmet with red tassels and intricately carved bronze armor with mountain patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on the Great Wall winding through mountains at dusk with slanting golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the steed gallop up the wall, kicking up a thick cloud of yellow dust and fine gravel behind it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14280562102794647 + ], + "opposite_logprob_tokens": [ + -2.017805576324463 + ], + "logprob_reward": -0.14280562102794647, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14280562102794647, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2773076593875885, + 0.09252740442752838, + 0.06501076370477676, + 0.07547473907470703, + 0.033271826803684235, + 0.05813441425561905, + 0.11433696746826172, + 0.14262442290782928, + 0.06561532616615295, + 0.07569653540849686 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.14280562102794647 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a drone shot following the subject from the side and rear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a heavily armored ancient warrior riding a jet-black muscular steed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior wear a phoenix-winged helmet with red tassels and intricately carved bronze armor with mountain patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on the Great Wall winding through mountains at dusk with slanting golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the steed gallop up the wall, kicking up a thick cloud of yellow dust and fine gravel behind it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014207875356078148 + ], + "opposite_logprob_tokens": [ + -4.26420783996582 + ], + "logprob_reward": -0.014207875356078148, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014207875356078148, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31545916199684143, + 0.13566260039806366, + 0.09093915671110153, + 0.08076020330190659, + 0.04792148247361183, + 0.06533592194318771, + 0.07468754053115845, + 0.06978999078273773, + 0.04685172438621521, + 0.07259222120046616 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.014207875356078148 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a drone shot following the subject from the side and rear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a heavily armored ancient warrior riding a jet-black muscular steed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior wear a phoenix-winged helmet with red tassels and intricately carved bronze armor with mountain patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on the Great Wall winding through mountains at dusk with slanting golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the steed gallop up the wall, kicking up a thick cloud of yellow dust and fine gravel behind it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009780345484614372 + ], + "opposite_logprob_tokens": [ + -4.634780406951904 + ], + "logprob_reward": -0.009780345484614372, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009780345484614372, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1833283007144928, + 0.32883623242378235, + 0.08874473720788956, + 0.0757017433643341, + 0.060250844806432724, + 0.06502539664506912, + 0.04916190356016159, + 0.0427219495177269, + 0.04374692216515541, + 0.06248199939727783 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.009780345484614372 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a drone shot following the subject from the side and rear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a heavily armored ancient warrior riding a jet-black muscular steed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior wear a phoenix-winged helmet with red tassels and intricately carved bronze armor with mountain patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on the Great Wall winding through mountains at dusk with slanting golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the steed gallop up the wall, kicking up a thick cloud of yellow dust and fine gravel behind it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606719382107258 + ], + "opposite_logprob_tokens": [ + -4.141067028045654 + ], + "logprob_reward": -0.01606719382107258, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606719382107258, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11808906495571136, + 0.17348116636276245, + 0.0465676411986351, + 0.052114639431238174, + 0.04159173741936684, + 0.15068772435188293, + 0.12349053472280502, + 0.11695785820484161, + 0.08215876668691635, + 0.09486086666584015 + ], + "top_frames": [ + 1, + 5, + 6 + ], + "selected_reward": -0.01606719382107258 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "drone shot, captured from a wide angle and from the side and rear, follows a heavily armored ancient warrior as he rides a jet-black, muscular steed, galloping along the Great Wall, which winds its way through the mountains. The warrior wears a phoenix-winged helmet with red tassels that dance wildly in the wind. His intricately carved bronze armor, adorned with mountain patterns, gleams with a cool metallic sheen as he moves, and the beast-headed shoulder guards adorning his shoulders project a majestic presence. His bronzed face is stern and resolute. He leans forward slightly, gripping the dark leather and brass-trimmed reins. His crimson cape, swirling in the wind, ripples like a flaming banner. The steed's hooves thunder, each powerful thump pounding against the weathered, massive stone pavement, stirring up a thick cloud of yellow dust and fine gravel, leaving a billowing trail behind him. It's dusk, and slanting golden sunlight paints the endless, towering mountains and the gray city walls that undulate like a giant dragon with a magnificent warm hue. Backlighting frames the swirling dust and mist with a shimmering golden edge, lengthening the lonely shadows of the men and horses cast on the city walls. The entire scene, framed by the grand composition, is imbued with a sense of epic grandeur and the urgency and loneliness of a mission, creating an atmosphere of solemnity and power.", + "seed": 20274, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_4/index_8270_seed_20274_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.15538924150168895, + "vlm_logprob": -0.15538924150168895, + "vlm_yes_no_margin": 2.275, + "vlm_token_credit": -0.15538924150168895, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a drone shot following the subject from the side and rear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a heavily armored ancient warrior riding a jet-black muscular steed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior wear a phoenix-winged helmet with red tassels and intricately carved bronze armor with mountain patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on the Great Wall winding through mountains at dusk with slanting golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the steed gallop up the wall, kicking up a thick cloud of yellow dust and fine gravel behind it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2074979841709137 + ], + "opposite_logprob_tokens": [ + -1.7074979543685913 + ], + "logprob_reward": -0.2074979841709137, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2074979841709137, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14212164282798767, + 0.08609826862812042, + 0.10856891423463821, + 0.10567443072795868, + 0.10991761088371277, + 0.06581943482160568, + 0.10797210782766342, + 0.084369957447052, + 0.11150352656841278, + 0.07795413583517075 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.2074979841709137 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a drone shot following the subject from the side and rear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a heavily armored ancient warrior riding a jet-black muscular steed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior wear a phoenix-winged helmet with red tassels and intricately carved bronze armor with mountain patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on the Great Wall winding through mountains at dusk with slanting golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the steed gallop up the wall, kicking up a thick cloud of yellow dust and fine gravel behind it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4289085865020752 + ], + "opposite_logprob_tokens": [ + -1.0539085865020752 + ], + "logprob_reward": -0.4289085865020752, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4289085865020752, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26197659969329834, + 0.09637018293142319, + 0.057075485587120056, + 0.044714104384183884, + 0.0721973180770874, + 0.23094390332698822, + 0.0500754788517952, + 0.08469346910715103, + 0.04505192115902901, + 0.05690155178308487 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.4289085865020752 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a drone shot following the subject from the side and rear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a heavily armored ancient warrior riding a jet-black muscular steed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior wear a phoenix-winged helmet with red tassels and intricately carved bronze armor with mountain patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on the Great Wall winding through mountains at dusk with slanting golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the steed gallop up the wall, kicking up a thick cloud of yellow dust and fine gravel behind it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04868566244840622 + ], + "opposite_logprob_tokens": [ + -3.0486855506896973 + ], + "logprob_reward": -0.04868566244840622, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04868566244840622, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33989161252975464, + 0.2032075822353363, + 0.07135400921106339, + 0.03979390114545822, + 0.08750127255916595, + 0.057721491903066635, + 0.052525583654642105, + 0.06012967601418495, + 0.03079376369714737, + 0.05708111450076103 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.04868566244840622 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a drone shot following the subject from the side and rear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a heavily armored ancient warrior riding a jet-black muscular steed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior wear a phoenix-winged helmet with red tassels and intricately carved bronze armor with mountain patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on the Great Wall winding through mountains at dusk with slanting golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the steed gallop up the wall, kicking up a thick cloud of yellow dust and fine gravel behind it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205299124121666 + ], + "opposite_logprob_tokens": [ + -2.8120529651641846 + ], + "logprob_reward": -0.06205299124121666, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205299124121666, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22119547426700592, + 0.21852260828018188, + 0.09781689941883087, + 0.040465664118528366, + 0.07762390375137329, + 0.07126203179359436, + 0.07717075198888779, + 0.07056700438261032, + 0.051255352795124054, + 0.07412035763263702 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.06205299124121666 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a drone shot following the subject from the side and rear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a heavily armored ancient warrior riding a jet-black muscular steed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior wear a phoenix-winged helmet with red tassels and intricately carved bronze armor with mountain patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on the Great Wall winding through mountains at dusk with slanting golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the steed gallop up the wall, kicking up a thick cloud of yellow dust and fine gravel behind it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029800983145833015 + ], + "opposite_logprob_tokens": [ + -3.5298008918762207 + ], + "logprob_reward": -0.029800983145833015, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029800983145833015, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17510318756103516, + 0.10995607078075409, + 0.05388479307293892, + 0.05778024345636368, + 0.06484229862689972, + 0.035286229103803635, + 0.07935387641191483, + 0.30857354402542114, + 0.0672256276011467, + 0.047994215041399 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.029800983145833015 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_5/index_tensor([6003, 6003])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_5/index_tensor([6003, 6003])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c551a41d25fe1112efa4b06c4eee4ce8a61106fd --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_5/index_tensor([6003, 6003])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static yet unwavering extreme macro shot delves into the surreal landscape of the human eye in lifelike 4K detail. The camera focuses on the scrotum, not a pure white, but a pearly, slightly yellowish-yellow surface with a damp sheen, woven through a complex network of crimson veins. These intricate, blood-filled channels, rendered with breathtaking clarity, branch like a delicate, leafless tree, some appearing as dense, protruding vessels, while others fragment into hair-like capillaries. The central action is the subtle, rhythmic pulsation within these veins; they expand and contract almost imperceptibly in a steady biological rhythm, suggesting the silent beating of a heart. Bright, unfocused, clinical lighting illuminates every tiny texture without casting harsh shadows and creating small, sharp, specular highlights along the curve of the cornea. The edge of a dark brown iris, with its intricate fibrous pattern, is visible on one side of the frame, creating a scrotal landscape reminiscent of an alien. The overall atmosphere is one of intense, almost uncomfortable intimacy and biological fascination, a visceral exploration of the inner mechanisms of life.", + "seed": 32399, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_5/index_6003_seed_32399_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.043922551348805426, + "vlm_logprob": -0.043922551348805426, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.043922551348805426, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on the internal structures of the human eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central surface pearly, slightly yellowish, and damp with a sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are crimson veins visible branching like a leafless tree with some dense protruding vessels and hair-like capillaries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the veins exhibit a subtle, rhythmic pulsation expanding and contracting in a steady biological rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the edge of a dark brown iris with an intricate fibrous pattern visible on one side of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0124196233227849 + ], + "opposite_logprob_tokens": [ + -4.512419700622559 + ], + "logprob_reward": -0.0124196233227849, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.0124196233227849, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20155902206897736, + 0.07717248052358627, + 0.06606096029281616, + 0.07662937045097351, + 0.06327885389328003, + 0.04083201661705971, + 0.19769451022148132, + 0.10168537497520447, + 0.08520177751779556, + 0.08988562226295471 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.0124196233227849 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on the internal structures of the human eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central surface pearly, slightly yellowish, and damp with a sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are crimson veins visible branching like a leafless tree with some dense protruding vessels and hair-like capillaries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the veins exhibit a subtle, rhythmic pulsation expanding and contracting in a steady biological rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the edge of a dark brown iris with an intricate fibrous pattern visible on one side of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059771365486085415 + ], + "opposite_logprob_tokens": [ + -5.130977153778076 + ], + "logprob_reward": -0.0059771365486085415, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059771365486085415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20401877164840698, + 0.13212017714977264, + 0.09855391085147858, + 0.08422771096229553, + 0.10213581472635269, + 0.050186458975076675, + 0.049685508012771606, + 0.061719898134469986, + 0.08184158802032471, + 0.13551007211208344 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.0059771365486085415 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on the internal structures of the human eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central surface pearly, slightly yellowish, and damp with a sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are crimson veins visible branching like a leafless tree with some dense protruding vessels and hair-like capillaries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the veins exhibit a subtle, rhythmic pulsation expanding and contracting in a steady biological rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the edge of a dark brown iris with an intricate fibrous pattern visible on one side of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004106185864657164 + ], + "opposite_logprob_tokens": [ + -5.504106044769287 + ], + "logprob_reward": -0.004106185864657164, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004106185864657164, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2276800572872162, + 0.10604404658079147, + 0.05370599031448364, + 0.05939493700861931, + 0.05926778167486191, + 0.11558985710144043, + 0.0907067358493805, + 0.06809171289205551, + 0.08897681534290314, + 0.13054202497005463 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.004106185864657164 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on the internal structures of the human eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central surface pearly, slightly yellowish, and damp with a sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are crimson veins visible branching like a leafless tree with some dense protruding vessels and hair-like capillaries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the veins exhibit a subtle, rhythmic pulsation expanding and contracting in a steady biological rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the edge of a dark brown iris with an intricate fibrous pattern visible on one side of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270889937877655 + ], + "opposite_logprob_tokens": [ + -2.127089023590088 + ], + "logprob_reward": -0.1270889937877655, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270889937877655, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.150419682264328, + 0.0661725178360939, + 0.06843405961990356, + 0.07315210998058319, + 0.09900735318660736, + 0.07234000414609909, + 0.13276247680187225, + 0.13922874629497528, + 0.09677912294864655, + 0.10170391947031021 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.1270889937877655 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on the internal structures of the human eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central surface pearly, slightly yellowish, and damp with a sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are crimson veins visible branching like a leafless tree with some dense protruding vessels and hair-like capillaries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the veins exhibit a subtle, rhythmic pulsation expanding and contracting in a steady biological rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the edge of a dark brown iris with an intricate fibrous pattern visible on one side of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002081722021103 + ], + "opposite_logprob_tokens": [ + -2.695020914077759 + ], + "logprob_reward": -0.07002081722021103, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002081722021103, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17114834487438202, + 0.04323418810963631, + 0.022352393716573715, + 0.0358683317899704, + 0.0846058800816536, + 0.05231266841292381, + 0.03826932981610298, + 0.3424866795539856, + 0.11028265208005905, + 0.09943952411413193 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.07002081722021103 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static yet unwavering extreme macro shot delves into the surreal landscape of the human eye in lifelike 4K detail. The camera focuses on the scrotum, not a pure white, but a pearly, slightly yellowish-yellow surface with a damp sheen, woven through a complex network of crimson veins. These intricate, blood-filled channels, rendered with breathtaking clarity, branch like a delicate, leafless tree, some appearing as dense, protruding vessels, while others fragment into hair-like capillaries. The central action is the subtle, rhythmic pulsation within these veins; they expand and contract almost imperceptibly in a steady biological rhythm, suggesting the silent beating of a heart. Bright, unfocused, clinical lighting illuminates every tiny texture without casting harsh shadows and creating small, sharp, specular highlights along the curve of the cornea. The edge of a dark brown iris, with its intricate fibrous pattern, is visible on one side of the frame, creating a scrotal landscape reminiscent of an alien. The overall atmosphere is one of intense, almost uncomfortable intimacy and biological fascination, a visceral exploration of the inner mechanisms of life.", + "seed": 32400, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_5/index_6003_seed_32400_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.037531690392643216, + "vlm_logprob": -0.037531690392643216, + "vlm_yes_no_margin": 4.499999976158142, + "vlm_token_credit": -0.037531690392643216, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on the internal structures of the human eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central surface pearly, slightly yellowish, and damp with a sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are crimson veins visible branching like a leafless tree with some dense protruding vessels and hair-like capillaries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the veins exhibit a subtle, rhythmic pulsation expanding and contracting in a steady biological rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the edge of a dark brown iris with an intricate fibrous pattern visible on one side of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003825609339401126 + ], + "opposite_logprob_tokens": [ + -6.628825664520264 + ], + "logprob_reward": -0.003825609339401126, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.003825609339401126, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.366586297750473, + 0.14667309820652008, + 0.05178088694810867, + 0.04349560663104057, + 0.037290751934051514, + 0.03453821688890457, + 0.11365913599729538, + 0.03825550153851509, + 0.1216803714632988, + 0.046040184795856476 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.003825609339401126 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on the internal structures of the human eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central surface pearly, slightly yellowish, and damp with a sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are crimson veins visible branching like a leafless tree with some dense protruding vessels and hair-like capillaries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the veins exhibit a subtle, rhythmic pulsation expanding and contracting in a steady biological rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the edge of a dark brown iris with an intricate fibrous pattern visible on one side of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020617106929421425 + ], + "opposite_logprob_tokens": [ + -3.8956170082092285 + ], + "logprob_reward": -0.020617106929421425, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020617106929421425, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3515476882457733, + 0.24633166193962097, + 0.04341581091284752, + 0.041626740247011185, + 0.03809220343828201, + 0.05850463733077049, + 0.05914249271154404, + 0.03191857412457466, + 0.061755139380693436, + 0.06766507774591446 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.020617106929421425 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on the internal structures of the human eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central surface pearly, slightly yellowish, and damp with a sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are crimson veins visible branching like a leafless tree with some dense protruding vessels and hair-like capillaries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the veins exhibit a subtle, rhythmic pulsation expanding and contracting in a steady biological rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the edge of a dark brown iris with an intricate fibrous pattern visible on one side of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002208415186032653 + ], + "opposite_logprob_tokens": [ + -6.127208232879639 + ], + "logprob_reward": -0.002208415186032653, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002208415186032653, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13603799045085907, + 0.1607225090265274, + 0.07366808503866196, + 0.10898490995168686, + 0.09623796492815018, + 0.061056386679410934, + 0.13742248713970184, + 0.10307218134403229, + 0.047447752207517624, + 0.07534969598054886 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.002208415186032653 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on the internal structures of the human eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central surface pearly, slightly yellowish, and damp with a sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are crimson veins visible branching like a leafless tree with some dense protruding vessels and hair-like capillaries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the veins exhibit a subtle, rhythmic pulsation expanding and contracting in a steady biological rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the edge of a dark brown iris with an intricate fibrous pattern visible on one side of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14282329380512238 + ], + "opposite_logprob_tokens": [ + -2.0178232192993164 + ], + "logprob_reward": -0.14282329380512238, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14282329380512238, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4161755442619324, + 0.06947670131921768, + 0.059562623500823975, + 0.12852899730205536, + 0.11163606494665146, + 0.042142707854509354, + 0.07748011499643326, + 0.025994831696152687, + 0.04033146798610687, + 0.028670920059084892 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.14282329380512238 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on the internal structures of the human eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central surface pearly, slightly yellowish, and damp with a sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are crimson veins visible branching like a leafless tree with some dense protruding vessels and hair-like capillaries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the veins exhibit a subtle, rhythmic pulsation expanding and contracting in a steady biological rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the edge of a dark brown iris with an intricate fibrous pattern visible on one side of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018184026703238487 + ], + "opposite_logprob_tokens": [ + -4.018184185028076 + ], + "logprob_reward": -0.018184026703238487, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018184026703238487, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.199067622423172, + 0.2447543740272522, + 0.09251972287893295, + 0.08067549020051956, + 0.05637345090508461, + 0.05035794898867607, + 0.03982209786772728, + 0.05437660589814186, + 0.08604738861322403, + 0.09600529819726944 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.018184026703238487 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static yet unwavering extreme macro shot delves into the surreal landscape of the human eye in lifelike 4K detail. The camera focuses on the scrotum, not a pure white, but a pearly, slightly yellowish-yellow surface with a damp sheen, woven through a complex network of crimson veins. These intricate, blood-filled channels, rendered with breathtaking clarity, branch like a delicate, leafless tree, some appearing as dense, protruding vessels, while others fragment into hair-like capillaries. The central action is the subtle, rhythmic pulsation within these veins; they expand and contract almost imperceptibly in a steady biological rhythm, suggesting the silent beating of a heart. Bright, unfocused, clinical lighting illuminates every tiny texture without casting harsh shadows and creating small, sharp, specular highlights along the curve of the cornea. The edge of a dark brown iris, with its intricate fibrous pattern, is visible on one side of the frame, creating a scrotal landscape reminiscent of an alien. The overall atmosphere is one of intense, almost uncomfortable intimacy and biological fascination, a visceral exploration of the inner mechanisms of life.", + "seed": 32401, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_5/index_6003_seed_32401_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07721297023817897, + "vlm_logprob": -0.07721297023817897, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.07721297023817897, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on the internal structures of the human eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central surface pearly, slightly yellowish, and damp with a sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are crimson veins visible branching like a leafless tree with some dense protruding vessels and hair-like capillaries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the veins exhibit a subtle, rhythmic pulsation expanding and contracting in a steady biological rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the edge of a dark brown iris with an intricate fibrous pattern visible on one side of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03999798744916916 + ], + "opposite_logprob_tokens": [ + -3.2899980545043945 + ], + "logprob_reward": -0.03999798744916916, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03999798744916916, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18811087310314178, + 0.12356169521808624, + 0.09132415056228638, + 0.04725981876254082, + 0.05573658272624016, + 0.06021667644381523, + 0.03428901359438896, + 0.08817305415868759, + 0.25989770889282227, + 0.05143042281270027 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.03999798744916916 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on the internal structures of the human eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central surface pearly, slightly yellowish, and damp with a sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are crimson veins visible branching like a leafless tree with some dense protruding vessels and hair-like capillaries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the veins exhibit a subtle, rhythmic pulsation expanding and contracting in a steady biological rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the edge of a dark brown iris with an intricate fibrous pattern visible on one side of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006769935134798288 + ], + "opposite_logprob_tokens": [ + -5.006770133972168 + ], + "logprob_reward": -0.006769935134798288, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006769935134798288, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1900366097688675, + 0.0554017648100853, + 0.1420886516571045, + 0.04884074628353119, + 0.0550876222550869, + 0.03232591226696968, + 0.04590640589594841, + 0.18805989623069763, + 0.09194750338792801, + 0.1503048837184906 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.006769935134798288 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on the internal structures of the human eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central surface pearly, slightly yellowish, and damp with a sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are crimson veins visible branching like a leafless tree with some dense protruding vessels and hair-like capillaries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the veins exhibit a subtle, rhythmic pulsation expanding and contracting in a steady biological rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the edge of a dark brown iris with an intricate fibrous pattern visible on one side of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002500266768038273 + ], + "opposite_logprob_tokens": [ + -6.002500057220459 + ], + "logprob_reward": -0.002500266768038273, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002500266768038273, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0772537961602211, + 0.04550318047404289, + 0.07589039206504822, + 0.029765551909804344, + 0.052644047886133194, + 0.05996396392583847, + 0.03266642615199089, + 0.07618731260299683, + 0.4743250608444214, + 0.07580018043518066 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.002500266768038273 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on the internal structures of the human eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central surface pearly, slightly yellowish, and damp with a sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are crimson veins visible branching like a leafless tree with some dense protruding vessels and hair-like capillaries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the veins exhibit a subtle, rhythmic pulsation expanding and contracting in a steady biological rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the edge of a dark brown iris with an intricate fibrous pattern visible on one side of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3135068416595459 + ], + "opposite_logprob_tokens": [ + -1.313506841659546 + ], + "logprob_reward": -0.3135068416595459, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3135068416595459, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1340949982404709, + 0.09107518196105957, + 0.10382969677448273, + 0.06238634139299393, + 0.08667635917663574, + 0.0726214274764061, + 0.06357576698064804, + 0.13951458036899567, + 0.13139879703521729, + 0.11482683569192886 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.3135068416595459 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on the internal structures of the human eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central surface pearly, slightly yellowish, and damp with a sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are crimson veins visible branching like a leafless tree with some dense protruding vessels and hair-like capillaries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the veins exhibit a subtle, rhythmic pulsation expanding and contracting in a steady biological rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the edge of a dark brown iris with an intricate fibrous pattern visible on one side of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023289820179343224 + ], + "opposite_logprob_tokens": [ + -3.773289918899536 + ], + "logprob_reward": -0.023289820179343224, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023289820179343224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09993554651737213, + 0.20457178354263306, + 0.07231917232275009, + 0.036356121301651, + 0.11867962032556534, + 0.07594932615756989, + 0.035749271512031555, + 0.11967741698026657, + 0.15478898584842682, + 0.08197268098592758 + ], + "top_frames": [ + 1, + 8, + 7 + ], + "selected_reward": -0.023289820179343224 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static yet unwavering extreme macro shot delves into the surreal landscape of the human eye in lifelike 4K detail. The camera focuses on the scrotum, not a pure white, but a pearly, slightly yellowish-yellow surface with a damp sheen, woven through a complex network of crimson veins. These intricate, blood-filled channels, rendered with breathtaking clarity, branch like a delicate, leafless tree, some appearing as dense, protruding vessels, while others fragment into hair-like capillaries. The central action is the subtle, rhythmic pulsation within these veins; they expand and contract almost imperceptibly in a steady biological rhythm, suggesting the silent beating of a heart. Bright, unfocused, clinical lighting illuminates every tiny texture without casting harsh shadows and creating small, sharp, specular highlights along the curve of the cornea. The edge of a dark brown iris, with its intricate fibrous pattern, is visible on one side of the frame, creating a scrotal landscape reminiscent of an alien. The overall atmosphere is one of intense, almost uncomfortable intimacy and biological fascination, a visceral exploration of the inner mechanisms of life.", + "seed": 32402, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_5/index_6003_seed_32402_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05878032147884369, + "vlm_logprob": -0.05878032147884369, + "vlm_yes_no_margin": 3.775, + "vlm_token_credit": -0.05878032147884369, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on the internal structures of the human eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central surface pearly, slightly yellowish, and damp with a sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are crimson veins visible branching like a leafless tree with some dense protruding vessels and hair-like capillaries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the veins exhibit a subtle, rhythmic pulsation expanding and contracting in a steady biological rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the edge of a dark brown iris with an intricate fibrous pattern visible on one side of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01227291114628315 + ], + "opposite_logprob_tokens": [ + -4.637272834777832 + ], + "logprob_reward": -0.01227291114628315, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.01227291114628315, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33150768280029297, + 0.06025264784693718, + 0.06769794970750809, + 0.06209826469421387, + 0.13626383244991302, + 0.09021810442209244, + 0.04859933629631996, + 0.10031113028526306, + 0.06842711567878723, + 0.034623969346284866 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.01227291114628315 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on the internal structures of the human eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central surface pearly, slightly yellowish, and damp with a sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are crimson veins visible branching like a leafless tree with some dense protruding vessels and hair-like capillaries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the veins exhibit a subtle, rhythmic pulsation expanding and contracting in a steady biological rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the edge of a dark brown iris with an intricate fibrous pattern visible on one side of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018221836537122726 + ], + "opposite_logprob_tokens": [ + -4.018221855163574 + ], + "logprob_reward": -0.018221836537122726, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018221836537122726, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27812567353248596, + 0.12119642645120621, + 0.07729342579841614, + 0.06472685933113098, + 0.14200513064861298, + 0.04751599580049515, + 0.041589733213186264, + 0.10698773711919785, + 0.07996457815170288, + 0.040594473481178284 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.018221836537122726 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on the internal structures of the human eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central surface pearly, slightly yellowish, and damp with a sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are crimson veins visible branching like a leafless tree with some dense protruding vessels and hair-like capillaries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the veins exhibit a subtle, rhythmic pulsation expanding and contracting in a steady biological rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the edge of a dark brown iris with an intricate fibrous pattern visible on one side of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004102030768990517 + ], + "opposite_logprob_tokens": [ + -5.5041022300720215 + ], + "logprob_reward": -0.004102030768990517, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004102030768990517, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16773885488510132, + 0.10282877832651138, + 0.07516146451234818, + 0.04773244634270668, + 0.11460394412279129, + 0.045866016298532486, + 0.05041380971670151, + 0.20916122198104858, + 0.1020861491560936, + 0.08440724015235901 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.004102030768990517 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on the internal structures of the human eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central surface pearly, slightly yellowish, and damp with a sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are crimson veins visible branching like a leafless tree with some dense protruding vessels and hair-like capillaries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the veins exhibit a subtle, rhythmic pulsation expanding and contracting in a steady biological rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the edge of a dark brown iris with an intricate fibrous pattern visible on one side of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.225607767701149 + ], + "opposite_logprob_tokens": [ + -1.6006077527999878 + ], + "logprob_reward": -0.225607767701149, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.225607767701149, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16764241456985474, + 0.09619402140378952, + 0.050021570175886154, + 0.06130372732877731, + 0.07968876510858536, + 0.15320394933223724, + 0.14751200377941132, + 0.09803017973899841, + 0.12611660361289978, + 0.020286772400140762 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.225607767701149 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on the internal structures of the human eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central surface pearly, slightly yellowish, and damp with a sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are crimson veins visible branching like a leafless tree with some dense protruding vessels and hair-like capillaries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the veins exhibit a subtle, rhythmic pulsation expanding and contracting in a steady biological rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the edge of a dark brown iris with an intricate fibrous pattern visible on one side of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033697061240673065 + ], + "opposite_logprob_tokens": [ + -3.4086971282958984 + ], + "logprob_reward": -0.033697061240673065, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033697061240673065, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14844603836536407, + 0.0457301028072834, + 0.06302180141210556, + 0.08040114492177963, + 0.1676599681377411, + 0.11157792061567307, + 0.07692675292491913, + 0.23804815113544464, + 0.04439437761902809, + 0.02379368059337139 + ], + "top_frames": [ + 7, + 4, + 0 + ], + "selected_reward": -0.033697061240673065 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_6/index_tensor([7633, 7633])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_6/index_tensor([7633, 7633])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..fa29cf48a7477d308f38a674436097b26f953aec --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_6/index_tensor([7633, 7633])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "powerful overhead shot, the camera fixed at an extremely low angle to the ground, swaying violently as the earth trembles violently, reveals a mountain-sized beast slowly and ponderously rolling past. The entire scene is shrouded in a stark contrast of black and white. A harsh, low-angled light sweeps from the side, carving every deep groove in the beast's rocky hide into a pitch-black shadow, while its ridges of muscle and bone appear a brilliant, almost blown-out white. Each step of its towering legs sends the camera careening with a devastating jolt, sending countless rubble and dust from the ground swirling in a chaotic, swirling cloud of smoke in the light beam. The viewer's gaze is completely absorbed by a portion of its massive body, unable to see its full extent, only its unparalleled mass and power. The entire image is imbued with a sense of primal, untamed power, creating a sense of apocalyptic, suffocating oppression and epic grandeur.", + "seed": 12738, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_6/index_7633_seed_12738_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.27959732664749026, + "vlm_logprob": -0.27959732664749026, + "vlm_yes_no_margin": 3.175, + "vlm_token_credit": -0.27959732664749026, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in a stark black and white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera fixed at an extremely low angle to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a mountain-sized beast with rocky hide visible rolling past the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a harsh low-angled light sweep from the side creating pitch-black shadows and blown-out white highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera sway violently and jolt as the beast steps, causing rubble and dust to swirl in a chaotic cloud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04821593314409256 + ], + "opposite_logprob_tokens": [ + -3.173215866088867 + ], + "logprob_reward": -0.04821593314409256, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04821593314409256, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.047991178929805756, + 0.02357373759150505, + 0.03241546079516411, + 0.03632475435733795, + 0.06995611637830734, + 0.09566349536180496, + 0.047521475702524185, + 0.04548001289367676, + 0.5732792615890503, + 0.027794446796178818 + ], + "top_frames": [ + 8, + 5, + 4 + ], + "selected_reward": -0.04821593314409256 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in a stark black and white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera fixed at an extremely low angle to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a mountain-sized beast with rocky hide visible rolling past the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a harsh low-angled light sweep from the side creating pitch-black shadows and blown-out white highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera sway violently and jolt as the beast steps, causing rubble and dust to swirl in a chaotic cloud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3134245872497559 + ], + "opposite_logprob_tokens": [ + -0.3134245276451111 + ], + "logprob_reward": -1.3134245872497559, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.3134245872497559, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1399160921573639, + 0.0641297772526741, + 0.04981603845953941, + 0.042759791016578674, + 0.05798020213842392, + 0.32304292917251587, + 0.06252775341272354, + 0.07839768379926682, + 0.1078496053814888, + 0.07358003407716751 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -1.3134245872497559 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in a stark black and white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera fixed at an extremely low angle to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a mountain-sized beast with rocky hide visible rolling past the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a harsh low-angled light sweep from the side creating pitch-black shadows and blown-out white highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera sway violently and jolt as the beast steps, causing rubble and dust to swirl in a chaotic cloud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004645982291549444 + ], + "opposite_logprob_tokens": [ + -5.379645824432373 + ], + "logprob_reward": -0.004645982291549444, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004645982291549444, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10193401575088501, + 0.034692343324422836, + 0.03637855872511864, + 0.03512629121541977, + 0.12641720473766327, + 0.3073633313179016, + 0.06621670722961426, + 0.08219719678163528, + 0.11755600571632385, + 0.09211836010217667 + ], + "top_frames": [ + 5, + 4, + 8 + ], + "selected_reward": -0.004645982291549444 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in a stark black and white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera fixed at an extremely low angle to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a mountain-sized beast with rocky hide visible rolling past the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a harsh low-angled light sweep from the side creating pitch-black shadows and blown-out white highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera sway violently and jolt as the beast steps, causing rubble and dust to swirl in a chaotic cloud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02061407081782818 + ], + "opposite_logprob_tokens": [ + -3.8956141471862793 + ], + "logprob_reward": -0.02061407081782818, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02061407081782818, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09395089000463486, + 0.0459415465593338, + 0.051923830062150955, + 0.03038548119366169, + 0.0922098457813263, + 0.25087809562683105, + 0.05377452075481415, + 0.12770220637321472, + 0.13288362324237823, + 0.12034997344017029 + ], + "top_frames": [ + 5, + 8, + 7 + ], + "selected_reward": -0.02061407081782818 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in a stark black and white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera fixed at an extremely low angle to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a mountain-sized beast with rocky hide visible rolling past the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a harsh low-angled light sweep from the side creating pitch-black shadows and blown-out white highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera sway violently and jolt as the beast steps, causing rubble and dust to swirl in a chaotic cloud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011086059734225273 + ], + "opposite_logprob_tokens": [ + -4.5110859870910645 + ], + "logprob_reward": -0.011086059734225273, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011086059734225273, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.057229503989219666, + 0.10790713876485825, + 0.04348253458738327, + 0.059916429221630096, + 0.08129342645406723, + 0.47679397463798523, + 0.04057567939162254, + 0.03706459328532219, + 0.045409951359033585, + 0.050326719880104065 + ], + "top_frames": [ + 5, + 1, + 4 + ], + "selected_reward": -0.011086059734225273 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "powerful overhead shot, the camera fixed at an extremely low angle to the ground, swaying violently as the earth trembles violently, reveals a mountain-sized beast slowly and ponderously rolling past. The entire scene is shrouded in a stark contrast of black and white. A harsh, low-angled light sweeps from the side, carving every deep groove in the beast's rocky hide into a pitch-black shadow, while its ridges of muscle and bone appear a brilliant, almost blown-out white. Each step of its towering legs sends the camera careening with a devastating jolt, sending countless rubble and dust from the ground swirling in a chaotic, swirling cloud of smoke in the light beam. The viewer's gaze is completely absorbed by a portion of its massive body, unable to see its full extent, only its unparalleled mass and power. The entire image is imbued with a sense of primal, untamed power, creating a sense of apocalyptic, suffocating oppression and epic grandeur.", + "seed": 12739, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_6/index_7633_seed_12739_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.2103243414312601, + "vlm_logprob": -0.2103243414312601, + "vlm_yes_no_margin": 3.05, + "vlm_token_credit": -0.2103243414312601, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in a stark black and white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera fixed at an extremely low angle to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a mountain-sized beast with rocky hide visible rolling past the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a harsh low-angled light sweep from the side creating pitch-black shadows and blown-out white highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera sway violently and jolt as the beast steps, causing rubble and dust to swirl in a chaotic cloud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11936763674020767 + ], + "opposite_logprob_tokens": [ + -2.2443675994873047 + ], + "logprob_reward": -0.11936763674020767, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11936763674020767, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1770356148481369, + 0.13191762566566467, + 0.06574179232120514, + 0.1266976296901703, + 0.2503243088722229, + 0.03060336969792843, + 0.025082314386963844, + 0.03629891574382782, + 0.06395553052425385, + 0.09234283864498138 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.11936763674020767 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in a stark black and white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera fixed at an extremely low angle to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a mountain-sized beast with rocky hide visible rolling past the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a harsh low-angled light sweep from the side creating pitch-black shadows and blown-out white highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera sway violently and jolt as the beast steps, causing rubble and dust to swirl in a chaotic cloud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8983216285705566 + ], + "opposite_logprob_tokens": [ + -0.5233216285705566 + ], + "logprob_reward": -0.8983216285705566, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8983216285705566, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.18472927808761597, + 0.24427536129951477, + 0.1294267624616623, + 0.0392293743789196, + 0.037628401070833206, + 0.03741265833377838, + 0.021557873114943504, + 0.04476896673440933, + 0.14053389430046082, + 0.12043747305870056 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.8983216285705566 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in a stark black and white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera fixed at an extremely low angle to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a mountain-sized beast with rocky hide visible rolling past the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a harsh low-angled light sweep from the side creating pitch-black shadows and blown-out white highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera sway violently and jolt as the beast steps, causing rubble and dust to swirl in a chaotic cloud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008641350083053112 + ], + "opposite_logprob_tokens": [ + -4.758641242980957 + ], + "logprob_reward": -0.008641350083053112, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008641350083053112, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2125323861837387, + 0.1576782613992691, + 0.031766053289175034, + 0.035176996141672134, + 0.037586990743875504, + 0.014250872656702995, + 0.018100839108228683, + 0.04619648680090904, + 0.3123655617237091, + 0.13434557616710663 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.008641350083053112 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in a stark black and white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera fixed at an extremely low angle to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a mountain-sized beast with rocky hide visible rolling past the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a harsh low-angled light sweep from the side creating pitch-black shadows and blown-out white highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera sway violently and jolt as the beast steps, causing rubble and dust to swirl in a chaotic cloud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014212459325790405 + ], + "opposite_logprob_tokens": [ + -4.264212608337402 + ], + "logprob_reward": -0.014212459325790405, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014212459325790405, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2155134677886963, + 0.07448726892471313, + 0.10911092907190323, + 0.04929221048951149, + 0.16250517964363098, + 0.07518267631530762, + 0.03109867312014103, + 0.1027345284819603, + 0.10264751315116882, + 0.07742752134799957 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.014212459325790405 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in a stark black and white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera fixed at an extremely low angle to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a mountain-sized beast with rocky hide visible rolling past the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a harsh low-angled light sweep from the side creating pitch-black shadows and blown-out white highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera sway violently and jolt as the beast steps, causing rubble and dust to swirl in a chaotic cloud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011078632436692715 + ], + "opposite_logprob_tokens": [ + -4.511078834533691 + ], + "logprob_reward": -0.011078632436692715, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011078632436692715, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19918717443943024, + 0.12214823067188263, + 0.10996546596288681, + 0.06975523382425308, + 0.1346072554588318, + 0.05728159844875336, + 0.04476388543844223, + 0.07272796332836151, + 0.09688650816679001, + 0.09267669916152954 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.011078632436692715 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "powerful overhead shot, the camera fixed at an extremely low angle to the ground, swaying violently as the earth trembles violently, reveals a mountain-sized beast slowly and ponderously rolling past. The entire scene is shrouded in a stark contrast of black and white. A harsh, low-angled light sweeps from the side, carving every deep groove in the beast's rocky hide into a pitch-black shadow, while its ridges of muscle and bone appear a brilliant, almost blown-out white. Each step of its towering legs sends the camera careening with a devastating jolt, sending countless rubble and dust from the ground swirling in a chaotic, swirling cloud of smoke in the light beam. The viewer's gaze is completely absorbed by a portion of its massive body, unable to see its full extent, only its unparalleled mass and power. The entire image is imbued with a sense of primal, untamed power, creating a sense of apocalyptic, suffocating oppression and epic grandeur.", + "seed": 12740, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_6/index_7633_seed_12740_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.24533571843057872, + "vlm_logprob": -0.24533571843057872, + "vlm_yes_no_margin": 3.1, + "vlm_token_credit": -0.24533571843057872, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in a stark black and white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera fixed at an extremely low angle to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a mountain-sized beast with rocky hide visible rolling past the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a harsh low-angled light sweep from the side creating pitch-black shadows and blown-out white highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera sway violently and jolt as the beast steps, causing rubble and dust to swirl in a chaotic cloud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04397326707839966 + ], + "opposite_logprob_tokens": [ + -3.293973207473755 + ], + "logprob_reward": -0.04397326707839966, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.04397326707839966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10115095227956772, + 0.20425648987293243, + 0.05336388573050499, + 0.029314611107110977, + 0.026699384674429893, + 0.06761112809181213, + 0.20046311616897583, + 0.10782323777675629, + 0.018173297867178917, + 0.1911439299583435 + ], + "top_frames": [ + 1, + 6, + 9 + ], + "selected_reward": -0.04397326707839966 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in a stark black and white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera fixed at an extremely low angle to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a mountain-sized beast with rocky hide visible rolling past the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a harsh low-angled light sweep from the side creating pitch-black shadows and blown-out white highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera sway violently and jolt as the beast steps, causing rubble and dust to swirl in a chaotic cloud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1370508670806885 + ], + "opposite_logprob_tokens": [ + -0.38705089688301086 + ], + "logprob_reward": -1.1370508670806885, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.1370508670806885, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.3356826901435852, + 0.1083398088812828, + 0.11034414917230606, + 0.1011618822813034, + 0.04598454013466835, + 0.0898212343454361, + 0.0639951080083847, + 0.03906882181763649, + 0.056423336267471313, + 0.04917842149734497 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -1.1370508670806885 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in a stark black and white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera fixed at an extremely low angle to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a mountain-sized beast with rocky hide visible rolling past the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a harsh low-angled light sweep from the side creating pitch-black shadows and blown-out white highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera sway violently and jolt as the beast steps, causing rubble and dust to swirl in a chaotic cloud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006742938421666622 + ], + "opposite_logprob_tokens": [ + -5.00674295425415 + ], + "logprob_reward": -0.006742938421666622, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006742938421666622, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15968146920204163, + 0.05599634721875191, + 0.11464772373437881, + 0.058595675975084305, + 0.060814619064331055, + 0.05674167722463608, + 0.241253063082695, + 0.16371192038059235, + 0.041372064501047134, + 0.047185447067022324 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.006742938421666622 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in a stark black and white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera fixed at an extremely low angle to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a mountain-sized beast with rocky hide visible rolling past the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a harsh low-angled light sweep from the side creating pitch-black shadows and blown-out white highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera sway violently and jolt as the beast steps, causing rubble and dust to swirl in a chaotic cloud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012561840936541557 + ], + "opposite_logprob_tokens": [ + -4.387561798095703 + ], + "logprob_reward": -0.012561840936541557, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012561840936541557, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13042423129081726, + 0.0685364380478859, + 0.056909020990133286, + 0.04367959499359131, + 0.05093967914581299, + 0.09591720253229141, + 0.18877048790454865, + 0.07502269744873047, + 0.17426005005836487, + 0.11554063111543655 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.012561840936541557 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in a stark black and white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera fixed at an extremely low angle to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a mountain-sized beast with rocky hide visible rolling past the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a harsh low-angled light sweep from the side creating pitch-black shadows and blown-out white highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera sway violently and jolt as the beast steps, causing rubble and dust to swirl in a chaotic cloud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634967863559723 + ], + "opposite_logprob_tokens": [ + -3.6513497829437256 + ], + "logprob_reward": -0.02634967863559723, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634967863559723, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22740881145000458, + 0.11382803320884705, + 0.05858864635229111, + 0.062013179063797, + 0.04456835985183716, + 0.08691582083702087, + 0.14863893389701843, + 0.05701718106865883, + 0.08928804099559784, + 0.11173304915428162 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.02634967863559723 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "powerful overhead shot, the camera fixed at an extremely low angle to the ground, swaying violently as the earth trembles violently, reveals a mountain-sized beast slowly and ponderously rolling past. The entire scene is shrouded in a stark contrast of black and white. A harsh, low-angled light sweeps from the side, carving every deep groove in the beast's rocky hide into a pitch-black shadow, while its ridges of muscle and bone appear a brilliant, almost blown-out white. Each step of its towering legs sends the camera careening with a devastating jolt, sending countless rubble and dust from the ground swirling in a chaotic, swirling cloud of smoke in the light beam. The viewer's gaze is completely absorbed by a portion of its massive body, unable to see its full extent, only its unparalleled mass and power. The entire image is imbued with a sense of primal, untamed power, creating a sense of apocalyptic, suffocating oppression and epic grandeur.", + "seed": 12741, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_6/index_7633_seed_12741_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.27429601466283204, + "vlm_logprob": -0.27429601466283204, + "vlm_yes_no_margin": 2.8, + "vlm_token_credit": -0.27429601466283204, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in a stark black and white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera fixed at an extremely low angle to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a mountain-sized beast with rocky hide visible rolling past the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a harsh low-angled light sweep from the side creating pitch-black shadows and blown-out white highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera sway violently and jolt as the beast steps, causing rubble and dust to swirl in a chaotic cloud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5803706049919128 + ], + "opposite_logprob_tokens": [ + -0.8303706049919128 + ], + "logprob_reward": -0.5803706049919128, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5803706049919128, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12618783116340637, + 0.0408342219889164, + 0.12369021028280258, + 0.42145851254463196, + 0.05077451094985008, + 0.05278550833463669, + 0.06990712136030197, + 0.028689708560705185, + 0.017315970733761787, + 0.06835640221834183 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.5803706049919128 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in a stark black and white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera fixed at an extremely low angle to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a mountain-sized beast with rocky hide visible rolling past the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a harsh low-angled light sweep from the side creating pitch-black shadows and blown-out white highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera sway violently and jolt as the beast steps, causing rubble and dust to swirl in a chaotic cloud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578341364860535 + ], + "opposite_logprob_tokens": [ + -0.6328341364860535 + ], + "logprob_reward": -0.7578341364860535, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578341364860535, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.18466320633888245, + 0.419238418340683, + 0.05477739870548248, + 0.05215996131300926, + 0.08665424585342407, + 0.03337697684764862, + 0.08216353505849838, + 0.025876859202980995, + 0.032746657729148865, + 0.02834278717637062 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.7578341364860535 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in a stark black and white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera fixed at an extremely low angle to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a mountain-sized beast with rocky hide visible rolling past the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a harsh low-angled light sweep from the side creating pitch-black shadows and blown-out white highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera sway violently and jolt as the beast steps, causing rubble and dust to swirl in a chaotic cloud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004643016029149294 + ], + "opposite_logprob_tokens": [ + -5.379642963409424 + ], + "logprob_reward": -0.004643016029149294, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004643016029149294, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08485352993011475, + 0.07733400911092758, + 0.04604741558432579, + 0.5354011058807373, + 0.06307259202003479, + 0.05014714598655701, + 0.044831112027168274, + 0.022525032982230186, + 0.04959021881222725, + 0.026197785511612892 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.004643016029149294 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in a stark black and white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera fixed at an extremely low angle to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a mountain-sized beast with rocky hide visible rolling past the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a harsh low-angled light sweep from the side creating pitch-black shadows and blown-out white highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera sway violently and jolt as the beast steps, causing rubble and dust to swirl in a chaotic cloud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012560428120195866 + ], + "opposite_logprob_tokens": [ + -4.3875603675842285 + ], + "logprob_reward": -0.012560428120195866, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012560428120195866, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07223094999790192, + 0.14360187947750092, + 0.08606033027172089, + 0.234174907207489, + 0.0785587728023529, + 0.07259587943553925, + 0.0854077935218811, + 0.10461175441741943, + 0.03842143714427948, + 0.08433625847101212 + ], + "top_frames": [ + 3, + 1, + 7 + ], + "selected_reward": -0.012560428120195866 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in a stark black and white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera fixed at an extremely low angle to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a mountain-sized beast with rocky hide visible rolling past the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a harsh low-angled light sweep from the side creating pitch-black shadows and blown-out white highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera sway violently and jolt as the beast steps, causing rubble and dust to swirl in a chaotic cloud?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607188768684864 + ], + "opposite_logprob_tokens": [ + -4.141071796417236 + ], + "logprob_reward": -0.01607188768684864, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607188768684864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06522639840841293, + 0.12245801836252213, + 0.06445494294166565, + 0.1851973682641983, + 0.11954480409622192, + 0.06014658510684967, + 0.10234447568655014, + 0.13731986284255981, + 0.10718702524900436, + 0.03612053394317627 + ], + "top_frames": [ + 3, + 7, + 1 + ], + "selected_reward": -0.01607188768684864 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_7/index_tensor([2712, 2712])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_7/index_tensor([2712, 2712])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..3a463d66f4425c3e3679e22f60c6fc5540250164 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_7/index_tensor([2712, 2712])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up, static macro shot, fixed at eye level, focuses on a single eye. Within its deep brown iris, the pupil, sharply constricted by extreme fear, reflects a faint, unidentified light source. Initially, the white of the eye appears clear and moist, a few long, trembling eyelashes casting a faint shadow. Suddenly, from the corner of the eye, a thin thread of blood emerges like a flash of red lightning. With an unsettling speed, it begins to branch and spread frantically, a network of countless scarlet, branching capillaries rapidly eroding the once pristine white sclera. This process is steady and relentless, the network of blood vessels growing denser and denser, evolving from sparse lines to a crisscrossing crimson, ultimately engulfing the entire white of the eyeball, transforming it into a terrifying, biologically menacing blood-red. The entire scene, illuminated by the cold, sharp light, creates a sense of intense physical discomfort and a profoundly visually horrifying atmosphere.", + "seed": 22675, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_7/index_2712_seed_22675_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.013628391618840396, + "vlm_logprob": -0.013628391618840396, + "vlm_yes_no_margin": 6.1, + "vlm_token_credit": -0.013628391618840396, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a single eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the eye initially appear clear and moist with long trembling eyelashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin thread of blood emerge from the corner of the eye and branch out rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the blood network spread to engulf the entire white sclera, turning it blood-red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and fixed at eye level throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009810879128053784 + ], + "opposite_logprob_tokens": [ + -9.750981330871582 + ], + "logprob_reward": -0.0009810879128053784, + "yes_no_margin_reward": 9.75, + "token_credit_reward": -0.0009810879128053784, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3802856504917145, + 0.08100920915603638, + 0.022868845611810684, + 0.03511267527937889, + 0.02481359802186489, + 0.060855768620967865, + 0.06337892264127731, + 0.07584188133478165, + 0.05557869002223015, + 0.20025475323200226 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.0009810879128053784 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a single eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the eye initially appear clear and moist with long trembling eyelashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin thread of blood emerge from the corner of the eye and branch out rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the blood network spread to engulf the entire white sclera, turning it blood-red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and fixed at eye level throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008664749562740326 + ], + "opposite_logprob_tokens": [ + -4.758664608001709 + ], + "logprob_reward": -0.008664749562740326, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008664749562740326, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21066336333751678, + 0.08684772998094559, + 0.03665618598461151, + 0.1290774792432785, + 0.04955305531620979, + 0.08584114164113998, + 0.15287865698337555, + 0.11833002418279648, + 0.045305050909519196, + 0.08484731614589691 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.008664749562740326 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a single eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the eye initially appear clear and moist with long trembling eyelashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin thread of blood emerge from the corner of the eye and branch out rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the blood network spread to engulf the entire white sclera, turning it blood-red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and fixed at eye level throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0007201223634183407 + ], + "opposite_logprob_tokens": [ + -7.250720024108887 + ], + "logprob_reward": -0.0007201223634183407, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.0007201223634183407, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18297280371189117, + 0.043302956968545914, + 0.030709244310855865, + 0.07236455380916595, + 0.06178155168890953, + 0.23336359858512878, + 0.1973959058523178, + 0.056496623903512955, + 0.04771583154797554, + 0.07389695197343826 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.0007201223634183407 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a single eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the eye initially appear clear and moist with long trembling eyelashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin thread of blood emerge from the corner of the eye and branch out rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the blood network spread to engulf the entire white sclera, turning it blood-red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and fixed at eye level throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002816283842548728 + ], + "opposite_logprob_tokens": [ + -5.877816200256348 + ], + "logprob_reward": -0.002816283842548728, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002816283842548728, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10928294062614441, + 0.041760142892599106, + 0.03628910332918167, + 0.14458659291267395, + 0.06370549649000168, + 0.0413157157599926, + 0.09847001731395721, + 0.19673755764961243, + 0.076820008456707, + 0.19103246927261353 + ], + "top_frames": [ + 7, + 9, + 3 + ], + "selected_reward": -0.002816283842548728 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a single eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the eye initially appear clear and moist with long trembling eyelashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin thread of blood emerge from the corner of the eye and branch out rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the blood network spread to engulf the entire white sclera, turning it blood-red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and fixed at eye level throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495971441268921 + ], + "opposite_logprob_tokens": [ + -2.929959774017334 + ], + "logprob_reward": -0.05495971441268921, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495971441268921, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27184513211250305, + 0.15000848472118378, + 0.02535144053399563, + 0.07488898932933807, + 0.030998574569821358, + 0.11813153326511383, + 0.06384556740522385, + 0.05986309051513672, + 0.024814117699861526, + 0.1802530288696289 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.05495971441268921 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static macro shot, fixed at eye level, focuses on a single eye. Within its deep brown iris, the pupil, sharply constricted by extreme fear, reflects a faint, unidentified light source. Initially, the white of the eye appears clear and moist, a few long, trembling eyelashes casting a faint shadow. Suddenly, from the corner of the eye, a thin thread of blood emerges like a flash of red lightning. With an unsettling speed, it begins to branch and spread frantically, a network of countless scarlet, branching capillaries rapidly eroding the once pristine white sclera. This process is steady and relentless, the network of blood vessels growing denser and denser, evolving from sparse lines to a crisscrossing crimson, ultimately engulfing the entire white of the eyeball, transforming it into a terrifying, biologically menacing blood-red. The entire scene, illuminated by the cold, sharp light, creates a sense of intense physical discomfort and a profoundly visually horrifying atmosphere.", + "seed": 22676, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_7/index_2712_seed_22676_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.010182722311583348, + "vlm_logprob": -0.010182722311583348, + "vlm_yes_no_margin": 6.6, + "vlm_token_credit": -0.010182722311583348, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a single eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the eye initially appear clear and moist with long trembling eyelashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin thread of blood emerge from the corner of the eye and branch out rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the blood network spread to engulf the entire white sclera, turning it blood-red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and fixed at eye level throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.000720956246368587 + ], + "opposite_logprob_tokens": [ + -9.375720977783203 + ], + "logprob_reward": -0.000720956246368587, + "yes_no_margin_reward": 9.375, + "token_credit_reward": -0.000720956246368587, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.044685471802949905, + 0.026545478031039238, + 0.0533272884786129, + 0.019481249153614044, + 0.0794038325548172, + 0.04655364155769348, + 0.415438175201416, + 0.07762745022773743, + 0.13523828983306885, + 0.1016991138458252 + ], + "top_frames": [ + 6, + 8, + 9 + ], + "selected_reward": -0.000720956246368587 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a single eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the eye initially appear clear and moist with long trembling eyelashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin thread of blood emerge from the corner of the eye and branch out rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the blood network spread to engulf the entire white sclera, turning it blood-red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and fixed at eye level throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005273716524243355 + ], + "opposite_logprob_tokens": [ + -5.255273818969727 + ], + "logprob_reward": -0.005273716524243355, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005273716524243355, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1697283685207367, + 0.11888282746076584, + 0.030388958752155304, + 0.0268087275326252, + 0.04365648329257965, + 0.051429085433483124, + 0.37861594557762146, + 0.06320185214281082, + 0.04757626727223396, + 0.06971149891614914 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.005273716524243355 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a single eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the eye initially appear clear and moist with long trembling eyelashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin thread of blood emerge from the corner of the eye and branch out rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the blood network spread to engulf the entire white sclera, turning it blood-red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and fixed at eye level throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00014625910262111574 + ], + "opposite_logprob_tokens": [ + -8.87514591217041 + ], + "logprob_reward": -0.00014625910262111574, + "yes_no_margin_reward": 8.875, + "token_credit_reward": -0.00014625910262111574, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06265435367822647, + 0.017823293805122375, + 0.017541490495204926, + 0.014917289838194847, + 0.11272405833005905, + 0.0872223973274231, + 0.5515357851982117, + 0.03173218294978142, + 0.05890863388776779, + 0.0449405238032341 + ], + "top_frames": [ + 6, + 4, + 5 + ], + "selected_reward": -0.00014625910262111574 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a single eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the eye initially appear clear and moist with long trembling eyelashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin thread of blood emerge from the corner of the eye and branch out rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the blood network spread to engulf the entire white sclera, turning it blood-red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and fixed at eye level throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017113338690251112 + ], + "opposite_logprob_tokens": [ + -6.376711368560791 + ], + "logprob_reward": -0.0017113338690251112, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017113338690251112, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.021065086126327515, + 0.008115113712847233, + 0.005566102918237448, + 0.008236279711127281, + 0.043975941836833954, + 0.024448717013001442, + 0.7841683626174927, + 0.03806813806295395, + 0.01853703148663044, + 0.04781927913427353 + ], + "top_frames": [ + 6, + 9, + 4 + ], + "selected_reward": -0.0017113338690251112 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a single eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the eye initially appear clear and moist with long trembling eyelashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin thread of blood emerge from the corner of the eye and branch out rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the blood network spread to engulf the entire white sclera, turning it blood-red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and fixed at eye level throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306134581565857 + ], + "opposite_logprob_tokens": [ + -3.1680612564086914 + ], + "logprob_reward": -0.04306134581565857, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306134581565857, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0394795797765255, + 0.011490453034639359, + 0.01731516420841217, + 0.007905084639787674, + 0.054981157183647156, + 0.017001276835799217, + 0.7312613129615784, + 0.041326213628053665, + 0.02877594716846943, + 0.05046377331018448 + ], + "top_frames": [ + 6, + 4, + 9 + ], + "selected_reward": -0.04306134581565857 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static macro shot, fixed at eye level, focuses on a single eye. Within its deep brown iris, the pupil, sharply constricted by extreme fear, reflects a faint, unidentified light source. Initially, the white of the eye appears clear and moist, a few long, trembling eyelashes casting a faint shadow. Suddenly, from the corner of the eye, a thin thread of blood emerges like a flash of red lightning. With an unsettling speed, it begins to branch and spread frantically, a network of countless scarlet, branching capillaries rapidly eroding the once pristine white sclera. This process is steady and relentless, the network of blood vessels growing denser and denser, evolving from sparse lines to a crisscrossing crimson, ultimately engulfing the entire white of the eyeball, transforming it into a terrifying, biologically menacing blood-red. The entire scene, illuminated by the cold, sharp light, creates a sense of intense physical discomfort and a profoundly visually horrifying atmosphere.", + "seed": 22677, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_7/index_2712_seed_22677_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.014023974072188139, + "vlm_logprob": -0.014023974072188139, + "vlm_yes_no_margin": 5.85, + "vlm_token_credit": -0.014023974072188139, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a single eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the eye initially appear clear and moist with long trembling eyelashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin thread of blood emerge from the corner of the eye and branch out rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the blood network spread to engulf the entire white sclera, turning it blood-red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and fixed at eye level throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008312584250234067 + ], + "opposite_logprob_tokens": [ + -9.125831604003906 + ], + "logprob_reward": -0.0008312584250234067, + "yes_no_margin_reward": 9.125, + "token_credit_reward": -0.0008312584250234067, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1702822744846344, + 0.08119545131921768, + 0.0905023068189621, + 0.03767920285463333, + 0.06922737509012222, + 0.03605136647820473, + 0.21340727806091309, + 0.16354338824748993, + 0.061154402792453766, + 0.07695697247982025 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.0008312584250234067 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a single eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the eye initially appear clear and moist with long trembling eyelashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin thread of blood emerge from the corner of the eye and branch out rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the blood network spread to engulf the entire white sclera, turning it blood-red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and fixed at eye level throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005975003354251385 + ], + "opposite_logprob_tokens": [ + -5.130974769592285 + ], + "logprob_reward": -0.005975003354251385, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005975003354251385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10851210355758667, + 0.09592695534229279, + 0.23864375054836273, + 0.057222262024879456, + 0.0765182375907898, + 0.02772587537765503, + 0.15376651287078857, + 0.08671444654464722, + 0.05642665550112724, + 0.09854316711425781 + ], + "top_frames": [ + 2, + 6, + 0 + ], + "selected_reward": -0.005975003354251385 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a single eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the eye initially appear clear and moist with long trembling eyelashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin thread of blood emerge from the corner of the eye and branch out rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the blood network spread to engulf the entire white sclera, turning it blood-red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and fixed at eye level throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0007207180024124682 + ], + "opposite_logprob_tokens": [ + -7.250720500946045 + ], + "logprob_reward": -0.0007207180024124682, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.0007207180024124682, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09688201546669006, + 0.16567976772785187, + 0.037218138575553894, + 0.06776262074708939, + 0.0425795316696167, + 0.049675777554512024, + 0.2853923439979553, + 0.14885662496089935, + 0.03009047731757164, + 0.07586266100406647 + ], + "top_frames": [ + 6, + 1, + 7 + ], + "selected_reward": -0.0007207180024124682 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a single eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the eye initially appear clear and moist with long trembling eyelashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin thread of blood emerge from the corner of the eye and branch out rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the blood network spread to engulf the entire white sclera, turning it blood-red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and fixed at eye level throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007630132604390383 + ], + "opposite_logprob_tokens": [ + -4.882630348205566 + ], + "logprob_reward": -0.007630132604390383, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007630132604390383, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04284771531820297, + 0.14777149260044098, + 0.13365356624126434, + 0.12097544968128204, + 0.08658140897750854, + 0.09435860067605972, + 0.15470729768276215, + 0.09199602901935577, + 0.026993243023753166, + 0.10011524707078934 + ], + "top_frames": [ + 6, + 1, + 2 + ], + "selected_reward": -0.007630132604390383 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a single eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the eye initially appear clear and moist with long trembling eyelashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin thread of blood emerge from the corner of the eye and branch out rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the blood network spread to engulf the entire white sclera, turning it blood-red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and fixed at eye level throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496275797486305 + ], + "opposite_logprob_tokens": [ + -2.9299628734588623 + ], + "logprob_reward": -0.05496275797486305, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496275797486305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17011380195617676, + 0.09823670238256454, + 0.0488288514316082, + 0.05302996188402176, + 0.027938934043049812, + 0.06567266583442688, + 0.32748088240623474, + 0.07971182465553284, + 0.04793069139122963, + 0.081055648624897 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.05496275797486305 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static macro shot, fixed at eye level, focuses on a single eye. Within its deep brown iris, the pupil, sharply constricted by extreme fear, reflects a faint, unidentified light source. Initially, the white of the eye appears clear and moist, a few long, trembling eyelashes casting a faint shadow. Suddenly, from the corner of the eye, a thin thread of blood emerges like a flash of red lightning. With an unsettling speed, it begins to branch and spread frantically, a network of countless scarlet, branching capillaries rapidly eroding the once pristine white sclera. This process is steady and relentless, the network of blood vessels growing denser and denser, evolving from sparse lines to a crisscrossing crimson, ultimately engulfing the entire white of the eyeball, transforming it into a terrifying, biologically menacing blood-red. The entire scene, illuminated by the cold, sharp light, creates a sense of intense physical discomfort and a profoundly visually horrifying atmosphere.", + "seed": 22678, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_7/index_2712_seed_22678_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.013185447978321463, + "vlm_logprob": -0.013185447978321463, + "vlm_yes_no_margin": 5.925, + "vlm_token_credit": -0.013185447978321463, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a single eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the eye initially appear clear and moist with long trembling eyelashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin thread of blood emerge from the corner of the eye and branch out rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the blood network spread to engulf the entire white sclera, turning it blood-red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and fixed at eye level throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0012040039291605353 + ], + "opposite_logprob_tokens": [ + -8.751203536987305 + ], + "logprob_reward": -0.0012040039291605353, + "yes_no_margin_reward": 8.75, + "token_credit_reward": -0.0012040039291605353, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09509866684675217, + 0.03492842987179756, + 0.032916031777858734, + 0.08697228133678436, + 0.03415989130735397, + 0.04706461727619171, + 0.06291327625513077, + 0.0729047954082489, + 0.18775635957717896, + 0.3452855944633484 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.0012040039291605353 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a single eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the eye initially appear clear and moist with long trembling eyelashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin thread of blood emerge from the corner of the eye and branch out rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the blood network spread to engulf the entire white sclera, turning it blood-red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and fixed at eye level throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009809975512325764 + ], + "opposite_logprob_tokens": [ + -4.634809970855713 + ], + "logprob_reward": -0.009809975512325764, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009809975512325764, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10431700944900513, + 0.3024917542934418, + 0.14865697920322418, + 0.08949463814496994, + 0.023269351571798325, + 0.13474777340888977, + 0.06441058963537216, + 0.027240585535764694, + 0.029148222878575325, + 0.07622306793928146 + ], + "top_frames": [ + 1, + 2, + 5 + ], + "selected_reward": -0.009809975512325764 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a single eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the eye initially appear clear and moist with long trembling eyelashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin thread of blood emerge from the corner of the eye and branch out rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the blood network spread to engulf the entire white sclera, turning it blood-red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and fixed at eye level throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.000303818320389837 + ], + "opposite_logprob_tokens": [ + -8.125304222106934 + ], + "logprob_reward": -0.000303818320389837, + "yes_no_margin_reward": 8.125, + "token_credit_reward": -0.000303818320389837, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08399923890829086, + 0.10748392343521118, + 0.04550745710730553, + 0.1673043668270111, + 0.10546234995126724, + 0.09177808463573456, + 0.1594468057155609, + 0.08534644544124603, + 0.043648120015859604, + 0.11002320796251297 + ], + "top_frames": [ + 3, + 6, + 9 + ], + "selected_reward": -0.000303818320389837 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a single eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the eye initially appear clear and moist with long trembling eyelashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin thread of blood emerge from the corner of the eye and branch out rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the blood network spread to engulf the entire white sclera, turning it blood-red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and fixed at eye level throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005950236693024635 + ], + "opposite_logprob_tokens": [ + -5.130950450897217 + ], + "logprob_reward": -0.005950236693024635, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005950236693024635, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04464397579431534, + 0.019138023257255554, + 0.02541925758123398, + 0.12384941428899765, + 0.059286825358867645, + 0.21557560563087463, + 0.1453714668750763, + 0.0803072527050972, + 0.06712010502815247, + 0.21928800642490387 + ], + "top_frames": [ + 9, + 5, + 6 + ], + "selected_reward": -0.005950236693024635 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a single eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the eye initially appear clear and moist with long trembling eyelashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a thin thread of blood emerge from the corner of the eye and branch out rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the blood network spread to engulf the entire white sclera, turning it blood-red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and fixed at eye level throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865920543670654 + ], + "opposite_logprob_tokens": [ + -3.048659324645996 + ], + "logprob_reward": -0.04865920543670654, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865920543670654, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05708255618810654, + 0.07908198237419128, + 0.019873399287462234, + 0.05339515954256058, + 0.11266504973173141, + 0.40555667877197266, + 0.0649004802107811, + 0.08961363881826401, + 0.06274385005235672, + 0.055087219923734665 + ], + "top_frames": [ + 5, + 4, + 7 + ], + "selected_reward": -0.04865920543670654 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_8/index_tensor([3529, 3529])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_8/index_tensor([3529, 3529])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c2d43b5beda2023c392b68c95ba52158c0d00e13 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_8/index_tensor([3529, 3529])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, medium shot, filmed in extreme slow motion, slowly and steadily zooms in on a quiet corridor deep within the museum. A narrow, soft beam of light slants down from a high side window, illuminating the area perfectly, creating a dramatic, Rembrandt-esque effect of light and shadow. The focal point of the image is a silver tabby British shorthair cat, clad in a handmade, dark brown leather harness, its brass buckle gleaming discreetly in the dim light. Its body is tense, its back slightly arched, its ears pressed back, and its amber eyes wide, their pupils narrowed to a thin line of intense alert. It faces a life-size, white marble statue of a classical woman, its surface etched with the marks of time, its posture serene and timeless. The cat's mouth snaps open, baring sharp teeth. At the climax of a warning hiss, an invisible wave of sound erupts from its mouth, instantly stirring the ancient dust still within the beam. In extreme slow motion, every tiny dust particle shaken by the sound waves was ignited by the light beam, like countless suspended miniature stars, flashing an indescribable forbidden light mixed with gold and lavender, injecting a unique atmosphere of sacredness, tension and supernatural mystery into the confrontation that was about to break out in this silent space.", + "seed": 31692, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_8/index_3529_seed_31692_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.20007577054202558, + "vlm_logprob": -0.20007577054202558, + "vlm_yes_no_margin": 1.8750000238418578, + "vlm_token_credit": -0.20007577054202558, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a quiet corridor deep within a museum featuring a silver tabby British shorthair cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat wearing a handmade dark brown leather harness with a gleaming brass buckle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a life-size white marble statue of a classical woman facing the cat in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cat snap its mouth open to bare sharp teeth and hiss at the statue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do dust particles in the light beam ignite and flash with gold and lavender light in extreme slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4752148985862732 + ], + "opposite_logprob_tokens": [ + -0.9752148985862732 + ], + "logprob_reward": -0.4752148985862732, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4752148985862732, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11350416392087936, + 0.028371060267090797, + 0.3379492461681366, + 0.02123541571199894, + 0.031393758952617645, + 0.038324180990457535, + 0.030502207577228546, + 0.01407963689416647, + 0.0369689054787159, + 0.3476714491844177 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.4752148985862732 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a quiet corridor deep within a museum featuring a silver tabby British shorthair cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat wearing a handmade dark brown leather harness with a gleaming brass buckle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a life-size white marble statue of a classical woman facing the cat in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cat snap its mouth open to bare sharp teeth and hiss at the statue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do dust particles in the light beam ignite and flash with gold and lavender light in extreme slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14287269115447998 + ], + "opposite_logprob_tokens": [ + -2.0178728103637695 + ], + "logprob_reward": -0.14287269115447998, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14287269115447998, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10993228107690811, + 0.026173315942287445, + 0.03771297261118889, + 0.030528264120221138, + 0.0382782444357872, + 0.2781710624694824, + 0.04122116044163704, + 0.07054543495178223, + 0.03416841849684715, + 0.3332688510417938 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.14287269115447998 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a quiet corridor deep within a museum featuring a silver tabby British shorthair cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat wearing a handmade dark brown leather harness with a gleaming brass buckle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a life-size white marble statue of a classical woman facing the cat in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cat snap its mouth open to bare sharp teeth and hiss at the statue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do dust particles in the light beam ignite and flash with gold and lavender light in extreme slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029808735474944115 + ], + "opposite_logprob_tokens": [ + -3.529808759689331 + ], + "logprob_reward": -0.029808735474944115, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029808735474944115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.040507882833480835, + 0.021745650097727776, + 0.23365828394889832, + 0.01444720383733511, + 0.052636269479990005, + 0.027933605015277863, + 0.04987522214651108, + 0.09895256161689758, + 0.07926519960165024, + 0.38097816705703735 + ], + "top_frames": [ + 9, + 2, + 7 + ], + "selected_reward": -0.029808735474944115 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a quiet corridor deep within a museum featuring a silver tabby British shorthair cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat wearing a handmade dark brown leather harness with a gleaming brass buckle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a life-size white marble statue of a classical woman facing the cat in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cat snap its mouth open to bare sharp teeth and hiss at the statue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do dust particles in the light beam ignite and flash with gold and lavender light in extreme slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521364092826843 + ], + "opposite_logprob_tokens": [ + -1.502136468887329 + ], + "logprob_reward": -0.2521364092826843, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521364092826843, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03476494550704956, + 0.026439255103468895, + 0.11153299361467361, + 0.021897083148360252, + 0.03783178701996803, + 0.3334154784679413, + 0.06299128383398056, + 0.12459162622690201, + 0.052766330540180206, + 0.19376921653747559 + ], + "top_frames": [ + 5, + 9, + 7 + ], + "selected_reward": -0.2521364092826843 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a quiet corridor deep within a museum featuring a silver tabby British shorthair cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat wearing a handmade dark brown leather harness with a gleaming brass buckle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a life-size white marble statue of a classical woman facing the cat in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cat snap its mouth open to bare sharp teeth and hiss at the statue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do dust particles in the light beam ignite and flash with gold and lavender light in extreme slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10034611821174622 + ], + "opposite_logprob_tokens": [ + -2.350346088409424 + ], + "logprob_reward": -0.10034611821174622, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10034611821174622, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05354391410946846, + 0.03095163032412529, + 0.20110002160072327, + 0.012888898141682148, + 0.06668387353420258, + 0.09398616850376129, + 0.09133020043373108, + 0.15994609892368317, + 0.08767089992761612, + 0.2018982470035553 + ], + "top_frames": [ + 9, + 2, + 7 + ], + "selected_reward": -0.10034611821174622 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, medium shot, filmed in extreme slow motion, slowly and steadily zooms in on a quiet corridor deep within the museum. A narrow, soft beam of light slants down from a high side window, illuminating the area perfectly, creating a dramatic, Rembrandt-esque effect of light and shadow. The focal point of the image is a silver tabby British shorthair cat, clad in a handmade, dark brown leather harness, its brass buckle gleaming discreetly in the dim light. Its body is tense, its back slightly arched, its ears pressed back, and its amber eyes wide, their pupils narrowed to a thin line of intense alert. It faces a life-size, white marble statue of a classical woman, its surface etched with the marks of time, its posture serene and timeless. The cat's mouth snaps open, baring sharp teeth. At the climax of a warning hiss, an invisible wave of sound erupts from its mouth, instantly stirring the ancient dust still within the beam. In extreme slow motion, every tiny dust particle shaken by the sound waves was ignited by the light beam, like countless suspended miniature stars, flashing an indescribable forbidden light mixed with gold and lavender, injecting a unique atmosphere of sacredness, tension and supernatural mystery into the confrontation that was about to break out in this silent space.", + "seed": 31693, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_8/index_3529_seed_31693_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.16929286979138852, + "vlm_logprob": -0.16929286979138852, + "vlm_yes_no_margin": 2.375, + "vlm_token_credit": -0.16929286979138852, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a quiet corridor deep within a museum featuring a silver tabby British shorthair cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat wearing a handmade dark brown leather harness with a gleaming brass buckle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a life-size white marble statue of a classical woman facing the cat in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cat snap its mouth open to bare sharp teeth and hiss at the statue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do dust particles in the light beam ignite and flash with gold and lavender light in extreme slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20261792838573456 + ], + "opposite_logprob_tokens": [ + -1.702617883682251 + ], + "logprob_reward": -0.20261792838573456, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20261792838573456, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25332948565483093, + 0.052036769688129425, + 0.12442193180322647, + 0.07176908105611801, + 0.11205018311738968, + 0.056301213800907135, + 0.07444953173398972, + 0.0392112210392952, + 0.05606310814619064, + 0.16036754846572876 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.20261792838573456 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a quiet corridor deep within a museum featuring a silver tabby British shorthair cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat wearing a handmade dark brown leather harness with a gleaming brass buckle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a life-size white marble statue of a classical woman facing the cat in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cat snap its mouth open to bare sharp teeth and hiss at the statue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do dust particles in the light beam ignite and flash with gold and lavender light in extreme slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07007227838039398 + ], + "opposite_logprob_tokens": [ + -2.6950721740722656 + ], + "logprob_reward": -0.07007227838039398, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07007227838039398, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15208029747009277, + 0.24447964131832123, + 0.045590441673994064, + 0.037588439881801605, + 0.04729326441884041, + 0.06717957556247711, + 0.2045097053050995, + 0.08545935153961182, + 0.052789367735385895, + 0.06302980333566666 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.07007227838039398 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a quiet corridor deep within a museum featuring a silver tabby British shorthair cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat wearing a handmade dark brown leather harness with a gleaming brass buckle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a life-size white marble statue of a classical woman facing the cat in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cat snap its mouth open to bare sharp teeth and hiss at the statue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do dust particles in the light beam ignite and flash with gold and lavender light in extreme slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058943174779415 + ], + "opposite_logprob_tokens": [ + -3.8955893516540527 + ], + "logprob_reward": -0.02058943174779415, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058943174779415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40871280431747437, + 0.076282799243927, + 0.1286376565694809, + 0.06008362025022507, + 0.08107715845108032, + 0.04867742210626602, + 0.08021289110183716, + 0.030422711744904518, + 0.05561576038599014, + 0.030277136713266373 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.02058943174779415 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a quiet corridor deep within a museum featuring a silver tabby British shorthair cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat wearing a handmade dark brown leather harness with a gleaming brass buckle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a life-size white marble statue of a classical woman facing the cat in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cat snap its mouth open to bare sharp teeth and hiss at the statue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do dust particles in the light beam ignite and flash with gold and lavender light in extreme slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233637094497681 + ], + "opposite_logprob_tokens": [ + -0.8983637094497681 + ], + "logprob_reward": -0.5233637094497681, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233637094497681, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09024029225111008, + 0.021158162504434586, + 0.045859817415475845, + 0.07068546861410141, + 0.057796042412519455, + 0.1010131910443306, + 0.37301313877105713, + 0.09209457039833069, + 0.07290326803922653, + 0.07523605227470398 + ], + "top_frames": [ + 6, + 5, + 7 + ], + "selected_reward": -0.5233637094497681 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a quiet corridor deep within a museum featuring a silver tabby British shorthair cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat wearing a handmade dark brown leather harness with a gleaming brass buckle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a life-size white marble statue of a classical woman facing the cat in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cat snap its mouth open to bare sharp teeth and hiss at the statue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do dust particles in the light beam ignite and flash with gold and lavender light in extreme slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0298210009932518 + ], + "opposite_logprob_tokens": [ + -3.5298209190368652 + ], + "logprob_reward": -0.0298210009932518, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.0298210009932518, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.060427889227867126, + 0.04364953190088272, + 0.024036183953285217, + 0.04756626859307289, + 0.034446194767951965, + 0.05063188821077347, + 0.22565138339996338, + 0.13390164077281952, + 0.1098339706659317, + 0.2698550820350647 + ], + "top_frames": [ + 9, + 6, + 7 + ], + "selected_reward": -0.0298210009932518 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, medium shot, filmed in extreme slow motion, slowly and steadily zooms in on a quiet corridor deep within the museum. A narrow, soft beam of light slants down from a high side window, illuminating the area perfectly, creating a dramatic, Rembrandt-esque effect of light and shadow. The focal point of the image is a silver tabby British shorthair cat, clad in a handmade, dark brown leather harness, its brass buckle gleaming discreetly in the dim light. Its body is tense, its back slightly arched, its ears pressed back, and its amber eyes wide, their pupils narrowed to a thin line of intense alert. It faces a life-size, white marble statue of a classical woman, its surface etched with the marks of time, its posture serene and timeless. The cat's mouth snaps open, baring sharp teeth. At the climax of a warning hiss, an invisible wave of sound erupts from its mouth, instantly stirring the ancient dust still within the beam. In extreme slow motion, every tiny dust particle shaken by the sound waves was ignited by the light beam, like countless suspended miniature stars, flashing an indescribable forbidden light mixed with gold and lavender, injecting a unique atmosphere of sacredness, tension and supernatural mystery into the confrontation that was about to break out in this silent space.", + "seed": 31694, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_8/index_3529_seed_31694_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.3660361643880606, + "vlm_logprob": -0.3660361643880606, + "vlm_yes_no_margin": 1.45, + "vlm_token_credit": -0.3660361643880606, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a quiet corridor deep within a museum featuring a silver tabby British shorthair cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat wearing a handmade dark brown leather harness with a gleaming brass buckle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a life-size white marble statue of a classical woman facing the cat in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cat snap its mouth open to bare sharp teeth and hiss at the statue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do dust particles in the light beam ignite and flash with gold and lavender light in extreme slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9753197431564331 + ], + "opposite_logprob_tokens": [ + -0.4753197133541107 + ], + "logprob_reward": -0.9753197431564331, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9753197431564331, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.29637411236763, + 0.047432299703359604, + 0.030886786058545113, + 0.0734764114022255, + 0.10716153681278229, + 0.05051861330866814, + 0.08559933304786682, + 0.20233775675296783, + 0.054413534700870514, + 0.051799651235342026 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.9753197431564331 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a quiet corridor deep within a museum featuring a silver tabby British shorthair cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat wearing a handmade dark brown leather harness with a gleaming brass buckle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a life-size white marble statue of a classical woman facing the cat in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cat snap its mouth open to bare sharp teeth and hiss at the statue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do dust particles in the light beam ignite and flash with gold and lavender light in extreme slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08912812173366547 + ], + "opposite_logprob_tokens": [ + -2.464128017425537 + ], + "logprob_reward": -0.08912812173366547, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08912812173366547, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2626480162143707, + 0.11532611399888992, + 0.05043059214949608, + 0.04245061054825783, + 0.09535293281078339, + 0.08887942880392075, + 0.09272072464227676, + 0.12829717993736267, + 0.061710506677627563, + 0.06218386068940163 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.08912812173366547 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a quiet corridor deep within a museum featuring a silver tabby British shorthair cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat wearing a handmade dark brown leather harness with a gleaming brass buckle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a life-size white marble statue of a classical woman facing the cat in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cat snap its mouth open to bare sharp teeth and hiss at the statue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do dust particles in the light beam ignite and flash with gold and lavender light in extreme slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023300303146243095 + ], + "opposite_logprob_tokens": [ + -3.7733004093170166 + ], + "logprob_reward": -0.023300303146243095, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023300303146243095, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15743254125118256, + 0.05197656899690628, + 0.05029379948973656, + 0.03272563964128494, + 0.04707624390721321, + 0.11259728670120239, + 0.045703720301389694, + 0.30755874514579773, + 0.07983440160751343, + 0.11480102688074112 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.023300303146243095 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a quiet corridor deep within a museum featuring a silver tabby British shorthair cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat wearing a handmade dark brown leather harness with a gleaming brass buckle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a life-size white marble statue of a classical woman facing the cat in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cat snap its mouth open to bare sharp teeth and hiss at the statue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do dust particles in the light beam ignite and flash with gold and lavender light in extreme slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134740889072418 + ], + "opposite_logprob_tokens": [ + -1.3134740591049194 + ], + "logprob_reward": -0.3134740889072418, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134740889072418, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0478234589099884, + 0.021925512701272964, + 0.024773040786385536, + 0.028573933988809586, + 0.020060446113348007, + 0.03410758823156357, + 0.12355948984622955, + 0.29014623165130615, + 0.24769176542758942, + 0.16133858263492584 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.3134740889072418 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a quiet corridor deep within a museum featuring a silver tabby British shorthair cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat wearing a handmade dark brown leather harness with a gleaming brass buckle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a life-size white marble statue of a classical woman facing the cat in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cat snap its mouth open to bare sharp teeth and hiss at the statue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do dust particles in the light beam ignite and flash with gold and lavender light in extreme slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42895856499671936 + ], + "opposite_logprob_tokens": [ + -1.053958535194397 + ], + "logprob_reward": -0.42895856499671936, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.42895856499671936, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10796064883470535, + 0.032976794987916946, + 0.021250441670417786, + 0.033909957855939865, + 0.04082493856549263, + 0.020065858960151672, + 0.03471388667821884, + 0.34100672602653503, + 0.12488915771245956, + 0.24240157008171082 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.42895856499671936 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, medium shot, filmed in extreme slow motion, slowly and steadily zooms in on a quiet corridor deep within the museum. A narrow, soft beam of light slants down from a high side window, illuminating the area perfectly, creating a dramatic, Rembrandt-esque effect of light and shadow. The focal point of the image is a silver tabby British shorthair cat, clad in a handmade, dark brown leather harness, its brass buckle gleaming discreetly in the dim light. Its body is tense, its back slightly arched, its ears pressed back, and its amber eyes wide, their pupils narrowed to a thin line of intense alert. It faces a life-size, white marble statue of a classical woman, its surface etched with the marks of time, its posture serene and timeless. The cat's mouth snaps open, baring sharp teeth. At the climax of a warning hiss, an invisible wave of sound erupts from its mouth, instantly stirring the ancient dust still within the beam. In extreme slow motion, every tiny dust particle shaken by the sound waves was ignited by the light beam, like countless suspended miniature stars, flashing an indescribable forbidden light mixed with gold and lavender, injecting a unique atmosphere of sacredness, tension and supernatural mystery into the confrontation that was about to break out in this silent space.", + "seed": 31695, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_8/index_3529_seed_31695_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.16019222810864447, + "vlm_logprob": -0.16019222810864447, + "vlm_yes_no_margin": 2.225, + "vlm_token_credit": -0.16019222810864447, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a quiet corridor deep within a museum featuring a silver tabby British shorthair cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat wearing a handmade dark brown leather harness with a gleaming brass buckle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a life-size white marble statue of a classical woman facing the cat in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cat snap its mouth open to bare sharp teeth and hiss at the statue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do dust particles in the light beam ignite and flash with gold and lavender light in extreme slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5254881381988525 + ], + "opposite_logprob_tokens": [ + -0.9004881381988525 + ], + "logprob_reward": -0.5254881381988525, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5254881381988525, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10260891914367676, + 0.6046774387359619, + 0.03775595873594284, + 0.02713630720973015, + 0.01782369241118431, + 0.10993102192878723, + 0.0247960165143013, + 0.026493491604924202, + 0.027703262865543365, + 0.021073907613754272 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.5254881381988525 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a quiet corridor deep within a museum featuring a silver tabby British shorthair cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat wearing a handmade dark brown leather harness with a gleaming brass buckle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a life-size white marble statue of a classical woman facing the cat in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cat snap its mouth open to bare sharp teeth and hiss at the statue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do dust particles in the light beam ignite and flash with gold and lavender light in extreme slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048697471618652344 + ], + "opposite_logprob_tokens": [ + -3.0486974716186523 + ], + "logprob_reward": -0.048697471618652344, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048697471618652344, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.026554202660918236, + 0.637917697429657, + 0.02005661651492119, + 0.042106617242097855, + 0.025575948879122734, + 0.09295616298913956, + 0.021727224811911583, + 0.04190539941191673, + 0.06545452028512955, + 0.02574566751718521 + ], + "top_frames": [ + 1, + 5, + 8 + ], + "selected_reward": -0.048697471618652344 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a quiet corridor deep within a museum featuring a silver tabby British shorthair cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat wearing a handmade dark brown leather harness with a gleaming brass buckle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a life-size white marble statue of a classical woman facing the cat in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cat snap its mouth open to bare sharp teeth and hiss at the statue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do dust particles in the light beam ignite and flash with gold and lavender light in extreme slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866170510649681 + ], + "opposite_logprob_tokens": [ + -3.048661708831787 + ], + "logprob_reward": -0.04866170510649681, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866170510649681, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24231591820716858, + 0.5190047025680542, + 0.045237597078084946, + 0.025208646431565285, + 0.04032684862613678, + 0.04649478942155838, + 0.03778001666069031, + 0.021250296384096146, + 0.012393984943628311, + 0.009987231343984604 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.04866170510649681 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a quiet corridor deep within a museum featuring a silver tabby British shorthair cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat wearing a handmade dark brown leather harness with a gleaming brass buckle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a life-size white marble statue of a classical woman facing the cat in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cat snap its mouth open to bare sharp teeth and hiss at the statue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do dust particles in the light beam ignite and flash with gold and lavender light in extreme slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08905833214521408 + ], + "opposite_logprob_tokens": [ + -2.4640583992004395 + ], + "logprob_reward": -0.08905833214521408, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08905833214521408, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05947301164269447, + 0.5545676946640015, + 0.0711858719587326, + 0.03013671562075615, + 0.023278597742319107, + 0.05020879954099655, + 0.025264719501137733, + 0.08339620381593704, + 0.05260565131902695, + 0.04988276958465576 + ], + "top_frames": [ + 1, + 7, + 2 + ], + "selected_reward": -0.08905833214521408 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a quiet corridor deep within a museum featuring a silver tabby British shorthair cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat wearing a handmade dark brown leather harness with a gleaming brass buckle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a life-size white marble statue of a classical woman facing the cat in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cat snap its mouth open to bare sharp teeth and hiss at the statue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do dust particles in the light beam ignite and flash with gold and lavender light in extreme slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08905549347400665 + ], + "opposite_logprob_tokens": [ + -2.4640555381774902 + ], + "logprob_reward": -0.08905549347400665, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08905549347400665, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.025157010182738304, + 0.5299840569496155, + 0.06825883686542511, + 0.01132589764893055, + 0.011299451813101768, + 0.040370192378759384, + 0.024200910702347755, + 0.04885399341583252, + 0.1443459391593933, + 0.09620365500450134 + ], + "top_frames": [ + 1, + 8, + 9 + ], + "selected_reward": -0.08905549347400665 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_9/index_tensor([6606, 6606])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_9/index_tensor([6606, 6606])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..29d01103ccb187e7e2b9c176cbe7eec288671e9c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_9/index_tensor([6606, 6606])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In an extreme macro close-up shot from a slight downward angle, the camera remains still, focused on a professional-grade carving knife with a blade gleaming with a cool metallic sheen. Its handle, crafted from polished dark walnut, exudes a warm, textured feel. A warm, focused bench light streams down from above and sideways, illuminating the knife's tip as it steadily and deliberately slices into a block of untreated basswood, revealing the delicate grain and growth rings on the surface. With the blade's precise and fluid advance, a thin shaving of wood is gracefully released. Shot in extreme slow motion, the shaving appears like a living ribbon, slowly unfurling, curling, and swirling through the air. The delicate wood fibers within are clearly visible in the light, as if time has frozen in time. The light reflects dazzling highlights on the sharp blade, while outlining charming golden outlines on the arcs of flying sawdust. The background is completely blurred into a dark haze, leaving only this focused and poetic moment of carving. The whole picture is full of tranquility, healing and praise of exquisite craftsmanship.", + "seed": 15060, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_9/index_6606_seed_15060_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.21248871861025692, + "vlm_logprob": -0.21248871861025692, + "vlm_yes_no_margin": 2.925, + "vlm_token_credit": -0.21248871861025692, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a professional-grade carving knife slicing into a block of untreated basswood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the knife have a blade with a cool metallic sheen and a handle crafted from polished dark walnut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a warm, focused bench light streaming from above and sideways, revealing wood grain and growth rings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video shot in extreme slow motion showing a thin wood shaving curling and swirling through the air with visible fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still with a background blurred into a dark haze, while the blade reflects dazzling highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8281545042991638 + ], + "opposite_logprob_tokens": [ + -0.5781545042991638 + ], + "logprob_reward": -0.8281545042991638, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8281545042991638, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.14196328818798065, + 0.1808868795633316, + 0.06722282618284225, + 0.14464569091796875, + 0.09287954866886139, + 0.14497250318527222, + 0.10331663489341736, + 0.0372370183467865, + 0.024657391011714935, + 0.06221816688776016 + ], + "top_frames": [ + 1, + 5, + 3 + ], + "selected_reward": -0.8281545042991638 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a professional-grade carving knife slicing into a block of untreated basswood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the knife have a blade with a cool metallic sheen and a handle crafted from polished dark walnut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a warm, focused bench light streaming from above and sideways, revealing wood grain and growth rings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video shot in extreme slow motion showing a thin wood shaving curling and swirling through the air with visible fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still with a background blurred into a dark haze, while the blade reflects dazzling highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17997947335243225 + ], + "opposite_logprob_tokens": [ + -1.8049794435501099 + ], + "logprob_reward": -0.17997947335243225, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17997947335243225, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21963031589984894, + 0.1288488209247589, + 0.05476285517215729, + 0.09410570561885834, + 0.18489909172058105, + 0.11286716163158417, + 0.09255588054656982, + 0.05494765564799309, + 0.016733037307858467, + 0.04064946249127388 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.17997947335243225 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a professional-grade carving knife slicing into a block of untreated basswood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the knife have a blade with a cool metallic sheen and a handle crafted from polished dark walnut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a warm, focused bench light streaming from above and sideways, revealing wood grain and growth rings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video shot in extreme slow motion showing a thin wood shaving curling and swirling through the air with visible fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still with a background blurred into a dark haze, while the blade reflects dazzling highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036247759126126766 + ], + "opposite_logprob_tokens": [ + -5.62862491607666 + ], + "logprob_reward": -0.0036247759126126766, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036247759126126766, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11013288795948029, + 0.1992611438035965, + 0.07012677937746048, + 0.15234100818634033, + 0.13480642437934875, + 0.1110621988773346, + 0.08607874065637589, + 0.02387927658855915, + 0.054389163851737976, + 0.05792238563299179 + ], + "top_frames": [ + 1, + 3, + 4 + ], + "selected_reward": -0.0036247759126126766 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a professional-grade carving knife slicing into a block of untreated basswood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the knife have a blade with a cool metallic sheen and a handle crafted from polished dark walnut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a warm, focused bench light streaming from above and sideways, revealing wood grain and growth rings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video shot in extreme slow motion showing a thin wood shaving curling and swirling through the air with visible fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still with a background blurred into a dark haze, while the blade reflects dazzling highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012552540749311447 + ], + "opposite_logprob_tokens": [ + -4.387552738189697 + ], + "logprob_reward": -0.012552540749311447, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012552540749311447, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09523630142211914, + 0.08527670800685883, + 0.13402779400348663, + 0.0829911157488823, + 0.11690524220466614, + 0.22496286034584045, + 0.10741119831800461, + 0.02324189431965351, + 0.06254301220178604, + 0.06740386039018631 + ], + "top_frames": [ + 5, + 2, + 4 + ], + "selected_reward": -0.012552540749311447 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a professional-grade carving knife slicing into a block of untreated basswood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the knife have a blade with a cool metallic sheen and a handle crafted from polished dark walnut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a warm, focused bench light streaming from above and sideways, revealing wood grain and growth rings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video shot in extreme slow motion showing a thin wood shaving curling and swirling through the air with visible fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still with a background blurred into a dark haze, while the blade reflects dazzling highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03813229873776436 + ], + "opposite_logprob_tokens": [ + -3.2881321907043457 + ], + "logprob_reward": -0.03813229873776436, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03813229873776436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1863815039396286, + 0.14692220091819763, + 0.1314682513475418, + 0.10014963895082474, + 0.09681407362222672, + 0.09604860842227936, + 0.13812609016895294, + 0.03788279742002487, + 0.038346562534570694, + 0.027860267087817192 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.03813229873776436 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an extreme macro close-up shot from a slight downward angle, the camera remains still, focused on a professional-grade carving knife with a blade gleaming with a cool metallic sheen. Its handle, crafted from polished dark walnut, exudes a warm, textured feel. A warm, focused bench light streams down from above and sideways, illuminating the knife's tip as it steadily and deliberately slices into a block of untreated basswood, revealing the delicate grain and growth rings on the surface. With the blade's precise and fluid advance, a thin shaving of wood is gracefully released. Shot in extreme slow motion, the shaving appears like a living ribbon, slowly unfurling, curling, and swirling through the air. The delicate wood fibers within are clearly visible in the light, as if time has frozen in time. The light reflects dazzling highlights on the sharp blade, while outlining charming golden outlines on the arcs of flying sawdust. The background is completely blurred into a dark haze, leaving only this focused and poetic moment of carving. The whole picture is full of tranquility, healing and praise of exquisite craftsmanship.", + "seed": 15061, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_9/index_6606_seed_15061_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.31101239696145055, + "vlm_logprob": -0.31101239696145055, + "vlm_yes_no_margin": 2.0, + "vlm_token_credit": -0.31101239696145055, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a professional-grade carving knife slicing into a block of untreated basswood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the knife have a blade with a cool metallic sheen and a handle crafted from polished dark walnut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a warm, focused bench light streaming from above and sideways, revealing wood grain and growth rings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video shot in extreme slow motion showing a thin wood shaving curling and swirling through the air with visible fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still with a background blurred into a dark haze, while the blade reflects dazzling highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2265312671661377 + ], + "opposite_logprob_tokens": [ + -0.3515312969684601 + ], + "logprob_reward": -1.2265312671661377, + "yes_no_margin_reward": -0.875, + "token_credit_reward": -1.2265312671661377, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2647794187068939, + 0.08494458347558975, + 0.05006072297692299, + 0.04497237876057625, + 0.05033301189541817, + 0.06208666041493416, + 0.1753755807876587, + 0.10055318474769592, + 0.060006383806467056, + 0.106888048350811 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -1.2265312671661377 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a professional-grade carving knife slicing into a block of untreated basswood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the knife have a blade with a cool metallic sheen and a handle crafted from polished dark walnut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a warm, focused bench light streaming from above and sideways, revealing wood grain and growth rings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video shot in extreme slow motion showing a thin wood shaving curling and swirling through the air with visible fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still with a background blurred into a dark haze, while the blade reflects dazzling highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18002508580684662 + ], + "opposite_logprob_tokens": [ + -1.8050251007080078 + ], + "logprob_reward": -0.18002508580684662, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18002508580684662, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3943554759025574, + 0.08467716723680496, + 0.03040415421128273, + 0.08002662658691406, + 0.05594366043806076, + 0.02781209722161293, + 0.12003455311059952, + 0.04511699825525284, + 0.030908510088920593, + 0.13072077929973602 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.18002508580684662 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a professional-grade carving knife slicing into a block of untreated basswood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the knife have a blade with a cool metallic sheen and a handle crafted from polished dark walnut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a warm, focused bench light streaming from above and sideways, revealing wood grain and growth rings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video shot in extreme slow motion showing a thin wood shaving curling and swirling through the air with visible fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still with a background blurred into a dark haze, while the blade reflects dazzling highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026375919580459595 + ], + "opposite_logprob_tokens": [ + -3.6513760089874268 + ], + "logprob_reward": -0.026375919580459595, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026375919580459595, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2785739302635193, + 0.12373022735118866, + 0.0540856197476387, + 0.03558996319770813, + 0.07136816531419754, + 0.0661664754152298, + 0.1359037458896637, + 0.06738827377557755, + 0.08971727639436722, + 0.07747630774974823 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.026375919580459595 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a professional-grade carving knife slicing into a block of untreated basswood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the knife have a blade with a cool metallic sheen and a handle crafted from polished dark walnut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a warm, focused bench light streaming from above and sideways, revealing wood grain and growth rings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video shot in extreme slow motion showing a thin wood shaving curling and swirling through the air with visible fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still with a background blurred into a dark haze, while the blade reflects dazzling highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07901687175035477 + ], + "opposite_logprob_tokens": [ + -2.579016923904419 + ], + "logprob_reward": -0.07901687175035477, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07901687175035477, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22869041562080383, + 0.16975723206996918, + 0.04878859594464302, + 0.06769027560949326, + 0.05669749900698662, + 0.08937427401542664, + 0.07600373029708862, + 0.1384812891483307, + 0.06540770083665848, + 0.05910899117588997 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.07901687175035477 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a professional-grade carving knife slicing into a block of untreated basswood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the knife have a blade with a cool metallic sheen and a handle crafted from polished dark walnut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a warm, focused bench light streaming from above and sideways, revealing wood grain and growth rings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video shot in extreme slow motion showing a thin wood shaving curling and swirling through the air with visible fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still with a background blurred into a dark haze, while the blade reflects dazzling highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04311284050345421 + ], + "opposite_logprob_tokens": [ + -3.1681127548217773 + ], + "logprob_reward": -0.04311284050345421, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04311284050345421, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4521964192390442, + 0.050111282616853714, + 0.034704215824604034, + 0.06449096649885178, + 0.06105470284819603, + 0.05827709659934044, + 0.09520663321018219, + 0.0980353131890297, + 0.04065285250544548, + 0.04527052864432335 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.04311284050345421 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an extreme macro close-up shot from a slight downward angle, the camera remains still, focused on a professional-grade carving knife with a blade gleaming with a cool metallic sheen. Its handle, crafted from polished dark walnut, exudes a warm, textured feel. A warm, focused bench light streams down from above and sideways, illuminating the knife's tip as it steadily and deliberately slices into a block of untreated basswood, revealing the delicate grain and growth rings on the surface. With the blade's precise and fluid advance, a thin shaving of wood is gracefully released. Shot in extreme slow motion, the shaving appears like a living ribbon, slowly unfurling, curling, and swirling through the air. The delicate wood fibers within are clearly visible in the light, as if time has frozen in time. The light reflects dazzling highlights on the sharp blade, while outlining charming golden outlines on the arcs of flying sawdust. The background is completely blurred into a dark haze, leaving only this focused and poetic moment of carving. The whole picture is full of tranquility, healing and praise of exquisite craftsmanship.", + "seed": 15062, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_9/index_6606_seed_15062_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.12621742433402688, + "vlm_logprob": -0.12621742433402688, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.12621742433402688, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a professional-grade carving knife slicing into a block of untreated basswood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the knife have a blade with a cool metallic sheen and a handle crafted from polished dark walnut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a warm, focused bench light streaming from above and sideways, revealing wood grain and growth rings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video shot in extreme slow motion showing a thin wood shaving curling and swirling through the air with visible fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still with a background blurred into a dark haze, while the blade reflects dazzling highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5247998237609863 + ], + "opposite_logprob_tokens": [ + -0.8997998237609863 + ], + "logprob_reward": -0.5247998237609863, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5247998237609863, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08844777196645737, + 0.05924506112933159, + 0.02776612713932991, + 0.3602433502674103, + 0.028305647894740105, + 0.20349784195423126, + 0.05161074176430702, + 0.04680933803319931, + 0.040684279054403305, + 0.0933898463845253 + ], + "top_frames": [ + 3, + 5, + 9 + ], + "selected_reward": -0.5247998237609863 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a professional-grade carving knife slicing into a block of untreated basswood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the knife have a blade with a cool metallic sheen and a handle crafted from polished dark walnut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a warm, focused bench light streaming from above and sideways, revealing wood grain and growth rings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video shot in extreme slow motion showing a thin wood shaving curling and swirling through the air with visible fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still with a background blurred into a dark haze, while the blade reflects dazzling highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04870791733264923 + ], + "opposite_logprob_tokens": [ + -3.048707962036133 + ], + "logprob_reward": -0.04870791733264923, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04870791733264923, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1685331165790558, + 0.08288156241178513, + 0.03801839426159859, + 0.19242903590202332, + 0.0862891674041748, + 0.08431345224380493, + 0.10260959714651108, + 0.07010754942893982, + 0.06853470951318741, + 0.10628344863653183 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.04870791733264923 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a professional-grade carving knife slicing into a block of untreated basswood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the knife have a blade with a cool metallic sheen and a handle crafted from polished dark walnut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a warm, focused bench light streaming from above and sideways, revealing wood grain and growth rings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video shot in extreme slow motion showing a thin wood shaving curling and swirling through the air with visible fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still with a background blurred into a dark haze, while the blade reflects dazzling highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019443194614723325 + ], + "opposite_logprob_tokens": [ + -6.251944541931152 + ], + "logprob_reward": -0.0019443194614723325, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019443194614723325, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30714109539985657, + 0.06220920756459236, + 0.038072820752859116, + 0.17492978274822235, + 0.05678454786539078, + 0.05184353515505791, + 0.040991708636283875, + 0.09633021056652069, + 0.07205244153738022, + 0.09964463859796524 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.0019443194614723325 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a professional-grade carving knife slicing into a block of untreated basswood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the knife have a blade with a cool metallic sheen and a handle crafted from polished dark walnut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a warm, focused bench light streaming from above and sideways, revealing wood grain and growth rings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video shot in extreme slow motion showing a thin wood shaving curling and swirling through the air with visible fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still with a background blurred into a dark haze, while the blade reflects dazzling highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012546654790639877 + ], + "opposite_logprob_tokens": [ + -4.387546539306641 + ], + "logprob_reward": -0.012546654790639877, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012546654790639877, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07749220728874207, + 0.03915007412433624, + 0.02520783059298992, + 0.18676315248012543, + 0.06477998942136765, + 0.17683622241020203, + 0.06307323276996613, + 0.14963126182556152, + 0.043338775634765625, + 0.17372731864452362 + ], + "top_frames": [ + 3, + 5, + 9 + ], + "selected_reward": -0.012546654790639877 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a professional-grade carving knife slicing into a block of untreated basswood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the knife have a blade with a cool metallic sheen and a handle crafted from polished dark walnut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a warm, focused bench light streaming from above and sideways, revealing wood grain and growth rings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video shot in extreme slow motion showing a thin wood shaving curling and swirling through the air with visible fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still with a background blurred into a dark haze, while the blade reflects dazzling highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0430884063243866 + ], + "opposite_logprob_tokens": [ + -3.168088436126709 + ], + "logprob_reward": -0.0430884063243866, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0430884063243866, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22547729313373566, + 0.049816012382507324, + 0.0914703756570816, + 0.1432896852493286, + 0.09011726081371307, + 0.15371806919574738, + 0.029320724308490753, + 0.08736152201890945, + 0.045131925493478775, + 0.08429708331823349 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.0430884063243866 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an extreme macro close-up shot from a slight downward angle, the camera remains still, focused on a professional-grade carving knife with a blade gleaming with a cool metallic sheen. Its handle, crafted from polished dark walnut, exudes a warm, textured feel. A warm, focused bench light streams down from above and sideways, illuminating the knife's tip as it steadily and deliberately slices into a block of untreated basswood, revealing the delicate grain and growth rings on the surface. With the blade's precise and fluid advance, a thin shaving of wood is gracefully released. Shot in extreme slow motion, the shaving appears like a living ribbon, slowly unfurling, curling, and swirling through the air. The delicate wood fibers within are clearly visible in the light, as if time has frozen in time. The light reflects dazzling highlights on the sharp blade, while outlining charming golden outlines on the arcs of flying sawdust. The background is completely blurred into a dark haze, leaving only this focused and poetic moment of carving. The whole picture is full of tranquility, healing and praise of exquisite craftsmanship.", + "seed": 15063, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000006/group_9/index_6606_seed_15063_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.20795546406880022, + "vlm_logprob": -0.20795546406880022, + "vlm_yes_no_margin": 2.7, + "vlm_token_credit": -0.20795546406880022, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a professional-grade carving knife slicing into a block of untreated basswood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the knife have a blade with a cool metallic sheen and a handle crafted from polished dark walnut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a warm, focused bench light streaming from above and sideways, revealing wood grain and growth rings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video shot in extreme slow motion showing a thin wood shaving curling and swirling through the air with visible fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still with a background blurred into a dark haze, while the blade reflects dazzling highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8302505016326904 + ], + "opposite_logprob_tokens": [ + -0.5802505016326904 + ], + "logprob_reward": -0.8302505016326904, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8302505016326904, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.21234659850597382, + 0.05166442319750786, + 0.06964487582445145, + 0.0674901083111763, + 0.05155185982584953, + 0.17763003706932068, + 0.14564821124076843, + 0.03414425253868103, + 0.06869079917669296, + 0.12118877470493317 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.8302505016326904 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a professional-grade carving knife slicing into a block of untreated basswood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the knife have a blade with a cool metallic sheen and a handle crafted from polished dark walnut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a warm, focused bench light streaming from above and sideways, revealing wood grain and growth rings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video shot in extreme slow motion showing a thin wood shaving curling and swirling through the air with visible fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still with a background blurred into a dark haze, while the blade reflects dazzling highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12717077136039734 + ], + "opposite_logprob_tokens": [ + -2.1271708011627197 + ], + "logprob_reward": -0.12717077136039734, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12717077136039734, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14837272465229034, + 0.03117254003882408, + 0.11161257326602936, + 0.05697748064994812, + 0.20651210844516754, + 0.16138353943824768, + 0.0866285189986229, + 0.02287347801029682, + 0.08808855712413788, + 0.08637845516204834 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.12717077136039734 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a professional-grade carving knife slicing into a block of untreated basswood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the knife have a blade with a cool metallic sheen and a handle crafted from polished dark walnut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a warm, focused bench light streaming from above and sideways, revealing wood grain and growth rings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video shot in extreme slow motion showing a thin wood shaving curling and swirling through the air with visible fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still with a background blurred into a dark haze, while the blade reflects dazzling highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00675205560401082 + ], + "opposite_logprob_tokens": [ + -5.006752014160156 + ], + "logprob_reward": -0.00675205560401082, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00675205560401082, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30111193656921387, + 0.07027146220207214, + 0.05540154129266739, + 0.042712338268756866, + 0.0896867960691452, + 0.17302635312080383, + 0.058906376361846924, + 0.04621381685137749, + 0.08328284323215485, + 0.07938649505376816 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.00675205560401082 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a professional-grade carving knife slicing into a block of untreated basswood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the knife have a blade with a cool metallic sheen and a handle crafted from polished dark walnut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a warm, focused bench light streaming from above and sideways, revealing wood grain and growth rings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video shot in extreme slow motion showing a thin wood shaving curling and swirling through the air with visible fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still with a background blurred into a dark haze, while the blade reflects dazzling highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059982344508171 + ], + "opposite_logprob_tokens": [ + -3.895599842071533 + ], + "logprob_reward": -0.02059982344508171, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059982344508171, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12947368621826172, + 0.0686374306678772, + 0.05022218078374863, + 0.15354540944099426, + 0.13513804972171783, + 0.13522087037563324, + 0.043440379202365875, + 0.06604662537574768, + 0.14177504181861877, + 0.07650040090084076 + ], + "top_frames": [ + 3, + 8, + 5 + ], + "selected_reward": -0.02059982344508171 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a professional-grade carving knife slicing into a block of untreated basswood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the knife have a blade with a cool metallic sheen and a handle crafted from polished dark walnut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a warm, focused bench light streaming from above and sideways, revealing wood grain and growth rings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the video shot in extreme slow motion showing a thin wood shaving curling and swirling through the air with visible fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still with a background blurred into a dark haze, while the blade reflects dazzling highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.055004168301820755 + ], + "opposite_logprob_tokens": [ + -2.930004119873047 + ], + "logprob_reward": -0.055004168301820755, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.055004168301820755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21936607360839844, + 0.07502219080924988, + 0.04979809746146202, + 0.059530094265937805, + 0.07583150267601013, + 0.1409057229757309, + 0.15576329827308655, + 0.055348433554172516, + 0.07193006575107574, + 0.09650450944900513 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.055004168301820755 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_0/index_tensor([5902, 5902])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_0/index_tensor([5902, 5902])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a4332b10e70caa80c8f07ae601a23064b0b8fc36 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_0/index_tensor([5902, 5902])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The camera opens with a wide, long shot, then slowly and steadily pans forward, capturing a tranquil, pastoral scene from a horizontal angle. As golden morning light slants across the horizon, an elderly villager stands alone in the center of a newly green rice paddy. Her graying hair is pulled back in a simple bun, and her face is etched with deep wrinkles from time, yet her expression is one of unwavering tranquility and contentment. She wears a faded blue homespun blouse and loose black trousers, her cloth shoes stained with morning mud. As the camera closes in, her movements begin: she slowly raises her arms toward the sky, as if embracing the first rays of morning sunlight, her fingertips trembling slightly with the stretch. Then, her body begins a gentle twirl, a simple movement, more like an impromptu expression of unity with nature, the hem of her cloth dress fluttering lightly as she turns. The soft sidelight casts a warm golden halo around her silhouette, illuminating the dewdrops in the field with a shimmering clarity. In the distance are rolling green mountains with a light morning mist lingering between the mountains. The whole picture is dominated by the tender green of the rice fields and the light blue of the sky, presenting an atmosphere that is warm, peaceful and full of hope for life.", + "seed": 4454, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_0/index_5902_seed_4454_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.20775900362059474, + "vlm_logprob": -0.20775900362059474, + "vlm_yes_no_margin": 2.775, + "vlm_token_credit": -0.20775900362059474, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly villager with graying hair in a bun and deep wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a newly green rice paddy with rolling green mountains in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a wide long shot and slowly pan forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the villager raise her arms toward the sky and then perform a gentle twirl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting golden morning light casting a warm halo and illuminating dewdrops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.633934497833252 + ], + "opposite_logprob_tokens": [ + -0.758934497833252 + ], + "logprob_reward": -0.633934497833252, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.633934497833252, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12007918953895569, + 0.05735370144248009, + 0.17077624797821045, + 0.1555822491645813, + 0.042391203343868256, + 0.025756489485502243, + 0.07948728650808334, + 0.03894365578889847, + 0.25699153542518616, + 0.052638471126556396 + ], + "top_frames": [ + 8, + 2, + 3 + ], + "selected_reward": -0.633934497833252 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly villager with graying hair in a bun and deep wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a newly green rice paddy with rolling green mountains in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a wide long shot and slowly pan forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the villager raise her arms toward the sky and then perform a gentle twirl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting golden morning light casting a warm halo and illuminating dewdrops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004652271047234535 + ], + "opposite_logprob_tokens": [ + -5.379652500152588 + ], + "logprob_reward": -0.004652271047234535, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004652271047234535, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12223882228136063, + 0.057146355509757996, + 0.2996629476547241, + 0.10675481706857681, + 0.03761840984225273, + 0.0562126450240612, + 0.06644272804260254, + 0.03681047260761261, + 0.17271912097930908, + 0.04439375549554825 + ], + "top_frames": [ + 2, + 8, + 0 + ], + "selected_reward": -0.004652271047234535 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly villager with graying hair in a bun and deep wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a newly green rice paddy with rolling green mountains in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a wide long shot and slowly pan forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the villager raise her arms toward the sky and then perform a gentle twirl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting golden morning light casting a warm halo and illuminating dewdrops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.252071350812912 + ], + "opposite_logprob_tokens": [ + -1.5020713806152344 + ], + "logprob_reward": -0.252071350812912, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.252071350812912, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10493627935647964, + 0.07331690937280655, + 0.27516311407089233, + 0.06711562722921371, + 0.039164330810308456, + 0.023489926010370255, + 0.02916412428021431, + 0.05093713477253914, + 0.25625160336494446, + 0.08046098798513412 + ], + "top_frames": [ + 2, + 8, + 0 + ], + "selected_reward": -0.252071350812912 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly villager with graying hair in a bun and deep wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a newly green rice paddy with rolling green mountains in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a wide long shot and slowly pan forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the villager raise her arms toward the sky and then perform a gentle twirl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting golden morning light casting a warm halo and illuminating dewdrops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005260079633444548 + ], + "opposite_logprob_tokens": [ + -5.255259990692139 + ], + "logprob_reward": -0.005260079633444548, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005260079633444548, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07554797828197479, + 0.03798775374889374, + 0.20935384929180145, + 0.10865745693445206, + 0.042986996471881866, + 0.041507791727781296, + 0.04739151895046234, + 0.11428751796483994, + 0.2831202745437622, + 0.03915884718298912 + ], + "top_frames": [ + 8, + 2, + 7 + ], + "selected_reward": -0.005260079633444548 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly villager with graying hair in a bun and deep wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a newly green rice paddy with rolling green mountains in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a wide long shot and slowly pan forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the villager raise her arms toward the sky and then perform a gentle twirl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting golden morning light casting a warm halo and illuminating dewdrops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14287681877613068 + ], + "opposite_logprob_tokens": [ + -2.0178768634796143 + ], + "logprob_reward": -0.14287681877613068, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14287681877613068, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1755378097295761, + 0.034477151930332184, + 0.32947948575019836, + 0.11880958080291748, + 0.02471162937581539, + 0.026515541598200798, + 0.07821840047836304, + 0.02832920290529728, + 0.13970376551151276, + 0.04421742632985115 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.14287681877613068 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The camera opens with a wide, long shot, then slowly and steadily pans forward, capturing a tranquil, pastoral scene from a horizontal angle. As golden morning light slants across the horizon, an elderly villager stands alone in the center of a newly green rice paddy. Her graying hair is pulled back in a simple bun, and her face is etched with deep wrinkles from time, yet her expression is one of unwavering tranquility and contentment. She wears a faded blue homespun blouse and loose black trousers, her cloth shoes stained with morning mud. As the camera closes in, her movements begin: she slowly raises her arms toward the sky, as if embracing the first rays of morning sunlight, her fingertips trembling slightly with the stretch. Then, her body begins a gentle twirl, a simple movement, more like an impromptu expression of unity with nature, the hem of her cloth dress fluttering lightly as she turns. The soft sidelight casts a warm golden halo around her silhouette, illuminating the dewdrops in the field with a shimmering clarity. In the distance are rolling green mountains with a light morning mist lingering between the mountains. The whole picture is dominated by the tender green of the rice fields and the light blue of the sky, presenting an atmosphere that is warm, peaceful and full of hope for life.", + "seed": 4455, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_0/index_5902_seed_4455_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.10666462248191237, + "vlm_logprob": -0.10666462248191237, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.10666462248191237, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly villager with graying hair in a bun and deep wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a newly green rice paddy with rolling green mountains in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a wide long shot and slowly pan forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the villager raise her arms toward the sky and then perform a gentle twirl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting golden morning light casting a warm halo and illuminating dewdrops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2527707815170288 + ], + "opposite_logprob_tokens": [ + -1.5027707815170288 + ], + "logprob_reward": -0.2527707815170288, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2527707815170288, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12755493819713593, + 0.06593751907348633, + 0.03126678615808487, + 0.053320009261369705, + 0.24180352687835693, + 0.12166205048561096, + 0.05337975174188614, + 0.08824507892131805, + 0.10771891474723816, + 0.10911143571138382 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.2527707815170288 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly villager with graying hair in a bun and deep wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a newly green rice paddy with rolling green mountains in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a wide long shot and slowly pan forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the villager raise her arms toward the sky and then perform a gentle twirl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting golden morning light casting a warm halo and illuminating dewdrops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022072256542742252 + ], + "opposite_logprob_tokens": [ + -6.127207279205322 + ], + "logprob_reward": -0.0022072256542742252, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022072256542742252, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19967249035835266, + 0.08891065418720245, + 0.03545910865068436, + 0.05432131513953209, + 0.16962510347366333, + 0.06666401773691177, + 0.09326653927564621, + 0.02130918763577938, + 0.05875576660037041, + 0.21201585233211517 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.0022072256542742252 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly villager with graying hair in a bun and deep wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a newly green rice paddy with rolling green mountains in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a wide long shot and slowly pan forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the villager raise her arms toward the sky and then perform a gentle twirl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting golden morning light casting a warm halo and illuminating dewdrops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20153982937335968 + ], + "opposite_logprob_tokens": [ + -1.7015398740768433 + ], + "logprob_reward": -0.20153982937335968, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20153982937335968, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.060032326728105545, + 0.3186267614364624, + 0.055469661951065063, + 0.03190331533551216, + 0.05819166824221611, + 0.16553883254528046, + 0.08279331773519516, + 0.024757321923971176, + 0.04844869300723076, + 0.15423808991909027 + ], + "top_frames": [ + 1, + 5, + 9 + ], + "selected_reward": -0.20153982937335968 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly villager with graying hair in a bun and deep wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a newly green rice paddy with rolling green mountains in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a wide long shot and slowly pan forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the villager raise her arms toward the sky and then perform a gentle twirl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting golden morning light casting a warm halo and illuminating dewdrops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006742109544575214 + ], + "opposite_logprob_tokens": [ + -5.006742000579834 + ], + "logprob_reward": -0.006742109544575214, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006742109544575214, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.040301308035850525, + 0.05700234696269035, + 0.023816417902708054, + 0.0405997671186924, + 0.23401735723018646, + 0.1496518850326538, + 0.08335502445697784, + 0.06790977716445923, + 0.1456216722726822, + 0.15772438049316406 + ], + "top_frames": [ + 4, + 9, + 5 + ], + "selected_reward": -0.006742109544575214 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly villager with graying hair in a bun and deep wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a newly green rice paddy with rolling green mountains in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a wide long shot and slowly pan forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the villager raise her arms toward the sky and then perform a gentle twirl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting golden morning light casting a warm halo and illuminating dewdrops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07006316632032394 + ], + "opposite_logprob_tokens": [ + -2.6950631141662598 + ], + "logprob_reward": -0.07006316632032394, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07006316632032394, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16223616898059845, + 0.14118686318397522, + 0.020738564431667328, + 0.0882624015212059, + 0.29062792658805847, + 0.06875896453857422, + 0.07303488999605179, + 0.037617288529872894, + 0.04603319615125656, + 0.07150378078222275 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.07006316632032394 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The camera opens with a wide, long shot, then slowly and steadily pans forward, capturing a tranquil, pastoral scene from a horizontal angle. As golden morning light slants across the horizon, an elderly villager stands alone in the center of a newly green rice paddy. Her graying hair is pulled back in a simple bun, and her face is etched with deep wrinkles from time, yet her expression is one of unwavering tranquility and contentment. She wears a faded blue homespun blouse and loose black trousers, her cloth shoes stained with morning mud. As the camera closes in, her movements begin: she slowly raises her arms toward the sky, as if embracing the first rays of morning sunlight, her fingertips trembling slightly with the stretch. Then, her body begins a gentle twirl, a simple movement, more like an impromptu expression of unity with nature, the hem of her cloth dress fluttering lightly as she turns. The soft sidelight casts a warm golden halo around her silhouette, illuminating the dewdrops in the field with a shimmering clarity. In the distance are rolling green mountains with a light morning mist lingering between the mountains. The whole picture is dominated by the tender green of the rice fields and the light blue of the sky, presenting an atmosphere that is warm, peaceful and full of hope for life.", + "seed": 4456, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_0/index_5902_seed_4456_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.10070544753689319, + "vlm_logprob": -0.10070544753689319, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.10070544753689319, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly villager with graying hair in a bun and deep wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a newly green rice paddy with rolling green mountains in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a wide long shot and slowly pan forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the villager raise her arms toward the sky and then perform a gentle twirl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting golden morning light casting a warm halo and illuminating dewdrops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28204476833343506 + ], + "opposite_logprob_tokens": [ + -1.407044768333435 + ], + "logprob_reward": -0.28204476833343506, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28204476833343506, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12483058124780655, + 0.07795774191617966, + 0.05816638469696045, + 0.07320216298103333, + 0.07697242498397827, + 0.10882265120744705, + 0.21422936022281647, + 0.15314073860645294, + 0.08763290196657181, + 0.025045081973075867 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.28204476833343506 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly villager with graying hair in a bun and deep wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a newly green rice paddy with rolling green mountains in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a wide long shot and slowly pan forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the villager raise her arms toward the sky and then perform a gentle twirl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting golden morning light casting a warm halo and illuminating dewdrops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019471748964861035 + ], + "opposite_logprob_tokens": [ + -6.251947402954102 + ], + "logprob_reward": -0.0019471748964861035, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019471748964861035, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1450425684452057, + 0.1809021383523941, + 0.06820014119148254, + 0.09559910744428635, + 0.04871869087219238, + 0.06810088455677032, + 0.12950697541236877, + 0.1008041724562645, + 0.07788974791765213, + 0.08523553609848022 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.0019471748964861035 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly villager with graying hair in a bun and deep wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a newly green rice paddy with rolling green mountains in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a wide long shot and slowly pan forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the villager raise her arms toward the sky and then perform a gentle twirl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting golden morning light casting a warm halo and illuminating dewdrops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1798606812953949 + ], + "opposite_logprob_tokens": [ + -1.8048607110977173 + ], + "logprob_reward": -0.1798606812953949, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1798606812953949, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12288468331098557, + 0.4462150037288666, + 0.049302320927381516, + 0.03451273962855339, + 0.04848625138401985, + 0.07706062495708466, + 0.05655522644519806, + 0.041208717972040176, + 0.060319624841213226, + 0.0634547621011734 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.1798606812953949 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly villager with graying hair in a bun and deep wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a newly green rice paddy with rolling green mountains in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a wide long shot and slowly pan forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the villager raise her arms toward the sky and then perform a gentle twirl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting golden morning light casting a warm halo and illuminating dewdrops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005954384338110685 + ], + "opposite_logprob_tokens": [ + -5.130954265594482 + ], + "logprob_reward": -0.005954384338110685, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005954384338110685, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05558335781097412, + 0.5174384713172913, + 0.02784392610192299, + 0.02213137410581112, + 0.019209835678339005, + 0.09178294986486435, + 0.06912476569414139, + 0.024821758270263672, + 0.09051060676574707, + 0.08155292272567749 + ], + "top_frames": [ + 1, + 5, + 8 + ], + "selected_reward": -0.005954384338110685 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly villager with graying hair in a bun and deep wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a newly green rice paddy with rolling green mountains in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a wide long shot and slowly pan forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the villager raise her arms toward the sky and then perform a gentle twirl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting golden morning light casting a warm halo and illuminating dewdrops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0337202288210392 + ], + "opposite_logprob_tokens": [ + -3.4087202548980713 + ], + "logprob_reward": -0.0337202288210392, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0337202288210392, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13663841784000397, + 0.03376610949635506, + 0.03183985501527786, + 0.0708908662199974, + 0.05298836529254913, + 0.30167433619499207, + 0.0822366327047348, + 0.039603009819984436, + 0.13445447385311127, + 0.11590792238712311 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.0337202288210392 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The camera opens with a wide, long shot, then slowly and steadily pans forward, capturing a tranquil, pastoral scene from a horizontal angle. As golden morning light slants across the horizon, an elderly villager stands alone in the center of a newly green rice paddy. Her graying hair is pulled back in a simple bun, and her face is etched with deep wrinkles from time, yet her expression is one of unwavering tranquility and contentment. She wears a faded blue homespun blouse and loose black trousers, her cloth shoes stained with morning mud. As the camera closes in, her movements begin: she slowly raises her arms toward the sky, as if embracing the first rays of morning sunlight, her fingertips trembling slightly with the stretch. Then, her body begins a gentle twirl, a simple movement, more like an impromptu expression of unity with nature, the hem of her cloth dress fluttering lightly as she turns. The soft sidelight casts a warm golden halo around her silhouette, illuminating the dewdrops in the field with a shimmering clarity. In the distance are rolling green mountains with a light morning mist lingering between the mountains. The whole picture is dominated by the tender green of the rice fields and the light blue of the sky, presenting an atmosphere that is warm, peaceful and full of hope for life.", + "seed": 4457, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_0/index_5902_seed_4457_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1196197094861418, + "vlm_logprob": -0.1196197094861418, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.1196197094861418, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly villager with graying hair in a bun and deep wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a newly green rice paddy with rolling green mountains in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a wide long shot and slowly pan forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the villager raise her arms toward the sky and then perform a gentle twirl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting golden morning light casting a warm halo and illuminating dewdrops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28225892782211304 + ], + "opposite_logprob_tokens": [ + -1.4072589874267578 + ], + "logprob_reward": -0.28225892782211304, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28225892782211304, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21757201850414276, + 0.03500458970665932, + 0.025942901149392128, + 0.027450161054730415, + 0.03180907294154167, + 0.036028552800416946, + 0.046451397240161896, + 0.24898679554462433, + 0.18017204105854034, + 0.15058249235153198 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.28225892782211304 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly villager with graying hair in a bun and deep wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a newly green rice paddy with rolling green mountains in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a wide long shot and slowly pan forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the villager raise her arms toward the sky and then perform a gentle twirl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting golden morning light casting a warm halo and illuminating dewdrops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028278145473450422 + ], + "opposite_logprob_tokens": [ + -5.8778276443481445 + ], + "logprob_reward": -0.0028278145473450422, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028278145473450422, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18645651638507843, + 0.053187962621450424, + 0.04537118971347809, + 0.03199043869972229, + 0.03742384538054466, + 0.12865930795669556, + 0.042698830366134644, + 0.20990513265132904, + 0.10008875280618668, + 0.16421806812286377 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.0028278145473450422 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly villager with graying hair in a bun and deep wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a newly green rice paddy with rolling green mountains in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a wide long shot and slowly pan forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the villager raise her arms toward the sky and then perform a gentle twirl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting golden morning light casting a warm halo and illuminating dewdrops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25206291675567627 + ], + "opposite_logprob_tokens": [ + -1.5020629167556763 + ], + "logprob_reward": -0.25206291675567627, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25206291675567627, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07891721278429031, + 0.036834023892879486, + 0.03610896319150925, + 0.039625924080610275, + 0.035477664321660995, + 0.18514831364154816, + 0.22720496356487274, + 0.2932223379611969, + 0.03035062365233898, + 0.03710988909006119 + ], + "top_frames": [ + 7, + 6, + 5 + ], + "selected_reward": -0.25206291675567627 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly villager with graying hair in a bun and deep wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a newly green rice paddy with rolling green mountains in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a wide long shot and slowly pan forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the villager raise her arms toward the sky and then perform a gentle twirl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting golden morning light casting a warm halo and illuminating dewdrops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005955214146524668 + ], + "opposite_logprob_tokens": [ + -5.130955219268799 + ], + "logprob_reward": -0.005955214146524668, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005955214146524668, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10025191307067871, + 0.05579005181789398, + 0.024606220424175262, + 0.023031720891594887, + 0.024950793012976646, + 0.06407835334539413, + 0.08416140079498291, + 0.4369792938232422, + 0.09193453937768936, + 0.09421565383672714 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.005955214146524668 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly villager with graying hair in a bun and deep wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a newly green rice paddy with rolling green mountains in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a wide long shot and slowly pan forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the villager raise her arms toward the sky and then perform a gentle twirl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting golden morning light casting a warm halo and illuminating dewdrops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05499367415904999 + ], + "opposite_logprob_tokens": [ + -2.9299936294555664 + ], + "logprob_reward": -0.05499367415904999, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05499367415904999, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2583487331867218, + 0.03278826177120209, + 0.040954284369945526, + 0.022768940776586533, + 0.040977660566568375, + 0.10602245479822159, + 0.032509587705135345, + 0.08807259798049927, + 0.116081602871418, + 0.2614758014678955 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.05499367415904999 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_1/index_tensor([5722, 5722])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_1/index_tensor([5722, 5722])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e1530ecece76776915fac36711d9b87b3321864b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_1/index_tensor([5722, 5722])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, smooth, and slightly bird's-eye view of the drone gracefully accompanies a bright yellow two-person kayak as it leisurely paddles across the crystal-clear turquoise waters of a high mountain lake. The lake's surface, as tranquil as a mirror, perfectly reflects the surrounding jagged, majestic snow-capped peaks and the lush, deep green evergreen forests lining its shores, making the line between reality and reflection almost indistinguishable. Inside, two friends paddle in a fluid, synchronized rhythm. The woman in the front, her blond ponytail peeking from beneath a dark gray beanie, wears a vibrant turquoise waterproof jacket and a calm, focused expression. Behind her, her male companion, clad in a burnt orange fleece pullover and clutching a black carbon fiber paddle, glances up from time to time with a smile of awe at the majestic mountain scenery. Their oars dipped almost silently into the water, the only things breaking the glassy surface were tiny concentric ripples that spread out from where the oars entered the water, and an almost imperceptible breeze that stirred a subtle shimmer across the surface of the lake around the boats. The soft golden afternoon sunlight bathed the scene, warming the textures of the snow-capped peaks and making the water shimmer, creating an atmosphere of grandeur, tranquility, and profound tranquility.", + "seed": 22108, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_1/index_5722_seed_22108_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03193698488175869, + "vlm_logprob": -0.03193698488175869, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.03193698488175869, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a slightly elevated bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a bright yellow two-person kayak visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two people paddling in a synchronized rhythm inside the kayak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman in the front wearing a dark gray beanie and a vibrant turquoise waterproof jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man behind her wearing a burnt orange fleece pullover and holding a black paddle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.058060891926288605 + ], + "opposite_logprob_tokens": [ + -2.933060884475708 + ], + "logprob_reward": -0.058060891926288605, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.058060891926288605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4344952404499054, + 0.1663583517074585, + 0.0438525564968586, + 0.05061955377459526, + 0.022801339626312256, + 0.0494023896753788, + 0.03225842863321304, + 0.02974470891058445, + 0.09301082044839859, + 0.07745660096406937 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.058060891926288605 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a slightly elevated bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a bright yellow two-person kayak visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two people paddling in a synchronized rhythm inside the kayak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman in the front wearing a dark gray beanie and a vibrant turquoise waterproof jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man behind her wearing a burnt orange fleece pullover and holding a black paddle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005279764533042908 + ], + "opposite_logprob_tokens": [ + -5.255279541015625 + ], + "logprob_reward": -0.005279764533042908, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005279764533042908, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2224922627210617, + 0.08388468623161316, + 0.2988520562648773, + 0.08028034120798111, + 0.050724953413009644, + 0.0862482488155365, + 0.04239716753363609, + 0.04815451800823212, + 0.056542523205280304, + 0.03042319230735302 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.005279764533042908 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a slightly elevated bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a bright yellow two-person kayak visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two people paddling in a synchronized rhythm inside the kayak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman in the front wearing a dark gray beanie and a vibrant turquoise waterproof jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man behind her wearing a burnt orange fleece pullover and holding a black paddle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06206610053777695 + ], + "opposite_logprob_tokens": [ + -2.812066078186035 + ], + "logprob_reward": -0.06206610053777695, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06206610053777695, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4315156042575836, + 0.12854476273059845, + 0.051573410630226135, + 0.07370784133672714, + 0.09221971780061722, + 0.06483183801174164, + 0.02398514747619629, + 0.0343174934387207, + 0.04870368540287018, + 0.050600532442331314 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.06206610053777695 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a slightly elevated bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a bright yellow two-person kayak visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two people paddling in a synchronized rhythm inside the kayak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman in the front wearing a dark gray beanie and a vibrant turquoise waterproof jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man behind her wearing a burnt orange fleece pullover and holding a black paddle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016077518463134766 + ], + "opposite_logprob_tokens": [ + -4.141077518463135 + ], + "logprob_reward": -0.016077518463134766, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016077518463134766, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21333132684230804, + 0.0921117514371872, + 0.07845315337181091, + 0.06298774480819702, + 0.06596262753009796, + 0.1661122441291809, + 0.08336839079856873, + 0.06177075207233429, + 0.06094996631145477, + 0.11495208740234375 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.016077518463134766 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a slightly elevated bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a bright yellow two-person kayak visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two people paddling in a synchronized rhythm inside the kayak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman in the front wearing a dark gray beanie and a vibrant turquoise waterproof jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man behind her wearing a burnt orange fleece pullover and holding a black paddle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018200648948550224 + ], + "opposite_logprob_tokens": [ + -4.018200874328613 + ], + "logprob_reward": -0.018200648948550224, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018200648948550224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4744335114955902, + 0.09015610069036484, + 0.06819964945316315, + 0.028930826112627983, + 0.045077133923769, + 0.05587368831038475, + 0.03733275458216667, + 0.056137990206480026, + 0.062468331307172775, + 0.08138994872570038 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.018200648948550224 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, smooth, and slightly bird's-eye view of the drone gracefully accompanies a bright yellow two-person kayak as it leisurely paddles across the crystal-clear turquoise waters of a high mountain lake. The lake's surface, as tranquil as a mirror, perfectly reflects the surrounding jagged, majestic snow-capped peaks and the lush, deep green evergreen forests lining its shores, making the line between reality and reflection almost indistinguishable. Inside, two friends paddle in a fluid, synchronized rhythm. The woman in the front, her blond ponytail peeking from beneath a dark gray beanie, wears a vibrant turquoise waterproof jacket and a calm, focused expression. Behind her, her male companion, clad in a burnt orange fleece pullover and clutching a black carbon fiber paddle, glances up from time to time with a smile of awe at the majestic mountain scenery. Their oars dipped almost silently into the water, the only things breaking the glassy surface were tiny concentric ripples that spread out from where the oars entered the water, and an almost imperceptible breeze that stirred a subtle shimmer across the surface of the lake around the boats. The soft golden afternoon sunlight bathed the scene, warming the textures of the snow-capped peaks and making the water shimmer, creating an atmosphere of grandeur, tranquility, and profound tranquility.", + "seed": 22109, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_1/index_5722_seed_22109_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04233620660379529, + "vlm_logprob": -0.04233620660379529, + "vlm_yes_no_margin": 4.099999904632568, + "vlm_token_credit": -0.04233620660379529, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a slightly elevated bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a bright yellow two-person kayak visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two people paddling in a synchronized rhythm inside the kayak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman in the front wearing a dark gray beanie and a vibrant turquoise waterproof jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man behind her wearing a burnt orange fleece pullover and holding a black paddle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0475873127579689 + ], + "opposite_logprob_tokens": [ + -3.1725873947143555 + ], + "logprob_reward": -0.0475873127579689, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0475873127579689, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14462117850780487, + 0.04946722090244293, + 0.08072411268949509, + 0.19806353747844696, + 0.16555155813694, + 0.158199280500412, + 0.035133786499500275, + 0.04125063121318817, + 0.04742472246289253, + 0.07956397533416748 + ], + "top_frames": [ + 3, + 4, + 5 + ], + "selected_reward": -0.0475873127579689 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a slightly elevated bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a bright yellow two-person kayak visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two people paddling in a synchronized rhythm inside the kayak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman in the front wearing a dark gray beanie and a vibrant turquoise waterproof jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man behind her wearing a burnt orange fleece pullover and holding a black paddle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0006566275842487812 + ], + "opposite_logprob_tokens": [ + -7.375656604766846 + ], + "logprob_reward": -0.0006566275842487812, + "yes_no_margin_reward": 7.375, + "token_credit_reward": -0.0006566275842487812, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.018039681017398834, + 0.0212599728256464, + 0.018585361540317535, + 0.581947386264801, + 0.28645044565200806, + 0.01959146186709404, + 0.011915529146790504, + 0.013303785584867, + 0.01853746362030506, + 0.010368870571255684 + ], + "top_frames": [ + 3, + 4, + 1 + ], + "selected_reward": -0.0006566275842487812 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a slightly elevated bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a bright yellow two-person kayak visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two people paddling in a synchronized rhythm inside the kayak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman in the front wearing a dark gray beanie and a vibrant turquoise waterproof jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man behind her wearing a burnt orange fleece pullover and holding a black paddle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12705592811107635 + ], + "opposite_logprob_tokens": [ + -2.1270558834075928 + ], + "logprob_reward": -0.12705592811107635, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12705592811107635, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11945167183876038, + 0.05837998539209366, + 0.07775720208883286, + 0.15284578502178192, + 0.11118349432945251, + 0.17278236150741577, + 0.04332583770155907, + 0.07279305905103683, + 0.04164327308535576, + 0.14983737468719482 + ], + "top_frames": [ + 5, + 3, + 9 + ], + "selected_reward": -0.12705592811107635 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a slightly elevated bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a bright yellow two-person kayak visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two people paddling in a synchronized rhythm inside the kayak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman in the front wearing a dark gray beanie and a vibrant turquoise waterproof jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man behind her wearing a burnt orange fleece pullover and holding a black paddle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018190113827586174 + ], + "opposite_logprob_tokens": [ + -4.018189907073975 + ], + "logprob_reward": -0.018190113827586174, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018190113827586174, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06242027133703232, + 0.06298960745334625, + 0.07422386109828949, + 0.38339686393737793, + 0.2275778353214264, + 0.037180524319410324, + 0.04042700678110123, + 0.0403275340795517, + 0.04083620011806488, + 0.03062027506530285 + ], + "top_frames": [ + 3, + 4, + 2 + ], + "selected_reward": -0.018190113827586174 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a slightly elevated bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a bright yellow two-person kayak visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two people paddling in a synchronized rhythm inside the kayak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman in the front wearing a dark gray beanie and a vibrant turquoise waterproof jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man behind her wearing a burnt orange fleece pullover and holding a black paddle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018191050738096237 + ], + "opposite_logprob_tokens": [ + -4.018190860748291 + ], + "logprob_reward": -0.018191050738096237, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018191050738096237, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.054007530212402344, + 0.0191938579082489, + 0.020385341718792915, + 0.5647280812263489, + 0.14675956964492798, + 0.0561935193836689, + 0.01787535846233368, + 0.05204927176237106, + 0.026208611205220222, + 0.04259881004691124 + ], + "top_frames": [ + 3, + 4, + 5 + ], + "selected_reward": -0.018191050738096237 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, smooth, and slightly bird's-eye view of the drone gracefully accompanies a bright yellow two-person kayak as it leisurely paddles across the crystal-clear turquoise waters of a high mountain lake. The lake's surface, as tranquil as a mirror, perfectly reflects the surrounding jagged, majestic snow-capped peaks and the lush, deep green evergreen forests lining its shores, making the line between reality and reflection almost indistinguishable. Inside, two friends paddle in a fluid, synchronized rhythm. The woman in the front, her blond ponytail peeking from beneath a dark gray beanie, wears a vibrant turquoise waterproof jacket and a calm, focused expression. Behind her, her male companion, clad in a burnt orange fleece pullover and clutching a black carbon fiber paddle, glances up from time to time with a smile of awe at the majestic mountain scenery. Their oars dipped almost silently into the water, the only things breaking the glassy surface were tiny concentric ripples that spread out from where the oars entered the water, and an almost imperceptible breeze that stirred a subtle shimmer across the surface of the lake around the boats. The soft golden afternoon sunlight bathed the scene, warming the textures of the snow-capped peaks and making the water shimmer, creating an atmosphere of grandeur, tranquility, and profound tranquility.", + "seed": 22110, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_1/index_5722_seed_22110_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03817154904827476, + "vlm_logprob": -0.03817154904827476, + "vlm_yes_no_margin": 3.675, + "vlm_token_credit": -0.03817154904827476, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a slightly elevated bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a bright yellow two-person kayak visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two people paddling in a synchronized rhythm inside the kayak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman in the front wearing a dark gray beanie and a vibrant turquoise waterproof jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man behind her wearing a burnt orange fleece pullover and holding a black paddle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08169098198413849 + ], + "opposite_logprob_tokens": [ + -2.581691026687622 + ], + "logprob_reward": -0.08169098198413849, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08169098198413849, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10344872623682022, + 0.16812492907047272, + 0.09774743765592575, + 0.1036214753985405, + 0.039574407041072845, + 0.0490957647562027, + 0.05043123662471771, + 0.20820391178131104, + 0.1563795804977417, + 0.023372478783130646 + ], + "top_frames": [ + 7, + 1, + 8 + ], + "selected_reward": -0.08169098198413849 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a slightly elevated bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a bright yellow two-person kayak visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two people paddling in a synchronized rhythm inside the kayak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman in the front wearing a dark gray beanie and a vibrant turquoise waterproof jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man behind her wearing a burnt orange fleece pullover and holding a black paddle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004664374049752951 + ], + "opposite_logprob_tokens": [ + -5.379664421081543 + ], + "logprob_reward": -0.004664374049752951, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004664374049752951, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.43492528796195984, + 0.19720888137817383, + 0.020310387015342712, + 0.030971860513091087, + 0.02884204499423504, + 0.020219946280121803, + 0.04301061853766441, + 0.017528919503092766, + 0.19027484953403473, + 0.01670726388692856 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.004664374049752951 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a slightly elevated bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a bright yellow two-person kayak visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two people paddling in a synchronized rhythm inside the kayak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman in the front wearing a dark gray beanie and a vibrant turquoise waterproof jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man behind her wearing a burnt orange fleece pullover and holding a black paddle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0620616190135479 + ], + "opposite_logprob_tokens": [ + -2.8120615482330322 + ], + "logprob_reward": -0.0620616190135479, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.0620616190135479, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.45483723282814026, + 0.052572205662727356, + 0.025724943727254868, + 0.07992017269134521, + 0.11073172092437744, + 0.059616655111312866, + 0.03599110618233681, + 0.1015079990029335, + 0.04698310047388077, + 0.032114870846271515 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.0620616190135479 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a slightly elevated bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a bright yellow two-person kayak visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two people paddling in a synchronized rhythm inside the kayak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman in the front wearing a dark gray beanie and a vibrant turquoise waterproof jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man behind her wearing a burnt orange fleece pullover and holding a black paddle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607646234333515 + ], + "opposite_logprob_tokens": [ + -4.141076564788818 + ], + "logprob_reward": -0.01607646234333515, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607646234333515, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.436232328414917, + 0.08395780622959137, + 0.041344959288835526, + 0.026290448382496834, + 0.06219160184264183, + 0.033309437334537506, + 0.0756930336356163, + 0.08893337845802307, + 0.11728399991989136, + 0.03476298600435257 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.01607646234333515 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a slightly elevated bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a bright yellow two-person kayak visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two people paddling in a synchronized rhythm inside the kayak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman in the front wearing a dark gray beanie and a vibrant turquoise waterproof jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man behind her wearing a burnt orange fleece pullover and holding a black paddle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02636430785059929 + ], + "opposite_logprob_tokens": [ + -3.651364326477051 + ], + "logprob_reward": -0.02636430785059929, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02636430785059929, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.351468563079834, + 0.12813782691955566, + 0.03785735368728638, + 0.05104681849479675, + 0.04273856803774834, + 0.03139176219701767, + 0.03578691929578781, + 0.033109135925769806, + 0.21154902875423431, + 0.07691401243209839 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.02636430785059929 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, smooth, and slightly bird's-eye view of the drone gracefully accompanies a bright yellow two-person kayak as it leisurely paddles across the crystal-clear turquoise waters of a high mountain lake. The lake's surface, as tranquil as a mirror, perfectly reflects the surrounding jagged, majestic snow-capped peaks and the lush, deep green evergreen forests lining its shores, making the line between reality and reflection almost indistinguishable. Inside, two friends paddle in a fluid, synchronized rhythm. The woman in the front, her blond ponytail peeking from beneath a dark gray beanie, wears a vibrant turquoise waterproof jacket and a calm, focused expression. Behind her, her male companion, clad in a burnt orange fleece pullover and clutching a black carbon fiber paddle, glances up from time to time with a smile of awe at the majestic mountain scenery. Their oars dipped almost silently into the water, the only things breaking the glassy surface were tiny concentric ripples that spread out from where the oars entered the water, and an almost imperceptible breeze that stirred a subtle shimmer across the surface of the lake around the boats. The soft golden afternoon sunlight bathed the scene, warming the textures of the snow-capped peaks and making the water shimmer, creating an atmosphere of grandeur, tranquility, and profound tranquility.", + "seed": 22111, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_1/index_5722_seed_22111_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.037559909047558904, + "vlm_logprob": -0.037559909047558904, + "vlm_yes_no_margin": 3.775, + "vlm_token_credit": -0.037559909047558904, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a slightly elevated bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a bright yellow two-person kayak visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two people paddling in a synchronized rhythm inside the kayak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman in the front wearing a dark gray beanie and a vibrant turquoise waterproof jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man behind her wearing a burnt orange fleece pullover and holding a black paddle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04658811539411545 + ], + "opposite_logprob_tokens": [ + -3.171588182449341 + ], + "logprob_reward": -0.04658811539411545, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04658811539411545, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12101364135742188, + 0.04129047691822052, + 0.06798112392425537, + 0.033209092915058136, + 0.22685173153877258, + 0.0305563323199749, + 0.04417024552822113, + 0.11551053822040558, + 0.16510789096355438, + 0.15430894494056702 + ], + "top_frames": [ + 4, + 8, + 9 + ], + "selected_reward": -0.04658811539411545 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a slightly elevated bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a bright yellow two-person kayak visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two people paddling in a synchronized rhythm inside the kayak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman in the front wearing a dark gray beanie and a vibrant turquoise waterproof jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man behind her wearing a burnt orange fleece pullover and holding a black paddle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002508709440007806 + ], + "opposite_logprob_tokens": [ + -6.002508640289307 + ], + "logprob_reward": -0.002508709440007806, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002508709440007806, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17970304191112518, + 0.052298132330179214, + 0.022953134030103683, + 0.15932346880435944, + 0.2321733832359314, + 0.017041640356183052, + 0.0366605669260025, + 0.08890067785978317, + 0.13947542011737823, + 0.07147050648927689 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.002508709440007806 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a slightly elevated bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a bright yellow two-person kayak visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two people paddling in a synchronized rhythm inside the kayak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman in the front wearing a dark gray beanie and a vibrant turquoise waterproof jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man behind her wearing a burnt orange fleece pullover and holding a black paddle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890532061457634 + ], + "opposite_logprob_tokens": [ + -2.464053153991699 + ], + "logprob_reward": -0.0890532061457634, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890532061457634, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09059390425682068, + 0.036434050649404526, + 0.06900496780872345, + 0.1117311343550682, + 0.2028701901435852, + 0.07349798083305359, + 0.03732097148895264, + 0.11450150609016418, + 0.14837060868740082, + 0.1156747117638588 + ], + "top_frames": [ + 4, + 8, + 9 + ], + "selected_reward": -0.0890532061457634 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a slightly elevated bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a bright yellow two-person kayak visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two people paddling in a synchronized rhythm inside the kayak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman in the front wearing a dark gray beanie and a vibrant turquoise waterproof jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man behind her wearing a burnt orange fleece pullover and holding a black paddle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026350142434239388 + ], + "opposite_logprob_tokens": [ + -3.651350259780884 + ], + "logprob_reward": -0.026350142434239388, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026350142434239388, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10257597267627716, + 0.038729146122932434, + 0.08384770900011063, + 0.1756982058286667, + 0.12400726974010468, + 0.0368587002158165, + 0.06293728202581406, + 0.14250919222831726, + 0.07322192937135696, + 0.15961457788944244 + ], + "top_frames": [ + 3, + 9, + 7 + ], + "selected_reward": -0.026350142434239388 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a slightly elevated bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a bright yellow two-person kayak visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two people paddling in a synchronized rhythm inside the kayak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman in the front wearing a dark gray beanie and a vibrant turquoise waterproof jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man behind her wearing a burnt orange fleece pullover and holding a black paddle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329937182366848 + ], + "opposite_logprob_tokens": [ + -3.7732994556427 + ], + "logprob_reward": -0.02329937182366848, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329937182366848, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11507488787174225, + 0.02733965776860714, + 0.04655557498335838, + 0.06172709912061691, + 0.26525697112083435, + 0.036994222551584244, + 0.04571995139122009, + 0.1114458367228508, + 0.21464063227176666, + 0.075245201587677 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.02329937182366848 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_10/index_tensor([7020, 7020])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_10/index_tensor([7020, 7020])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..68582e8211d9c5da37ae299b0b180639c0341859 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_10/index_tensor([7020, 7020])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low, static shot, shot from the ground, immerses the viewer in the depths of a dark and oppressive bamboo forest. Tall, emerald green bamboo stalks intertwine densely, forming a natural dome. Only faint, cold, moonlit rays penetrate the gaps, casting dappled shadows on the damp, decaying leaves. Suddenly, with lightning speed, a massive, muscular white tiger pounces from the deepest shadows of the bamboo forest. Its powerful hind legs stomp on the slippery fallen leaves, its entire explosive body stretched out in mid-air, like a flash of white and black lightning, shattering the silence of the forest. Its pure white fur, dotted with deep black stripes, stands out in the dim light. Its icy blue eyes flash with a deadly coldness. Its mouth opens sharply, revealing canine teeth as sharp as daggers. Its front paws thrust forward, claws fully extended, charging straight at the camera. The action is swift and decisive, full of the unrivaled aura of a predator. The high-contrast light and shadow and the cool overall tone create a heart-stopping sense of tension and primitive wild beauty.", + "seed": 24543, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_10/index_7020_seed_24543_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.042918365262448785, + "vlm_logprob": -0.042918365262448785, + "vlm_yes_no_margin": 4.325, + "vlm_token_credit": -0.042918365262448785, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, shot from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dark bamboo forest with tall, emerald green stalks forming a dense dome?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive, muscular white tiger with black stripes pounce from the shadows onto slippery fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the tiger shown in mid-air with its front paws thrust forward and claws fully extended, charging straight at the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by high-contrast light and shadow with a cool overall tone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17932327091693878 + ], + "opposite_logprob_tokens": [ + -1.9293233156204224 + ], + "logprob_reward": -0.17932327091693878, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.17932327091693878, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2574996054172516, + 0.07904618233442307, + 0.048727333545684814, + 0.049443166702985764, + 0.06086377054452896, + 0.14399093389511108, + 0.09494675695896149, + 0.1472603678703308, + 0.060027945786714554, + 0.058193933218717575 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.17932327091693878 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, shot from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dark bamboo forest with tall, emerald green stalks forming a dense dome?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive, muscular white tiger with black stripes pounce from the shadows onto slippery fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the tiger shown in mid-air with its front paws thrust forward and claws fully extended, charging straight at the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by high-contrast light and shadow with a cool overall tone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005963034927845001 + ], + "opposite_logprob_tokens": [ + -5.13096284866333 + ], + "logprob_reward": -0.005963034927845001, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005963034927845001, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1715150773525238, + 0.06257373839616776, + 0.06914146989583969, + 0.09210201352834702, + 0.044919203966856, + 0.04517650231719017, + 0.12924721837043762, + 0.1031624972820282, + 0.07058694213628769, + 0.21157537400722504 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.005963034927845001 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, shot from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dark bamboo forest with tall, emerald green stalks forming a dense dome?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive, muscular white tiger with black stripes pounce from the shadows onto slippery fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the tiger shown in mid-air with its front paws thrust forward and claws fully extended, charging straight at the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by high-contrast light and shadow with a cool overall tone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020574716851115227 + ], + "opposite_logprob_tokens": [ + -3.8955748081207275 + ], + "logprob_reward": -0.020574716851115227, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020574716851115227, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11103426665067673, + 0.07526128739118576, + 0.04259985312819481, + 0.044523123651742935, + 0.06038355827331543, + 0.06139392778277397, + 0.10667930543422699, + 0.20531439781188965, + 0.15999184548854828, + 0.13281847536563873 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.020574716851115227 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, shot from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dark bamboo forest with tall, emerald green stalks forming a dense dome?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive, muscular white tiger with black stripes pounce from the shadows onto slippery fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the tiger shown in mid-air with its front paws thrust forward and claws fully extended, charging straight at the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by high-contrast light and shadow with a cool overall tone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004636727273464203 + ], + "opposite_logprob_tokens": [ + -5.379636764526367 + ], + "logprob_reward": -0.004636727273464203, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004636727273464203, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05432787165045738, + 0.05173465237021446, + 0.024213742464780807, + 0.028112342581152916, + 0.024502264335751534, + 0.0346418097615242, + 0.08123481273651123, + 0.2766764461994171, + 0.25349104404449463, + 0.1710650473833084 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.004636727273464203 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, shot from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dark bamboo forest with tall, emerald green stalks forming a dense dome?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive, muscular white tiger with black stripes pounce from the shadows onto slippery fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the tiger shown in mid-air with its front paws thrust forward and claws fully extended, charging straight at the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by high-contrast light and shadow with a cool overall tone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004094076342880726 + ], + "opposite_logprob_tokens": [ + -5.504094123840332 + ], + "logprob_reward": -0.004094076342880726, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004094076342880726, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1587141901254654, + 0.06831251084804535, + 0.041941285133361816, + 0.05065153166651726, + 0.031722959131002426, + 0.02632681280374527, + 0.09934132546186447, + 0.07655365765094757, + 0.12710203230381012, + 0.3193337321281433 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.004094076342880726 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low, static shot, shot from the ground, immerses the viewer in the depths of a dark and oppressive bamboo forest. Tall, emerald green bamboo stalks intertwine densely, forming a natural dome. Only faint, cold, moonlit rays penetrate the gaps, casting dappled shadows on the damp, decaying leaves. Suddenly, with lightning speed, a massive, muscular white tiger pounces from the deepest shadows of the bamboo forest. Its powerful hind legs stomp on the slippery fallen leaves, its entire explosive body stretched out in mid-air, like a flash of white and black lightning, shattering the silence of the forest. Its pure white fur, dotted with deep black stripes, stands out in the dim light. Its icy blue eyes flash with a deadly coldness. Its mouth opens sharply, revealing canine teeth as sharp as daggers. Its front paws thrust forward, claws fully extended, charging straight at the camera. The action is swift and decisive, full of the unrivaled aura of a predator. The high-contrast light and shadow and the cool overall tone create a heart-stopping sense of tension and primitive wild beauty.", + "seed": 24544, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_10/index_7020_seed_24544_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02436541300266981, + "vlm_logprob": -0.02436541300266981, + "vlm_yes_no_margin": 4.325, + "vlm_token_credit": -0.02436541300266981, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, shot from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dark bamboo forest with tall, emerald green stalks forming a dense dome?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive, muscular white tiger with black stripes pounce from the shadows onto slippery fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the tiger shown in mid-air with its front paws thrust forward and claws fully extended, charging straight at the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by high-contrast light and shadow with a cool overall tone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08551255613565445 + ], + "opposite_logprob_tokens": [ + -2.710512638092041 + ], + "logprob_reward": -0.08551255613565445, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.08551255613565445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09042402356863022, + 0.03053782694041729, + 0.10989702492952347, + 0.08887923508882523, + 0.11670482158660889, + 0.11761128157377243, + 0.051796551793813705, + 0.14714843034744263, + 0.14328816533088684, + 0.10371273756027222 + ], + "top_frames": [ + 7, + 8, + 5 + ], + "selected_reward": -0.08551255613565445 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, shot from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dark bamboo forest with tall, emerald green stalks forming a dense dome?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive, muscular white tiger with black stripes pounce from the shadows onto slippery fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the tiger shown in mid-air with its front paws thrust forward and claws fully extended, charging straight at the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by high-contrast light and shadow with a cool overall tone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067558446899056435 + ], + "opposite_logprob_tokens": [ + -5.006755828857422 + ], + "logprob_reward": -0.0067558446899056435, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067558446899056435, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16320225596427917, + 0.11789612472057343, + 0.060595039278268814, + 0.06540334224700928, + 0.07166877388954163, + 0.10509753972291946, + 0.060044869780540466, + 0.09178316593170166, + 0.10484544187784195, + 0.15946339070796967 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.0067558446899056435 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, shot from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dark bamboo forest with tall, emerald green stalks forming a dense dome?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive, muscular white tiger with black stripes pounce from the shadows onto slippery fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the tiger shown in mid-air with its front paws thrust forward and claws fully extended, charging straight at the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by high-contrast light and shadow with a cool overall tone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012537943199276924 + ], + "opposite_logprob_tokens": [ + -4.387537956237793 + ], + "logprob_reward": -0.012537943199276924, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012537943199276924, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05982866510748863, + 0.03637624531984329, + 0.07557004690170288, + 0.13535228371620178, + 0.18607300519943237, + 0.07468575239181519, + 0.047542721033096313, + 0.0686194896697998, + 0.10623206198215485, + 0.2097197026014328 + ], + "top_frames": [ + 9, + 4, + 3 + ], + "selected_reward": -0.012537943199276924 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, shot from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dark bamboo forest with tall, emerald green stalks forming a dense dome?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive, muscular white tiger with black stripes pounce from the shadows onto slippery fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the tiger shown in mid-air with its front paws thrust forward and claws fully extended, charging straight at the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by high-contrast light and shadow with a cool overall tone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011072972789406776 + ], + "opposite_logprob_tokens": [ + -4.511073112487793 + ], + "logprob_reward": -0.011072972789406776, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011072972789406776, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.038947924971580505, + 0.034596290439367294, + 0.09057587385177612, + 0.12065432965755463, + 0.21096210181713104, + 0.07189416140317917, + 0.07269082218408585, + 0.0681045800447464, + 0.0385587215423584, + 0.2530151903629303 + ], + "top_frames": [ + 9, + 4, + 3 + ], + "selected_reward": -0.011072972789406776 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, shot from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dark bamboo forest with tall, emerald green stalks forming a dense dome?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive, muscular white tiger with black stripes pounce from the shadows onto slippery fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the tiger shown in mid-air with its front paws thrust forward and claws fully extended, charging straight at the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by high-contrast light and shadow with a cool overall tone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005947748199105263 + ], + "opposite_logprob_tokens": [ + -5.130947589874268 + ], + "logprob_reward": -0.005947748199105263, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005947748199105263, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25691118836402893, + 0.08949048072099686, + 0.054601021111011505, + 0.04863846302032471, + 0.06280171871185303, + 0.07455815374851227, + 0.09242483973503113, + 0.13168880343437195, + 0.09954656660556793, + 0.08933871239423752 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.005947748199105263 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low, static shot, shot from the ground, immerses the viewer in the depths of a dark and oppressive bamboo forest. Tall, emerald green bamboo stalks intertwine densely, forming a natural dome. Only faint, cold, moonlit rays penetrate the gaps, casting dappled shadows on the damp, decaying leaves. Suddenly, with lightning speed, a massive, muscular white tiger pounces from the deepest shadows of the bamboo forest. Its powerful hind legs stomp on the slippery fallen leaves, its entire explosive body stretched out in mid-air, like a flash of white and black lightning, shattering the silence of the forest. Its pure white fur, dotted with deep black stripes, stands out in the dim light. Its icy blue eyes flash with a deadly coldness. Its mouth opens sharply, revealing canine teeth as sharp as daggers. Its front paws thrust forward, claws fully extended, charging straight at the camera. The action is swift and decisive, full of the unrivaled aura of a predator. The high-contrast light and shadow and the cool overall tone create a heart-stopping sense of tension and primitive wild beauty.", + "seed": 24545, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_10/index_7020_seed_24545_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.105585821531713, + "vlm_logprob": -0.105585821531713, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.105585821531713, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, shot from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dark bamboo forest with tall, emerald green stalks forming a dense dome?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive, muscular white tiger with black stripes pounce from the shadows onto slippery fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the tiger shown in mid-air with its front paws thrust forward and claws fully extended, charging straight at the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by high-contrast light and shadow with a cool overall tone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.49201712012290955 + ], + "opposite_logprob_tokens": [ + -0.9920171499252319 + ], + "logprob_reward": -0.49201712012290955, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.49201712012290955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28271248936653137, + 0.09400282055139542, + 0.23291032016277313, + 0.05394125357270241, + 0.04535459727048874, + 0.10815668106079102, + 0.04037788510322571, + 0.056086767464876175, + 0.02386642061173916, + 0.06259077042341232 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.49201712012290955 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, shot from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dark bamboo forest with tall, emerald green stalks forming a dense dome?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive, muscular white tiger with black stripes pounce from the shadows onto slippery fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the tiger shown in mid-air with its front paws thrust forward and claws fully extended, charging straight at the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by high-contrast light and shadow with a cool overall tone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01255230512470007 + ], + "opposite_logprob_tokens": [ + -4.387552261352539 + ], + "logprob_reward": -0.01255230512470007, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01255230512470007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1219414547085762, + 0.4549323320388794, + 0.12410729378461838, + 0.06196523457765579, + 0.020629430189728737, + 0.0585787296295166, + 0.06720127165317535, + 0.037652838975191116, + 0.016690924763679504, + 0.03630046546459198 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.01255230512470007 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, shot from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dark bamboo forest with tall, emerald green stalks forming a dense dome?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive, muscular white tiger with black stripes pounce from the shadows onto slippery fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the tiger shown in mid-air with its front paws thrust forward and claws fully extended, charging straight at the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by high-contrast light and shadow with a cool overall tone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012540886178612709 + ], + "opposite_logprob_tokens": [ + -4.387540817260742 + ], + "logprob_reward": -0.012540886178612709, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012540886178612709, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09462455660104752, + 0.0884769856929779, + 0.14320750534534454, + 0.1756765991449356, + 0.06647864729166031, + 0.11862598359584808, + 0.12364355474710464, + 0.07214101403951645, + 0.03515467047691345, + 0.08197055011987686 + ], + "top_frames": [ + 3, + 2, + 6 + ], + "selected_reward": -0.012540886178612709 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, shot from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dark bamboo forest with tall, emerald green stalks forming a dense dome?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive, muscular white tiger with black stripes pounce from the shadows onto slippery fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the tiger shown in mid-air with its front paws thrust forward and claws fully extended, charging straight at the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by high-contrast light and shadow with a cool overall tone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007626346778124571 + ], + "opposite_logprob_tokens": [ + -4.882626533508301 + ], + "logprob_reward": -0.007626346778124571, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007626346778124571, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08266150206327438, + 0.23586508631706238, + 0.07893577963113785, + 0.070194311439991, + 0.06956973671913147, + 0.05418717488646507, + 0.10303062200546265, + 0.12972579896450043, + 0.08677345514297485, + 0.08905655890703201 + ], + "top_frames": [ + 1, + 7, + 6 + ], + "selected_reward": -0.007626346778124571 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, shot from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dark bamboo forest with tall, emerald green stalks forming a dense dome?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive, muscular white tiger with black stripes pounce from the shadows onto slippery fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the tiger shown in mid-air with its front paws thrust forward and claws fully extended, charging straight at the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by high-contrast light and shadow with a cool overall tone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003192449454218149 + ], + "opposite_logprob_tokens": [ + -5.75319242477417 + ], + "logprob_reward": -0.003192449454218149, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003192449454218149, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17123951017856598, + 0.1570548564195633, + 0.15779906511306763, + 0.04847875237464905, + 0.10403361171483994, + 0.0788894072175026, + 0.0676804631948471, + 0.0782051831483841, + 0.04898741468787193, + 0.0876317173242569 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.003192449454218149 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low, static shot, shot from the ground, immerses the viewer in the depths of a dark and oppressive bamboo forest. Tall, emerald green bamboo stalks intertwine densely, forming a natural dome. Only faint, cold, moonlit rays penetrate the gaps, casting dappled shadows on the damp, decaying leaves. Suddenly, with lightning speed, a massive, muscular white tiger pounces from the deepest shadows of the bamboo forest. Its powerful hind legs stomp on the slippery fallen leaves, its entire explosive body stretched out in mid-air, like a flash of white and black lightning, shattering the silence of the forest. Its pure white fur, dotted with deep black stripes, stands out in the dim light. Its icy blue eyes flash with a deadly coldness. Its mouth opens sharply, revealing canine teeth as sharp as daggers. Its front paws thrust forward, claws fully extended, charging straight at the camera. The action is swift and decisive, full of the unrivaled aura of a predator. The high-contrast light and shadow and the cool overall tone create a heart-stopping sense of tension and primitive wild beauty.", + "seed": 24546, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_10/index_7020_seed_24546_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.030375229846686124, + "vlm_logprob": -0.030375229846686124, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.030375229846686124, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, shot from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dark bamboo forest with tall, emerald green stalks forming a dense dome?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive, muscular white tiger with black stripes pounce from the shadows onto slippery fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the tiger shown in mid-air with its front paws thrust forward and claws fully extended, charging straight at the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by high-contrast light and shadow with a cool overall tone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1108742281794548 + ], + "opposite_logprob_tokens": [ + -2.3608741760253906 + ], + "logprob_reward": -0.1108742281794548, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1108742281794548, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15433990955352783, + 0.11241936683654785, + 0.051132913678884506, + 0.06516102701425552, + 0.09570999443531036, + 0.06469400972127914, + 0.07435734570026398, + 0.0756557434797287, + 0.22900743782520294, + 0.07752232253551483 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.1108742281794548 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, shot from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dark bamboo forest with tall, emerald green stalks forming a dense dome?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive, muscular white tiger with black stripes pounce from the shadows onto slippery fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the tiger shown in mid-air with its front paws thrust forward and claws fully extended, charging straight at the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by high-contrast light and shadow with a cool overall tone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011083701625466347 + ], + "opposite_logprob_tokens": [ + -4.511083602905273 + ], + "logprob_reward": -0.011083701625466347, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011083701625466347, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21577975153923035, + 0.09342554956674576, + 0.05805028975009918, + 0.07509171962738037, + 0.10075489431619644, + 0.08152465522289276, + 0.1063961386680603, + 0.044100500643253326, + 0.10504209995269775, + 0.11983440816402435 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.011083701625466347 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, shot from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dark bamboo forest with tall, emerald green stalks forming a dense dome?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive, muscular white tiger with black stripes pounce from the shadows onto slippery fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the tiger shown in mid-air with its front paws thrust forward and claws fully extended, charging straight at the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by high-contrast light and shadow with a cool overall tone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014191304333508015 + ], + "opposite_logprob_tokens": [ + -4.264191150665283 + ], + "logprob_reward": -0.014191304333508015, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014191304333508015, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16815127432346344, + 0.04671452194452286, + 0.06977563351392746, + 0.08864839375019073, + 0.10073494911193848, + 0.05590321868658066, + 0.08923649787902832, + 0.12248545140028, + 0.1628352850675583, + 0.09551478177309036 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.014191304333508015 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, shot from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dark bamboo forest with tall, emerald green stalks forming a dense dome?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive, muscular white tiger with black stripes pounce from the shadows onto slippery fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the tiger shown in mid-air with its front paws thrust forward and claws fully extended, charging straight at the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by high-contrast light and shadow with a cool overall tone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009778574109077454 + ], + "opposite_logprob_tokens": [ + -4.6347784996032715 + ], + "logprob_reward": -0.009778574109077454, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009778574109077454, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14166000485420227, + 0.10407926887273788, + 0.028641438111662865, + 0.0343344584107399, + 0.061709847301244736, + 0.022062810137867928, + 0.25067219138145447, + 0.04031290113925934, + 0.2529468834400177, + 0.0635802298784256 + ], + "top_frames": [ + 8, + 6, + 0 + ], + "selected_reward": -0.009778574109077454 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, shot from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dark bamboo forest with tall, emerald green stalks forming a dense dome?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive, muscular white tiger with black stripes pounce from the shadows onto slippery fallen leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the tiger shown in mid-air with its front paws thrust forward and claws fully extended, charging straight at the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by high-contrast light and shadow with a cool overall tone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059483409859240055 + ], + "opposite_logprob_tokens": [ + -5.130948543548584 + ], + "logprob_reward": -0.0059483409859240055, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059483409859240055, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23518726229667664, + 0.15697124600410461, + 0.058688919991254807, + 0.10739744454622269, + 0.07133486866950989, + 0.05327783152461052, + 0.04436277970671654, + 0.06695472449064255, + 0.11562944948673248, + 0.09019549190998077 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.0059483409859240055 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_11/index_tensor([7867, 7867])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_11/index_tensor([7867, 7867])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..178b201f7a47147ffb878aa9efb2704566c60300 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_11/index_tensor([7867, 7867])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle tracking shot moves smoothly alongside a massive crimson combine harvester as it churns steadily and relentlessly across a vast field. The camera's position emphasizes the immense scale of the monolithic steel machine, its body coated in a fine dust that dulls its surface in the hazy sunlight. Its massive black rubber tires press deep tracks into the parched soil. In front, a wide, intricate harvester rotates methodically, its metal reel gathering tall, golden wheat stalks onto the precisely moving cutting bar below. The scene is bathed in the warm, diffuse light of the afternoon sun, filtered through a thin atmospheric haze, softening the horizon where ripe wheat fields stretch like a golden ocean. As the machine advances, its wake leaves a neat trail of stubble, while a stream of chopped straw and chaff erupts from the chute behind, catching the amber glow and shimmering in the air. The overall color palette is a rich tapestry of gold, amber, and the crimson of the machinery, creating a powerful yet tranquil atmosphere of agricultural abundance. The entire scene is captured with a subtle, nostalgic film texture that adds a timeless and painterly quality to the powerful, rhythmic movements of the harvest.", + "seed": 9806, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_11/index_7867_seed_9806_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.19494490195065736, + "vlm_logprob": -0.19494490195065736, + "vlm_yes_no_margin": 2.525, + "vlm_token_credit": -0.19494490195065736, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive crimson combine harvester?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the harvester moving across a vast field of tall, golden wheat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the harvester's metal reel rotating to gather wheat stalks onto a cutting bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a low-angle camera shot emphasizing the machine's scale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment bathed in warm, diffuse afternoon sunlight with a thin atmospheric haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5246732234954834 + ], + "opposite_logprob_tokens": [ + -0.8996732234954834 + ], + "logprob_reward": -0.5246732234954834, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5246732234954834, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23441560566425323, + 0.14328031241893768, + 0.027096282690763474, + 0.03057744912803173, + 0.047007206827402115, + 0.04883294180035591, + 0.09901825338602066, + 0.29957687854766846, + 0.03771408274769783, + 0.032480981200933456 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.5246732234954834 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive crimson combine harvester?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the harvester moving across a vast field of tall, golden wheat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the harvester's metal reel rotating to gather wheat stalks onto a cutting bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a low-angle camera shot emphasizing the machine's scale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment bathed in warm, diffuse afternoon sunlight with a thin atmospheric haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2256261259317398 + ], + "opposite_logprob_tokens": [ + -1.6006261110305786 + ], + "logprob_reward": -0.2256261259317398, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2256261259317398, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.052467674016952515, + 0.03223634138703346, + 0.02516433782875538, + 0.03315090760588646, + 0.04491415619850159, + 0.05896453186869621, + 0.26120269298553467, + 0.44804292917251587, + 0.025288758799433708, + 0.01856764778494835 + ], + "top_frames": [ + 7, + 6, + 5 + ], + "selected_reward": -0.2256261259317398 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive crimson combine harvester?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the harvester moving across a vast field of tall, golden wheat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the harvester's metal reel rotating to gather wheat stalks onto a cutting bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a low-angle camera shot emphasizing the machine's scale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment bathed in warm, diffuse afternoon sunlight with a thin atmospheric haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20160113275051117 + ], + "opposite_logprob_tokens": [ + -1.7016011476516724 + ], + "logprob_reward": -0.20160113275051117, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20160113275051117, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08528905361890793, + 0.06431210786104202, + 0.03227129951119423, + 0.05836981162428856, + 0.030356187373399734, + 0.05330255627632141, + 0.16346222162246704, + 0.3178402781486511, + 0.05841302126646042, + 0.1363835334777832 + ], + "top_frames": [ + 7, + 6, + 9 + ], + "selected_reward": -0.20160113275051117 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive crimson combine harvester?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the harvester moving across a vast field of tall, golden wheat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the harvester's metal reel rotating to gather wheat stalks onto a cutting bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a low-angle camera shot emphasizing the machine's scale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment bathed in warm, diffuse afternoon sunlight with a thin atmospheric haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018187537789344788 + ], + "opposite_logprob_tokens": [ + -4.018187522888184 + ], + "logprob_reward": -0.018187537789344788, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018187537789344788, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2466879040002823, + 0.09558585286140442, + 0.0441109724342823, + 0.05804634839296341, + 0.05913408845663071, + 0.04718665033578873, + 0.0949644148349762, + 0.26526686549186707, + 0.03310045972466469, + 0.05591646954417229 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.018187537789344788 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive crimson combine harvester?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the harvester moving across a vast field of tall, golden wheat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the harvester's metal reel rotating to gather wheat stalks onto a cutting bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a low-angle camera shot emphasizing the machine's scale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment bathed in warm, diffuse afternoon sunlight with a thin atmospheric haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004636489786207676 + ], + "opposite_logprob_tokens": [ + -5.379636287689209 + ], + "logprob_reward": -0.004636489786207676, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004636489786207676, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16104725003242493, + 0.05540727823972702, + 0.02325054444372654, + 0.031835511326789856, + 0.027276398614048958, + 0.04413069039583206, + 0.0746704638004303, + 0.5341028571128845, + 0.024751534685492516, + 0.023527497425675392 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.004636489786207676 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle tracking shot moves smoothly alongside a massive crimson combine harvester as it churns steadily and relentlessly across a vast field. The camera's position emphasizes the immense scale of the monolithic steel machine, its body coated in a fine dust that dulls its surface in the hazy sunlight. Its massive black rubber tires press deep tracks into the parched soil. In front, a wide, intricate harvester rotates methodically, its metal reel gathering tall, golden wheat stalks onto the precisely moving cutting bar below. The scene is bathed in the warm, diffuse light of the afternoon sun, filtered through a thin atmospheric haze, softening the horizon where ripe wheat fields stretch like a golden ocean. As the machine advances, its wake leaves a neat trail of stubble, while a stream of chopped straw and chaff erupts from the chute behind, catching the amber glow and shimmering in the air. The overall color palette is a rich tapestry of gold, amber, and the crimson of the machinery, creating a powerful yet tranquil atmosphere of agricultural abundance. The entire scene is captured with a subtle, nostalgic film texture that adds a timeless and painterly quality to the powerful, rhythmic movements of the harvest.", + "seed": 9807, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_11/index_7867_seed_9807_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.09188068648800254, + "vlm_logprob": -0.09188068648800254, + "vlm_yes_no_margin": 3.1, + "vlm_token_credit": -0.09188068648800254, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive crimson combine harvester?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the harvester moving across a vast field of tall, golden wheat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the harvester's metal reel rotating to gather wheat stalks onto a cutting bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a low-angle camera shot emphasizing the machine's scale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment bathed in warm, diffuse afternoon sunlight with a thin atmospheric haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3136075735092163 + ], + "opposite_logprob_tokens": [ + -1.3136075735092163 + ], + "logprob_reward": -0.3136075735092163, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3136075735092163, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10006013512611389, + 0.08095431327819824, + 0.07692638039588928, + 0.014137594029307365, + 0.08991038054227829, + 0.011831682175397873, + 0.08325105905532837, + 0.019246434792876244, + 0.47582608461380005, + 0.047855962067842484 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.3136075735092163 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive crimson combine harvester?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the harvester moving across a vast field of tall, golden wheat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the harvester's metal reel rotating to gather wheat stalks onto a cutting bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a low-angle camera shot emphasizing the machine's scale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment bathed in warm, diffuse afternoon sunlight with a thin atmospheric haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062081560492515564 + ], + "opposite_logprob_tokens": [ + -2.8120815753936768 + ], + "logprob_reward": -0.062081560492515564, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062081560492515564, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16878780722618103, + 0.11290149390697479, + 0.052786100655794144, + 0.05954615771770477, + 0.27953168749809265, + 0.013008869253098965, + 0.05389482527971268, + 0.1430531144142151, + 0.10256776958703995, + 0.013922210782766342 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.062081560492515564 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive crimson combine harvester?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the harvester moving across a vast field of tall, golden wheat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the harvester's metal reel rotating to gather wheat stalks onto a cutting bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a low-angle camera shot emphasizing the machine's scale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment bathed in warm, diffuse afternoon sunlight with a thin atmospheric haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048672378063201904 + ], + "opposite_logprob_tokens": [ + -3.0486724376678467 + ], + "logprob_reward": -0.048672378063201904, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048672378063201904, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1209331825375557, + 0.09154795110225677, + 0.12898096442222595, + 0.03822608292102814, + 0.05532819777727127, + 0.02084980718791485, + 0.06755773723125458, + 0.04655717685818672, + 0.40534111857414246, + 0.024677837267518044 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.048672378063201904 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive crimson combine harvester?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the harvester moving across a vast field of tall, golden wheat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the harvester's metal reel rotating to gather wheat stalks onto a cutting bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a low-angle camera shot emphasizing the machine's scale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment bathed in warm, diffuse afternoon sunlight with a thin atmospheric haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02979346178472042 + ], + "opposite_logprob_tokens": [ + -3.5297935009002686 + ], + "logprob_reward": -0.02979346178472042, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02979346178472042, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2431669682264328, + 0.0611148402094841, + 0.12678608298301697, + 0.09216664731502533, + 0.04295472800731659, + 0.027296628803014755, + 0.082322858273983, + 0.021630756556987762, + 0.2648910582065582, + 0.037669431418180466 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.02979346178472042 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive crimson combine harvester?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the harvester moving across a vast field of tall, golden wheat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the harvester's metal reel rotating to gather wheat stalks onto a cutting bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a low-angle camera shot emphasizing the machine's scale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment bathed in warm, diffuse afternoon sunlight with a thin atmospheric haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005248458590358496 + ], + "opposite_logprob_tokens": [ + -5.255248546600342 + ], + "logprob_reward": -0.005248458590358496, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005248458590358496, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12452308088541031, + 0.11439445614814758, + 0.03737054020166397, + 0.07105345278978348, + 0.04606139287352562, + 0.01667378470301628, + 0.049818508327007294, + 0.03985290601849556, + 0.45384880900382996, + 0.046403080224990845 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.005248458590358496 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle tracking shot moves smoothly alongside a massive crimson combine harvester as it churns steadily and relentlessly across a vast field. The camera's position emphasizes the immense scale of the monolithic steel machine, its body coated in a fine dust that dulls its surface in the hazy sunlight. Its massive black rubber tires press deep tracks into the parched soil. In front, a wide, intricate harvester rotates methodically, its metal reel gathering tall, golden wheat stalks onto the precisely moving cutting bar below. The scene is bathed in the warm, diffuse light of the afternoon sun, filtered through a thin atmospheric haze, softening the horizon where ripe wheat fields stretch like a golden ocean. As the machine advances, its wake leaves a neat trail of stubble, while a stream of chopped straw and chaff erupts from the chute behind, catching the amber glow and shimmering in the air. The overall color palette is a rich tapestry of gold, amber, and the crimson of the machinery, creating a powerful yet tranquil atmosphere of agricultural abundance. The entire scene is captured with a subtle, nostalgic film texture that adds a timeless and painterly quality to the powerful, rhythmic movements of the harvest.", + "seed": 9808, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_11/index_7867_seed_9808_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.023262571729719638, + "vlm_logprob": -0.023262571729719638, + "vlm_yes_no_margin": 4.6, + "vlm_token_credit": -0.023262571729719638, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive crimson combine harvester?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the harvester moving across a vast field of tall, golden wheat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the harvester's metal reel rotating to gather wheat stalks onto a cutting bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a low-angle camera shot emphasizing the machine's scale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment bathed in warm, diffuse afternoon sunlight with a thin atmospheric haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08968223631381989 + ], + "opposite_logprob_tokens": [ + -2.4646823406219482 + ], + "logprob_reward": -0.08968223631381989, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08968223631381989, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15081152319908142, + 0.08846322447061539, + 0.06937797367572784, + 0.12738944590091705, + 0.19721561670303345, + 0.14489035308361053, + 0.06643684953451157, + 0.03476909175515175, + 0.09013500809669495, + 0.03051087073981762 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.08968223631381989 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive crimson combine harvester?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the harvester moving across a vast field of tall, golden wheat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the harvester's metal reel rotating to gather wheat stalks onto a cutting bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a low-angle camera shot emphasizing the machine's scale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment bathed in warm, diffuse afternoon sunlight with a thin atmospheric haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004104642663151026 + ], + "opposite_logprob_tokens": [ + -5.5041046142578125 + ], + "logprob_reward": -0.004104642663151026, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004104642663151026, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15442171692848206, + 0.18876786530017853, + 0.15340004861354828, + 0.10463294386863708, + 0.05470287799835205, + 0.05893132835626602, + 0.031562041491270065, + 0.03607402741909027, + 0.17439861595630646, + 0.04310852661728859 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.004104642663151026 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive crimson combine harvester?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the harvester moving across a vast field of tall, golden wheat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the harvester's metal reel rotating to gather wheat stalks onto a cutting bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a low-angle camera shot emphasizing the machine's scale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment bathed in warm, diffuse afternoon sunlight with a thin atmospheric haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107768900692463 + ], + "opposite_logprob_tokens": [ + -4.511077880859375 + ], + "logprob_reward": -0.01107768900692463, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107768900692463, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1730366051197052, + 0.04842904582619667, + 0.22197353839874268, + 0.05090330168604851, + 0.04838978126645088, + 0.13611754775047302, + 0.0502658486366272, + 0.08952420949935913, + 0.13963988423347473, + 0.0417201891541481 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.01107768900692463 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive crimson combine harvester?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the harvester moving across a vast field of tall, golden wheat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the harvester's metal reel rotating to gather wheat stalks onto a cutting bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a low-angle camera shot emphasizing the machine's scale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment bathed in warm, diffuse afternoon sunlight with a thin atmospheric haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008633195422589779 + ], + "opposite_logprob_tokens": [ + -4.758633136749268 + ], + "logprob_reward": -0.008633195422589779, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008633195422589779, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13298676908016205, + 0.06885222345590591, + 0.1691313236951828, + 0.2618497908115387, + 0.06735599786043167, + 0.02601013332605362, + 0.04075949266552925, + 0.0873405709862709, + 0.11629749089479446, + 0.029416250064969063 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.008633195422589779 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive crimson combine harvester?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the harvester moving across a vast field of tall, golden wheat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the harvester's metal reel rotating to gather wheat stalks onto a cutting bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a low-angle camera shot emphasizing the machine's scale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment bathed in warm, diffuse afternoon sunlight with a thin atmospheric haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002815095242112875 + ], + "opposite_logprob_tokens": [ + -5.877815246582031 + ], + "logprob_reward": -0.002815095242112875, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002815095242112875, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24926434457302094, + 0.13534413278102875, + 0.10530489683151245, + 0.14909161627292633, + 0.06521918624639511, + 0.09184250235557556, + 0.05705059692263603, + 0.020510612055659294, + 0.08868692070245743, + 0.03768514469265938 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.002815095242112875 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle tracking shot moves smoothly alongside a massive crimson combine harvester as it churns steadily and relentlessly across a vast field. The camera's position emphasizes the immense scale of the monolithic steel machine, its body coated in a fine dust that dulls its surface in the hazy sunlight. Its massive black rubber tires press deep tracks into the parched soil. In front, a wide, intricate harvester rotates methodically, its metal reel gathering tall, golden wheat stalks onto the precisely moving cutting bar below. The scene is bathed in the warm, diffuse light of the afternoon sun, filtered through a thin atmospheric haze, softening the horizon where ripe wheat fields stretch like a golden ocean. As the machine advances, its wake leaves a neat trail of stubble, while a stream of chopped straw and chaff erupts from the chute behind, catching the amber glow and shimmering in the air. The overall color palette is a rich tapestry of gold, amber, and the crimson of the machinery, creating a powerful yet tranquil atmosphere of agricultural abundance. The entire scene is captured with a subtle, nostalgic film texture that adds a timeless and painterly quality to the powerful, rhythmic movements of the harvest.", + "seed": 9809, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_11/index_7867_seed_9809_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0187417296692729, + "vlm_logprob": -0.0187417296692729, + "vlm_yes_no_margin": 4.4, + "vlm_token_credit": -0.0187417296692729, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive crimson combine harvester?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the harvester moving across a vast field of tall, golden wheat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the harvester's metal reel rotating to gather wheat stalks onto a cutting bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a low-angle camera shot emphasizing the machine's scale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment bathed in warm, diffuse afternoon sunlight with a thin atmospheric haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03888396918773651 + ], + "opposite_logprob_tokens": [ + -3.288883924484253 + ], + "logprob_reward": -0.03888396918773651, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03888396918773651, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09490591287612915, + 0.028615223243832588, + 0.04000308737158775, + 0.028964726254343987, + 0.016853732988238335, + 0.6152667999267578, + 0.014414486475288868, + 0.051311757415533066, + 0.10021335631608963, + 0.0094509432092309 + ], + "top_frames": [ + 5, + 8, + 0 + ], + "selected_reward": -0.03888396918773651 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive crimson combine harvester?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the harvester moving across a vast field of tall, golden wheat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the harvester's metal reel rotating to gather wheat stalks onto a cutting bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a low-angle camera shot emphasizing the machine's scale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment bathed in warm, diffuse afternoon sunlight with a thin atmospheric haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02982308343052864 + ], + "opposite_logprob_tokens": [ + -3.529823064804077 + ], + "logprob_reward": -0.02982308343052864, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02982308343052864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11692474782466888, + 0.06018327549099922, + 0.04393808916211128, + 0.02523641847074032, + 0.010029965080320835, + 0.4013209044933319, + 0.01066635549068451, + 0.07121609151363373, + 0.2222924530506134, + 0.03819167613983154 + ], + "top_frames": [ + 5, + 8, + 0 + ], + "selected_reward": -0.02982308343052864 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive crimson combine harvester?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the harvester moving across a vast field of tall, golden wheat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the harvester's metal reel rotating to gather wheat stalks onto a cutting bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a low-angle camera shot emphasizing the machine's scale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment bathed in warm, diffuse afternoon sunlight with a thin atmospheric haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016075171530246735 + ], + "opposite_logprob_tokens": [ + -4.141075134277344 + ], + "logprob_reward": -0.016075171530246735, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016075171530246735, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2061607390642166, + 0.1402527093887329, + 0.09528767317533493, + 0.033474307507276535, + 0.05682951956987381, + 0.16875779628753662, + 0.023594291880726814, + 0.04182732105255127, + 0.20635610818862915, + 0.02745954506099224 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.016075171530246735 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive crimson combine harvester?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the harvester moving across a vast field of tall, golden wheat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the harvester's metal reel rotating to gather wheat stalks onto a cutting bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a low-angle camera shot emphasizing the machine's scale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment bathed in warm, diffuse afternoon sunlight with a thin atmospheric haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006732044741511345 + ], + "opposite_logprob_tokens": [ + -5.006731986999512 + ], + "logprob_reward": -0.006732044741511345, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006732044741511345, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05689447745680809, + 0.028275342658162117, + 0.06481356173753738, + 0.039788782596588135, + 0.0321233831346035, + 0.02055925689637661, + 0.012146096676588058, + 0.01180268730968237, + 0.6431205868721008, + 0.09047580510377884 + ], + "top_frames": [ + 8, + 9, + 2 + ], + "selected_reward": -0.006732044741511345 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive crimson combine harvester?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the harvester moving across a vast field of tall, golden wheat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the harvester's metal reel rotating to gather wheat stalks onto a cutting bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a low-angle camera shot emphasizing the machine's scale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment bathed in warm, diffuse afternoon sunlight with a thin atmospheric haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021943794563412666 + ], + "opposite_logprob_tokens": [ + -6.127194404602051 + ], + "logprob_reward": -0.0021943794563412666, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021943794563412666, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3288172781467438, + 0.06518569588661194, + 0.09360376000404358, + 0.019099077209830284, + 0.024841750040650368, + 0.09103978425264359, + 0.014915780164301395, + 0.08546561002731323, + 0.18853387236595154, + 0.0884973555803299 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.0021943794563412666 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_12/index_tensor([6638, 6638])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_12/index_tensor([6638, 6638])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d40934dadb9388b5baffb8f0d0bc1ea94786ee68 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_12/index_tensor([6638, 6638])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "steady medium shot, shot from a level angle, shows a female reporter with a neat dark brown ponytail standing on a vast stretch of sand. Wearing a windproof royal blue jacket and a small clip-on microphone clipped to her collar, she reports from the scene with professional demeanor. Beside her, a magnificent and intricate sand castle rises, its soaring spires, delicate arches, and intricately carved walls. The bright afternoon sun clearly defines its textures and shadows, while the shimmering azure sea looms in the background. Suddenly, as she calmly reports, the highest spire of the sand castle begins to tremble slightly. Then, as if suddenly losing its internal support, the entire castle collapses inward with rapidity and violence. Countless grains of dry sand are flung into the air, forming a pervasive mist. Sunlight penetrates this mist, creating beams of light reminiscent of the Tyndall effect, filling the entire scene with a sense of chaotic movement. A look of pure astonishment flashed across the female reporter's face. She subconsciously took a half step back and raised her arms to try to cover herself. This sudden collapse instantly transformed the originally peaceful reporting scene into an unexpected moment full of dramatic tension.", + "seed": 14140, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_12/index_6638_seed_14140_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.018124907836318017, + "vlm_logprob": -0.018124907836318017, + "vlm_yes_no_margin": 4.8, + "vlm_token_credit": -0.018124907836318017, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a steady medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a female reporter with a neat dark brown ponytail wearing a royal blue jacket and a clip-on microphone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a magnificent sand castle with soaring spires and intricate walls stand beside the reporter before collapsing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sand castle collapse rapidly and violently, flinging sand into the air to create a mist with visible light beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the reporter react with astonishment by taking a half step back and raising her arms to cover herself?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05395068973302841 + ], + "opposite_logprob_tokens": [ + -3.928950786590576 + ], + "logprob_reward": -0.05395068973302841, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.05395068973302841, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1577063500881195, + 0.08575553447008133, + 0.16824373602867126, + 0.046502795070409775, + 0.08674085140228271, + 0.11817891895771027, + 0.06356701999902725, + 0.09945110231637955, + 0.05909459665417671, + 0.11475908011198044 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.05395068973302841 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a steady medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a female reporter with a neat dark brown ponytail wearing a royal blue jacket and a clip-on microphone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a magnificent sand castle with soaring spires and intricate walls stand beside the reporter before collapsing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sand castle collapse rapidly and violently, flinging sand into the air to create a mist with visible light beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the reporter react with astonishment by taking a half step back and raising her arms to cover herself?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020602744072675705 + ], + "opposite_logprob_tokens": [ + -3.8956027030944824 + ], + "logprob_reward": -0.020602744072675705, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020602744072675705, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.44379496574401855, + 0.04331754893064499, + 0.0794975534081459, + 0.0325542613863945, + 0.13652381300926208, + 0.08393529057502747, + 0.04727860167622566, + 0.07632089406251907, + 0.026590578258037567, + 0.030186517164111137 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.020602744072675705 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a steady medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a female reporter with a neat dark brown ponytail wearing a royal blue jacket and a clip-on microphone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a magnificent sand castle with soaring spires and intricate walls stand beside the reporter before collapsing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sand castle collapse rapidly and violently, flinging sand into the air to create a mist with visible light beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the reporter react with astonishment by taking a half step back and raising her arms to cover herself?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002200921531766653 + ], + "opposite_logprob_tokens": [ + -6.127201080322266 + ], + "logprob_reward": -0.002200921531766653, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002200921531766653, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28987595438957214, + 0.07082543522119522, + 0.05320759490132332, + 0.03831696882843971, + 0.18953758478164673, + 0.049004651606082916, + 0.08904024958610535, + 0.11878412961959839, + 0.03647200018167496, + 0.06493545323610306 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.002200921531766653 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a steady medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a female reporter with a neat dark brown ponytail wearing a royal blue jacket and a clip-on microphone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a magnificent sand castle with soaring spires and intricate walls stand beside the reporter before collapsing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sand castle collapse rapidly and violently, flinging sand into the air to create a mist with visible light beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the reporter react with astonishment by taking a half step back and raising her arms to cover herself?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004096213262528181 + ], + "opposite_logprob_tokens": [ + -5.504096031188965 + ], + "logprob_reward": -0.004096213262528181, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004096213262528181, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06423472613096237, + 0.026987235993146896, + 0.04294714704155922, + 0.049353841692209244, + 0.20132628083229065, + 0.10412177443504333, + 0.3351975381374359, + 0.10167638957500458, + 0.030756603926420212, + 0.04339851811528206 + ], + "top_frames": [ + 6, + 4, + 5 + ], + "selected_reward": -0.004096213262528181 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a steady medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a female reporter with a neat dark brown ponytail wearing a royal blue jacket and a clip-on microphone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a magnificent sand castle with soaring spires and intricate walls stand beside the reporter before collapsing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sand castle collapse rapidly and violently, flinging sand into the air to create a mist with visible light beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the reporter react with astonishment by taking a half step back and raising her arms to cover herself?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00977397058159113 + ], + "opposite_logprob_tokens": [ + -4.634774208068848 + ], + "logprob_reward": -0.00977397058159113, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00977397058159113, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15031008422374725, + 0.026075027883052826, + 0.04374527931213379, + 0.018346402794122696, + 0.09832561761140823, + 0.07091209292411804, + 0.1025545671582222, + 0.0905490592122078, + 0.07152464240789413, + 0.3276572823524475 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.00977397058159113 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady medium shot, shot from a level angle, shows a female reporter with a neat dark brown ponytail standing on a vast stretch of sand. Wearing a windproof royal blue jacket and a small clip-on microphone clipped to her collar, she reports from the scene with professional demeanor. Beside her, a magnificent and intricate sand castle rises, its soaring spires, delicate arches, and intricately carved walls. The bright afternoon sun clearly defines its textures and shadows, while the shimmering azure sea looms in the background. Suddenly, as she calmly reports, the highest spire of the sand castle begins to tremble slightly. Then, as if suddenly losing its internal support, the entire castle collapses inward with rapidity and violence. Countless grains of dry sand are flung into the air, forming a pervasive mist. Sunlight penetrates this mist, creating beams of light reminiscent of the Tyndall effect, filling the entire scene with a sense of chaotic movement. A look of pure astonishment flashed across the female reporter's face. She subconsciously took a half step back and raised her arms to try to cover herself. This sudden collapse instantly transformed the originally peaceful reporting scene into an unexpected moment full of dramatic tension.", + "seed": 14141, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_12/index_6638_seed_14141_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.059725974407047036, + "vlm_logprob": -0.059725974407047036, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.059725974407047036, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a steady medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a female reporter with a neat dark brown ponytail wearing a royal blue jacket and a clip-on microphone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a magnificent sand castle with soaring spires and intricate walls stand beside the reporter before collapsing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sand castle collapse rapidly and violently, flinging sand into the air to create a mist with visible light beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the reporter react with astonishment by taking a half step back and raising her arms to cover herself?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04677833989262581 + ], + "opposite_logprob_tokens": [ + -3.671778440475464 + ], + "logprob_reward": -0.04677833989262581, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.04677833989262581, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1402706354856491, + 0.0866590142250061, + 0.04936782270669937, + 0.0462467335164547, + 0.05862431973218918, + 0.11550352722406387, + 0.1594281643629074, + 0.07949337363243103, + 0.1231919527053833, + 0.1412144899368286 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.04677833989262581 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a steady medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a female reporter with a neat dark brown ponytail wearing a royal blue jacket and a clip-on microphone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a magnificent sand castle with soaring spires and intricate walls stand beside the reporter before collapsing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sand castle collapse rapidly and violently, flinging sand into the air to create a mist with visible light beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the reporter react with astonishment by taking a half step back and raising her arms to cover herself?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006756081711500883 + ], + "opposite_logprob_tokens": [ + -5.00675630569458 + ], + "logprob_reward": -0.006756081711500883, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006756081711500883, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13325653970241547, + 0.07863877713680267, + 0.043662700802087784, + 0.03814122453331947, + 0.029326703399419785, + 0.1732260286808014, + 0.22017404437065125, + 0.1266379952430725, + 0.08168726414442062, + 0.07524878531694412 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.006756081711500883 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a steady medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a female reporter with a neat dark brown ponytail wearing a royal blue jacket and a clip-on microphone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a magnificent sand castle with soaring spires and intricate walls stand beside the reporter before collapsing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sand castle collapse rapidly and violently, flinging sand into the air to create a mist with visible light beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the reporter react with astonishment by taking a half step back and raising her arms to cover herself?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04308372363448143 + ], + "opposite_logprob_tokens": [ + -3.168083667755127 + ], + "logprob_reward": -0.04308372363448143, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04308372363448143, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10480743646621704, + 0.07758117467164993, + 0.027110841125249863, + 0.0628901794552803, + 0.03013206087052822, + 0.334526926279068, + 0.10484282672405243, + 0.09702566266059875, + 0.12042408436536789, + 0.0406588576734066 + ], + "top_frames": [ + 5, + 8, + 6 + ], + "selected_reward": -0.04308372363448143 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a steady medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a female reporter with a neat dark brown ponytail wearing a royal blue jacket and a clip-on microphone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a magnificent sand castle with soaring spires and intricate walls stand beside the reporter before collapsing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sand castle collapse rapidly and violently, flinging sand into the air to create a mist with visible light beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the reporter react with astonishment by taking a half step back and raising her arms to cover herself?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08907032757997513 + ], + "opposite_logprob_tokens": [ + -2.4640703201293945 + ], + "logprob_reward": -0.08907032757997513, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08907032757997513, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08468715846538544, + 0.0753290131688118, + 0.04700008034706116, + 0.06832130253314972, + 0.03977649286389351, + 0.35697606205940247, + 0.14555470645427704, + 0.05805309861898422, + 0.07195677608251572, + 0.05234531685709953 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.08907032757997513 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a steady medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a female reporter with a neat dark brown ponytail wearing a royal blue jacket and a clip-on microphone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a magnificent sand castle with soaring spires and intricate walls stand beside the reporter before collapsing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sand castle collapse rapidly and violently, flinging sand into the air to create a mist with visible light beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the reporter react with astonishment by taking a half step back and raising her arms to cover herself?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294139921665192 + ], + "opposite_logprob_tokens": [ + -2.2379415035247803 + ], + "logprob_reward": -0.11294139921665192, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294139921665192, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12480278313159943, + 0.060633908957242966, + 0.024037623777985573, + 0.052723292261362076, + 0.012603351846337318, + 0.17378376424312592, + 0.08936396986246109, + 0.07798635959625244, + 0.17344516515731812, + 0.2106197476387024 + ], + "top_frames": [ + 9, + 5, + 8 + ], + "selected_reward": -0.11294139921665192 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady medium shot, shot from a level angle, shows a female reporter with a neat dark brown ponytail standing on a vast stretch of sand. Wearing a windproof royal blue jacket and a small clip-on microphone clipped to her collar, she reports from the scene with professional demeanor. Beside her, a magnificent and intricate sand castle rises, its soaring spires, delicate arches, and intricately carved walls. The bright afternoon sun clearly defines its textures and shadows, while the shimmering azure sea looms in the background. Suddenly, as she calmly reports, the highest spire of the sand castle begins to tremble slightly. Then, as if suddenly losing its internal support, the entire castle collapses inward with rapidity and violence. Countless grains of dry sand are flung into the air, forming a pervasive mist. Sunlight penetrates this mist, creating beams of light reminiscent of the Tyndall effect, filling the entire scene with a sense of chaotic movement. A look of pure astonishment flashed across the female reporter's face. She subconsciously took a half step back and raised her arms to try to cover herself. This sudden collapse instantly transformed the originally peaceful reporting scene into an unexpected moment full of dramatic tension.", + "seed": 14142, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_12/index_6638_seed_14142_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.036907156091183425, + "vlm_logprob": -0.036907156091183425, + "vlm_yes_no_margin": 4.25, + "vlm_token_credit": -0.036907156091183425, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a steady medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a female reporter with a neat dark brown ponytail wearing a royal blue jacket and a clip-on microphone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a magnificent sand castle with soaring spires and intricate walls stand beside the reporter before collapsing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sand castle collapse rapidly and violently, flinging sand into the air to create a mist with visible light beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the reporter react with astonishment by taking a half step back and raising her arms to cover herself?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04933901131153107 + ], + "opposite_logprob_tokens": [ + -3.7993390560150146 + ], + "logprob_reward": -0.04933901131153107, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.04933901131153107, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16857686638832092, + 0.06210337206721306, + 0.03971404582262039, + 0.075836680829525, + 0.14040222764015198, + 0.11125700175762177, + 0.07370416820049286, + 0.07107160985469818, + 0.0872051864862442, + 0.17012879252433777 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.04933901131153107 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a steady medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a female reporter with a neat dark brown ponytail wearing a royal blue jacket and a clip-on microphone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a magnificent sand castle with soaring spires and intricate walls stand beside the reporter before collapsing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sand castle collapse rapidly and violently, flinging sand into the air to create a mist with visible light beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the reporter react with astonishment by taking a half step back and raising her arms to cover herself?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014209168031811714 + ], + "opposite_logprob_tokens": [ + -4.264209270477295 + ], + "logprob_reward": -0.014209168031811714, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014209168031811714, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11845476925373077, + 0.07031227648258209, + 0.06455016136169434, + 0.06291630864143372, + 0.2809683680534363, + 0.1577645242214203, + 0.08656511455774307, + 0.04063422232866287, + 0.06109323725104332, + 0.056740980595350266 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.014209168031811714 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a steady medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a female reporter with a neat dark brown ponytail wearing a royal blue jacket and a clip-on microphone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a magnificent sand castle with soaring spires and intricate walls stand beside the reporter before collapsing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sand castle collapse rapidly and violently, flinging sand into the air to create a mist with visible light beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the reporter react with astonishment by taking a half step back and raising her arms to cover herself?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028216331265866756 + ], + "opposite_logprob_tokens": [ + -5.877821445465088 + ], + "logprob_reward": -0.0028216331265866756, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028216331265866756, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20515896379947662, + 0.12009274959564209, + 0.06383605301380157, + 0.05587256699800491, + 0.11926470696926117, + 0.1362672746181488, + 0.1430983990430832, + 0.03989018499851227, + 0.06483392417430878, + 0.051685161888599396 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.0028216331265866756 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a steady medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a female reporter with a neat dark brown ponytail wearing a royal blue jacket and a clip-on microphone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a magnificent sand castle with soaring spires and intricate walls stand beside the reporter before collapsing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sand castle collapse rapidly and violently, flinging sand into the air to create a mist with visible light beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the reporter react with astonishment by taking a half step back and raising her arms to cover herself?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005253320559859276 + ], + "opposite_logprob_tokens": [ + -5.255253314971924 + ], + "logprob_reward": -0.005253320559859276, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005253320559859276, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07047096639871597, + 0.04405554011464119, + 0.02524062618613243, + 0.033739782869815826, + 0.3492277264595032, + 0.08707337081432343, + 0.07592754065990448, + 0.04624960944056511, + 0.16214707493782043, + 0.10586776584386826 + ], + "top_frames": [ + 4, + 8, + 9 + ], + "selected_reward": -0.005253320559859276 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a steady medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a female reporter with a neat dark brown ponytail wearing a royal blue jacket and a clip-on microphone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a magnificent sand castle with soaring spires and intricate walls stand beside the reporter before collapsing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sand castle collapse rapidly and violently, flinging sand into the air to create a mist with visible light beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the reporter react with astonishment by taking a half step back and raising her arms to cover herself?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11291264742612839 + ], + "opposite_logprob_tokens": [ + -2.237912654876709 + ], + "logprob_reward": -0.11291264742612839, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11291264742612839, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06745415180921555, + 0.048497557640075684, + 0.03853651136159897, + 0.02536597289144993, + 0.17066872119903564, + 0.08325745165348053, + 0.13411417603492737, + 0.0636013075709343, + 0.12274326384067535, + 0.2457609325647354 + ], + "top_frames": [ + 9, + 4, + 6 + ], + "selected_reward": -0.11291264742612839 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady medium shot, shot from a level angle, shows a female reporter with a neat dark brown ponytail standing on a vast stretch of sand. Wearing a windproof royal blue jacket and a small clip-on microphone clipped to her collar, she reports from the scene with professional demeanor. Beside her, a magnificent and intricate sand castle rises, its soaring spires, delicate arches, and intricately carved walls. The bright afternoon sun clearly defines its textures and shadows, while the shimmering azure sea looms in the background. Suddenly, as she calmly reports, the highest spire of the sand castle begins to tremble slightly. Then, as if suddenly losing its internal support, the entire castle collapses inward with rapidity and violence. Countless grains of dry sand are flung into the air, forming a pervasive mist. Sunlight penetrates this mist, creating beams of light reminiscent of the Tyndall effect, filling the entire scene with a sense of chaotic movement. A look of pure astonishment flashed across the female reporter's face. She subconsciously took a half step back and raised her arms to try to cover herself. This sudden collapse instantly transformed the originally peaceful reporting scene into an unexpected moment full of dramatic tension.", + "seed": 14143, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_12/index_6638_seed_14143_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03497826741077006, + "vlm_logprob": -0.03497826741077006, + "vlm_yes_no_margin": 4.399999952316284, + "vlm_token_credit": -0.03497826741077006, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a steady medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a female reporter with a neat dark brown ponytail wearing a royal blue jacket and a clip-on microphone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a magnificent sand castle with soaring spires and intricate walls stand beside the reporter before collapsing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sand castle collapse rapidly and violently, flinging sand into the air to create a mist with visible light beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the reporter react with astonishment by taking a half step back and raising her arms to cover herself?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05604616925120354 + ], + "opposite_logprob_tokens": [ + -4.056046009063721 + ], + "logprob_reward": -0.05604616925120354, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.05604616925120354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17638558149337769, + 0.06066308543086052, + 0.03566702455282211, + 0.0917496457695961, + 0.036283619701862335, + 0.048607226461172104, + 0.1165555864572525, + 0.07451431453227997, + 0.2289133369922638, + 0.13066059350967407 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.05604616925120354 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a steady medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a female reporter with a neat dark brown ponytail wearing a royal blue jacket and a clip-on microphone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a magnificent sand castle with soaring spires and intricate walls stand beside the reporter before collapsing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sand castle collapse rapidly and violently, flinging sand into the air to create a mist with visible light beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the reporter react with astonishment by taking a half step back and raising her arms to cover herself?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01109207235276699 + ], + "opposite_logprob_tokens": [ + -4.511092185974121 + ], + "logprob_reward": -0.01109207235276699, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01109207235276699, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20237717032432556, + 0.03766780346632004, + 0.02048424445092678, + 0.030978454276919365, + 0.09661246836185455, + 0.278507262468338, + 0.05228933319449425, + 0.083231620490551, + 0.10437805205583572, + 0.09347360581159592 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.01109207235276699 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a steady medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a female reporter with a neat dark brown ponytail wearing a royal blue jacket and a clip-on microphone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a magnificent sand castle with soaring spires and intricate walls stand beside the reporter before collapsing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sand castle collapse rapidly and violently, flinging sand into the air to create a mist with visible light beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the reporter react with astonishment by taking a half step back and raising her arms to cover herself?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028225842397660017 + ], + "opposite_logprob_tokens": [ + -5.877822399139404 + ], + "logprob_reward": -0.0028225842397660017, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028225842397660017, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21843315660953522, + 0.057119082659482956, + 0.03993580862879753, + 0.07668658345937729, + 0.026157815009355545, + 0.04624428600072861, + 0.04358506202697754, + 0.04182445630431175, + 0.35224494338035583, + 0.09776878356933594 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.0028225842397660017 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a steady medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a female reporter with a neat dark brown ponytail wearing a royal blue jacket and a clip-on microphone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a magnificent sand castle with soaring spires and intricate walls stand beside the reporter before collapsing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sand castle collapse rapidly and violently, flinging sand into the air to create a mist with visible light beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the reporter react with astonishment by taking a half step back and raising her arms to cover herself?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046386257745325565 + ], + "opposite_logprob_tokens": [ + -5.379638671875 + ], + "logprob_reward": -0.0046386257745325565, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046386257745325565, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09131187945604324, + 0.04225170239806175, + 0.038414157927036285, + 0.04701925069093704, + 0.020236121490597725, + 0.06283510476350784, + 0.05624544993042946, + 0.0551626943051815, + 0.5338093042373657, + 0.05271434783935547 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.0046386257745325565 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a steady medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a female reporter with a neat dark brown ponytail wearing a royal blue jacket and a clip-on microphone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a magnificent sand castle with soaring spires and intricate walls stand beside the reporter before collapsing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sand castle collapse rapidly and violently, flinging sand into the air to create a mist with visible light beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the reporter react with astonishment by taking a half step back and raising her arms to cover herself?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10029188543558121 + ], + "opposite_logprob_tokens": [ + -2.3502919673919678 + ], + "logprob_reward": -0.10029188543558121, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10029188543558121, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04808065667748451, + 0.022346805781126022, + 0.026501262560486794, + 0.025892063975334167, + 0.021352220326662064, + 0.43163061141967773, + 0.1493379771709442, + 0.07318748533725739, + 0.1353040188550949, + 0.06636687368154526 + ], + "top_frames": [ + 5, + 6, + 8 + ], + "selected_reward": -0.10029188543558121 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_13/index_tensor([3425, 3425])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_13/index_tensor([3425, 3425])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..96e89c040549d57ba247e50e6ecddc28dd49bc0d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_13/index_tensor([3425, 3425])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic low-angle tracking shot captures two magnificent dragon boats racing side by side, capturing them neck and neck in a fierce competition. The entire scene comes to life in a vibrant, hand-drawn style reminiscent of high-energy animation. The camera moves swiftly yet steadily, keeping pace with the boats as they jockey for position in the churning, stylized water. The left-hand boat's hull is a saturated crimson, while its rival's is a vibrant imperial yellow, both adorned with meticulously rendered gold and green scales. Their fierce, sculpted dragon-headed prows, bared teeth and glaring eyes, seem to propel them forward with every powerful stroke of the oarsmen. Within each boat, a team of athletes, depicted in bold, expressive ink lines, moves in perfect and powerful sync, their muscles tense and faces set in grim determination. Their oars plunge deep into the azure water, creating explosions of white foam and vibrant speed lines that emphasize the raw power of their movements. The water itself is a turbulent blend of deep blue and green, its surface broken by dynamic, hand-drawn waves and spray. In the background, the sun-drenched riverbank, packed with cheering crowds, presents a colorful, impressionistic blur of movement and excitement. Bright, direct sunlight makes the bold, saturated colors of the boats and water burst, creating a high-contrast, visually dynamic atmosphere filled with the intense energy of the race.", + "seed": 8333, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_13/index_3425_seed_8333_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05563329076394439, + "vlm_logprob": -0.05563329076394439, + "vlm_yes_no_margin": 3.35, + "vlm_token_credit": -0.05563329076394439, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two dragon boats racing side by side in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the left-hand boat's hull a saturated crimson color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rival boat's hull a vibrant imperial yellow color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera moving swiftly yet steadily to track the boats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a vibrant, hand-drawn animation with bold ink lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03881046548485756 + ], + "opposite_logprob_tokens": [ + -3.2888104915618896 + ], + "logprob_reward": -0.03881046548485756, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03881046548485756, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1734190285205841, + 0.09710746258497238, + 0.05541511997580528, + 0.08205151557922363, + 0.07009927928447723, + 0.07636842131614685, + 0.1371585875749588, + 0.051697444170713425, + 0.11261710524559021, + 0.1440660059452057 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.03881046548485756 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two dragon boats racing side by side in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the left-hand boat's hull a saturated crimson color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rival boat's hull a vibrant imperial yellow color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera moving swiftly yet steadily to track the boats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a vibrant, hand-drawn animation with bold ink lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11298153549432755 + ], + "opposite_logprob_tokens": [ + -2.2379815578460693 + ], + "logprob_reward": -0.11298153549432755, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11298153549432755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16963249444961548, + 0.05407083407044411, + 0.10169538855552673, + 0.0800866112112999, + 0.051362086087465286, + 0.08809105306863785, + 0.0716804563999176, + 0.07893672585487366, + 0.20632486045360565, + 0.09811949729919434 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.11298153549432755 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two dragon boats racing side by side in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the left-hand boat's hull a saturated crimson color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rival boat's hull a vibrant imperial yellow color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera moving swiftly yet steadily to track the boats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a vibrant, hand-drawn animation with bold ink lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08905407786369324 + ], + "opposite_logprob_tokens": [ + -2.4640541076660156 + ], + "logprob_reward": -0.08905407786369324, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08905407786369324, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0525968074798584, + 0.05660833418369293, + 0.07703838497400284, + 0.032901015132665634, + 0.09474342316389084, + 0.17735420167446136, + 0.06448682397603989, + 0.0658092200756073, + 0.16693854331970215, + 0.21152321994304657 + ], + "top_frames": [ + 9, + 5, + 8 + ], + "selected_reward": -0.08905407786369324 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two dragon boats racing side by side in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the left-hand boat's hull a saturated crimson color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rival boat's hull a vibrant imperial yellow color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera moving swiftly yet steadily to track the boats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a vibrant, hand-drawn animation with bold ink lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370225057005882 + ], + "opposite_logprob_tokens": [ + -3.4087021350860596 + ], + "logprob_reward": -0.03370225057005882, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370225057005882, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28097131848335266, + 0.08575867116451263, + 0.15601345896720886, + 0.11776185035705566, + 0.08655016124248505, + 0.0981096625328064, + 0.03235284239053726, + 0.016391927376389503, + 0.04318919777870178, + 0.08290086686611176 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.03370225057005882 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two dragon boats racing side by side in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the left-hand boat's hull a saturated crimson color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rival boat's hull a vibrant imperial yellow color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera moving swiftly yet steadily to track the boats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a vibrant, hand-drawn animation with bold ink lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003618124406784773 + ], + "opposite_logprob_tokens": [ + -5.628618240356445 + ], + "logprob_reward": -0.003618124406784773, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003618124406784773, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10437187552452087, + 0.04631717503070831, + 0.21784816682338715, + 0.18541449308395386, + 0.02677498385310173, + 0.04570028930902481, + 0.13458332419395447, + 0.09280382096767426, + 0.038605719804763794, + 0.10758014768362045 + ], + "top_frames": [ + 2, + 3, + 6 + ], + "selected_reward": -0.003618124406784773 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic low-angle tracking shot captures two magnificent dragon boats racing side by side, capturing them neck and neck in a fierce competition. The entire scene comes to life in a vibrant, hand-drawn style reminiscent of high-energy animation. The camera moves swiftly yet steadily, keeping pace with the boats as they jockey for position in the churning, stylized water. The left-hand boat's hull is a saturated crimson, while its rival's is a vibrant imperial yellow, both adorned with meticulously rendered gold and green scales. Their fierce, sculpted dragon-headed prows, bared teeth and glaring eyes, seem to propel them forward with every powerful stroke of the oarsmen. Within each boat, a team of athletes, depicted in bold, expressive ink lines, moves in perfect and powerful sync, their muscles tense and faces set in grim determination. Their oars plunge deep into the azure water, creating explosions of white foam and vibrant speed lines that emphasize the raw power of their movements. The water itself is a turbulent blend of deep blue and green, its surface broken by dynamic, hand-drawn waves and spray. In the background, the sun-drenched riverbank, packed with cheering crowds, presents a colorful, impressionistic blur of movement and excitement. Bright, direct sunlight makes the bold, saturated colors of the boats and water burst, creating a high-contrast, visually dynamic atmosphere filled with the intense energy of the race.", + "seed": 8334, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_13/index_3425_seed_8334_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06674168258905411, + "vlm_logprob": -0.06674168258905411, + "vlm_yes_no_margin": 3.249999976158142, + "vlm_token_credit": -0.06674168258905411, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two dragon boats racing side by side in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the left-hand boat's hull a saturated crimson color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rival boat's hull a vibrant imperial yellow color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera moving swiftly yet steadily to track the boats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a vibrant, hand-drawn animation with bold ink lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.024109631776809692 + ], + "opposite_logprob_tokens": [ + -3.7741096019744873 + ], + "logprob_reward": -0.024109631776809692, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.024109631776809692, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10903477668762207, + 0.08217222988605499, + 0.03432623669505119, + 0.12142881006002426, + 0.0601801760494709, + 0.058563921600580215, + 0.22193188965320587, + 0.10328741371631622, + 0.04935179278254509, + 0.1597227156162262 + ], + "top_frames": [ + 6, + 9, + 3 + ], + "selected_reward": -0.024109631776809692 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two dragon boats racing side by side in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the left-hand boat's hull a saturated crimson color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rival boat's hull a vibrant imperial yellow color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera moving swiftly yet steadily to track the boats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a vibrant, hand-drawn animation with bold ink lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10034008324146271 + ], + "opposite_logprob_tokens": [ + -2.3503401279449463 + ], + "logprob_reward": -0.10034008324146271, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10034008324146271, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0821254625916481, + 0.02687196433544159, + 0.033396411687135696, + 0.038174040615558624, + 0.01623878814280033, + 0.06723573058843613, + 0.5167280435562134, + 0.0728984922170639, + 0.07676944136619568, + 0.06956158578395844 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.10034008324146271 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two dragon boats racing side by side in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the left-hand boat's hull a saturated crimson color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rival boat's hull a vibrant imperial yellow color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera moving swiftly yet steadily to track the boats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a vibrant, hand-drawn animation with bold ink lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12709151208400726 + ], + "opposite_logprob_tokens": [ + -2.127091407775879 + ], + "logprob_reward": -0.12709151208400726, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12709151208400726, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23691131174564362, + 0.13121183216571808, + 0.04544297605752945, + 0.16743487119674683, + 0.05106194317340851, + 0.04889634624123573, + 0.05919951573014259, + 0.0705081894993782, + 0.0978788286447525, + 0.09145422279834747 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.12709151208400726 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two dragon boats racing side by side in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the left-hand boat's hull a saturated crimson color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rival boat's hull a vibrant imperial yellow color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera moving swiftly yet steadily to track the boats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a vibrant, hand-drawn animation with bold ink lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897402346134186 + ], + "opposite_logprob_tokens": [ + -2.5789740085601807 + ], + "logprob_reward": -0.07897402346134186, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897402346134186, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14765499532222748, + 0.09164734184741974, + 0.05190025642514229, + 0.06237099692225456, + 0.03853369131684303, + 0.08468610793352127, + 0.11147458851337433, + 0.10148075222969055, + 0.12414545565843582, + 0.18610580265522003 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.07897402346134186 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two dragon boats racing side by side in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the left-hand boat's hull a saturated crimson color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rival boat's hull a vibrant imperial yellow color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera moving swiftly yet steadily to track the boats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a vibrant, hand-drawn animation with bold ink lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031931623816490173 + ], + "opposite_logprob_tokens": [ + -5.753193378448486 + ], + "logprob_reward": -0.0031931623816490173, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031931623816490173, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10381394624710083, + 0.1558477282524109, + 0.06442440301179886, + 0.0800536647439003, + 0.02538793534040451, + 0.08864960074424744, + 0.08186033368110657, + 0.0948287770152092, + 0.2354409545660019, + 0.06969261914491653 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.0031931623816490173 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic low-angle tracking shot captures two magnificent dragon boats racing side by side, capturing them neck and neck in a fierce competition. The entire scene comes to life in a vibrant, hand-drawn style reminiscent of high-energy animation. The camera moves swiftly yet steadily, keeping pace with the boats as they jockey for position in the churning, stylized water. The left-hand boat's hull is a saturated crimson, while its rival's is a vibrant imperial yellow, both adorned with meticulously rendered gold and green scales. Their fierce, sculpted dragon-headed prows, bared teeth and glaring eyes, seem to propel them forward with every powerful stroke of the oarsmen. Within each boat, a team of athletes, depicted in bold, expressive ink lines, moves in perfect and powerful sync, their muscles tense and faces set in grim determination. Their oars plunge deep into the azure water, creating explosions of white foam and vibrant speed lines that emphasize the raw power of their movements. The water itself is a turbulent blend of deep blue and green, its surface broken by dynamic, hand-drawn waves and spray. In the background, the sun-drenched riverbank, packed with cheering crowds, presents a colorful, impressionistic blur of movement and excitement. Bright, direct sunlight makes the bold, saturated colors of the boats and water burst, creating a high-contrast, visually dynamic atmosphere filled with the intense energy of the race.", + "seed": 8335, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_13/index_3425_seed_8335_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0685928326100111, + "vlm_logprob": -0.0685928326100111, + "vlm_yes_no_margin": 3.274999976158142, + "vlm_token_credit": -0.0685928326100111, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two dragon boats racing side by side in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the left-hand boat's hull a saturated crimson color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rival boat's hull a vibrant imperial yellow color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera moving swiftly yet steadily to track the boats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a vibrant, hand-drawn animation with bold ink lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023935992270708084 + ], + "opposite_logprob_tokens": [ + -3.7739360332489014 + ], + "logprob_reward": -0.023935992270708084, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023935992270708084, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11686383932828903, + 0.09484178572893143, + 0.055375318974256516, + 0.036386050283908844, + 0.059350840747356415, + 0.041829515248537064, + 0.02743736281991005, + 0.049066849052906036, + 0.05856584012508392, + 0.4602826237678528 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.023935992270708084 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two dragon boats racing side by side in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the left-hand boat's hull a saturated crimson color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rival boat's hull a vibrant imperial yellow color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera moving swiftly yet steadily to track the boats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a vibrant, hand-drawn animation with bold ink lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270930916070938 + ], + "opposite_logprob_tokens": [ + -2.1270930767059326 + ], + "logprob_reward": -0.1270930916070938, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270930916070938, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13292115926742554, + 0.11846835166215897, + 0.06385577470064163, + 0.11782485246658325, + 0.09355942159891129, + 0.050321441143751144, + 0.037780337035655975, + 0.06574644148349762, + 0.044189512729644775, + 0.2753327488899231 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.1270930916070938 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two dragon boats racing side by side in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the left-hand boat's hull a saturated crimson color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rival boat's hull a vibrant imperial yellow color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera moving swiftly yet steadily to track the boats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a vibrant, hand-drawn animation with bold ink lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12707409262657166 + ], + "opposite_logprob_tokens": [ + -2.1270740032196045 + ], + "logprob_reward": -0.12707409262657166, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12707409262657166, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07428441941738129, + 0.09132754057645798, + 0.1897794008255005, + 0.04523232579231262, + 0.06502605229616165, + 0.020318834111094475, + 0.03428130969405174, + 0.20804157853126526, + 0.03765708580613136, + 0.2340514212846756 + ], + "top_frames": [ + 9, + 7, + 2 + ], + "selected_reward": -0.12707409262657166 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two dragon boats racing side by side in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the left-hand boat's hull a saturated crimson color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rival boat's hull a vibrant imperial yellow color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera moving swiftly yet steadily to track the boats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a vibrant, hand-drawn animation with bold ink lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0620407797396183 + ], + "opposite_logprob_tokens": [ + -2.8120408058166504 + ], + "logprob_reward": -0.0620407797396183, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.0620407797396183, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14050117135047913, + 0.08951321989297867, + 0.11127527803182602, + 0.08445144444704056, + 0.05895247310400009, + 0.07472077012062073, + 0.054079391062259674, + 0.13903971016407013, + 0.08596246689558029, + 0.1615040898323059 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.0620407797396183 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two dragon boats racing side by side in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the left-hand boat's hull a saturated crimson color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rival boat's hull a vibrant imperial yellow color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera moving swiftly yet steadily to track the boats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a vibrant, hand-drawn animation with bold ink lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002820206806063652 + ], + "opposite_logprob_tokens": [ + -5.877820014953613 + ], + "logprob_reward": -0.002820206806063652, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002820206806063652, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13845302164554596, + 0.0988619327545166, + 0.038722530007362366, + 0.15420885384082794, + 0.0614788681268692, + 0.047113340348005295, + 0.07596718519926071, + 0.09310244768857956, + 0.058863863348960876, + 0.23322798311710358 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.002820206806063652 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic low-angle tracking shot captures two magnificent dragon boats racing side by side, capturing them neck and neck in a fierce competition. The entire scene comes to life in a vibrant, hand-drawn style reminiscent of high-energy animation. The camera moves swiftly yet steadily, keeping pace with the boats as they jockey for position in the churning, stylized water. The left-hand boat's hull is a saturated crimson, while its rival's is a vibrant imperial yellow, both adorned with meticulously rendered gold and green scales. Their fierce, sculpted dragon-headed prows, bared teeth and glaring eyes, seem to propel them forward with every powerful stroke of the oarsmen. Within each boat, a team of athletes, depicted in bold, expressive ink lines, moves in perfect and powerful sync, their muscles tense and faces set in grim determination. Their oars plunge deep into the azure water, creating explosions of white foam and vibrant speed lines that emphasize the raw power of their movements. The water itself is a turbulent blend of deep blue and green, its surface broken by dynamic, hand-drawn waves and spray. In the background, the sun-drenched riverbank, packed with cheering crowds, presents a colorful, impressionistic blur of movement and excitement. Bright, direct sunlight makes the bold, saturated colors of the boats and water burst, creating a high-contrast, visually dynamic atmosphere filled with the intense energy of the race.", + "seed": 8336, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_13/index_3425_seed_8336_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03746888395398855, + "vlm_logprob": -0.03746888395398855, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.03746888395398855, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two dragon boats racing side by side in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the left-hand boat's hull a saturated crimson color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rival boat's hull a vibrant imperial yellow color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera moving swiftly yet steadily to track the boats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a vibrant, hand-drawn animation with bold ink lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01164354756474495 + ], + "opposite_logprob_tokens": [ + -4.511643409729004 + ], + "logprob_reward": -0.01164354756474495, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01164354756474495, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05922512337565422, + 0.012680471874773502, + 0.008500928990542889, + 0.13195647299289703, + 0.03807120397686958, + 0.04524390026926994, + 0.6719589233398438, + 0.007635958027094603, + 0.013369818218052387, + 0.01135719008743763 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.01164354756474495 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two dragon boats racing side by side in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the left-hand boat's hull a saturated crimson color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rival boat's hull a vibrant imperial yellow color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera moving swiftly yet steadily to track the boats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a vibrant, hand-drawn animation with bold ink lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038132987916469574 + ], + "opposite_logprob_tokens": [ + -3.288132905960083 + ], + "logprob_reward": -0.038132987916469574, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038132987916469574, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03544530272483826, + 0.03044036030769348, + 0.008891367353498936, + 0.2747938334941864, + 0.032254382967948914, + 0.05457990989089012, + 0.47865578532218933, + 0.026683883741497993, + 0.01563650742173195, + 0.042618684470653534 + ], + "top_frames": [ + 6, + 3, + 5 + ], + "selected_reward": -0.038132987916469574 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two dragon boats racing side by side in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the left-hand boat's hull a saturated crimson color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rival boat's hull a vibrant imperial yellow color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera moving swiftly yet steadily to track the boats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a vibrant, hand-drawn animation with bold ink lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05498509854078293 + ], + "opposite_logprob_tokens": [ + -2.9299850463867188 + ], + "logprob_reward": -0.05498509854078293, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05498509854078293, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11360025405883789, + 0.05941178277134895, + 0.029631871730089188, + 0.21433140337467194, + 0.10702508687973022, + 0.04444168135523796, + 0.34128516912460327, + 0.03641015291213989, + 0.033009160310029984, + 0.020853454247117043 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.05498509854078293 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two dragon boats racing side by side in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the left-hand boat's hull a saturated crimson color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rival boat's hull a vibrant imperial yellow color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera moving swiftly yet steadily to track the boats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a vibrant, hand-drawn animation with bold ink lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0789676308631897 + ], + "opposite_logprob_tokens": [ + -2.578967571258545 + ], + "logprob_reward": -0.0789676308631897, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0789676308631897, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06594906002283096, + 0.26047512888908386, + 0.02148040011525154, + 0.034835558384656906, + 0.21475552022457123, + 0.034075479954481125, + 0.28619495034217834, + 0.02611834742128849, + 0.03448857367038727, + 0.021627025678753853 + ], + "top_frames": [ + 6, + 1, + 4 + ], + "selected_reward": -0.0789676308631897 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two dragon boats racing side by side in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the left-hand boat's hull a saturated crimson color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rival boat's hull a vibrant imperial yellow color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera moving swiftly yet steadily to track the boats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a vibrant, hand-drawn animation with bold ink lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036151548847556114 + ], + "opposite_logprob_tokens": [ + -5.628615379333496 + ], + "logprob_reward": -0.0036151548847556114, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036151548847556114, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04289829730987549, + 0.016865389421582222, + 0.008152276277542114, + 0.38841134309768677, + 0.05380944162607193, + 0.025358669459819794, + 0.38078147172927856, + 0.05805840715765953, + 0.01309321727603674, + 0.012571534141898155 + ], + "top_frames": [ + 3, + 6, + 7 + ], + "selected_reward": -0.0036151548847556114 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_14/index_tensor([1504, 1504])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_14/index_tensor([1504, 1504])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e92e8bc33fd34c19fcb1e43078d37e5644dc4911 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_14/index_tensor([1504, 1504])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Unfolding in an ultra-detailed artistic style, this mesmerizing time-lapse, captured from static, ground-level macro footage, immerses the viewer in the scene. The camera closely follows a gnarled ginseng root, shaped like a sleeping figure with twisted limbs, nestled in dark, rich, fertile soil dotted with tiny pebbles. A soft beam of light penetrates the darkness from above, creating a dramatic black-and-white contrast effect that meticulously highlights the root's woody, fibrous skin, deep cracks, and tiny root hairs. Crystal-like water droplets begin to fall in a rhythmic, deliberate sequence, impacting the soil and roots; each drop glints like a gem in the light before being greedily absorbed, darkening the earth and tracing a shimmering path along the root's contours. As time passes faster, the root visibly plumps and swells with latent energy, its color deepening to a healthier, more saturated brown. The sequence climaxes when the surface of the soil just above the root “head” begins to crack and bulge, and then a tiny, vibrant green sprout miraculously forces its way through the earth, steadily pushing upward and unfolding two tiny, shimmering cotyledons that catch the light, creating an atmosphere of quiet yet profound wonder at the powerful magic of life renewal.", + "seed": 1071, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_14/index_1504_seed_1071_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04345019599422813, + "vlm_logprob": -0.04345019599422813, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.04345019599422813, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a static, ground-level macro perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a gnarled ginseng root shaped like a sleeping figure with twisted limbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a soft beam of light creating a black-and-white contrast effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do crystal-like water droplets fall rhythmically, glint like gems, and darken the soil upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the root swelling and a tiny green sprout pushing upward to unfold two cotyledons?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02917051687836647 + ], + "opposite_logprob_tokens": [ + -4.029170513153076 + ], + "logprob_reward": -0.02917051687836647, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.02917051687836647, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17004384100437164, + 0.1126394122838974, + 0.1469336301088333, + 0.1891101449728012, + 0.04493844881653786, + 0.0646662786602974, + 0.10734893381595612, + 0.015175634995102882, + 0.028841517865657806, + 0.12030213326215744 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.02917051687836647 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a static, ground-level macro perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a gnarled ginseng root shaped like a sleeping figure with twisted limbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a soft beam of light creating a black-and-white contrast effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do crystal-like water droplets fall rhythmically, glint like gems, and darken the soil upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the root swelling and a tiny green sprout pushing upward to unfold two cotyledons?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020598189905285835 + ], + "opposite_logprob_tokens": [ + -3.8955981731414795 + ], + "logprob_reward": -0.020598189905285835, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020598189905285835, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.061350833624601364, + 0.03936440497636795, + 0.16556504368782043, + 0.12758325040340424, + 0.10766790062189102, + 0.06138300895690918, + 0.21300680935382843, + 0.046844154596328735, + 0.04270486161112785, + 0.13452975451946259 + ], + "top_frames": [ + 6, + 2, + 9 + ], + "selected_reward": -0.020598189905285835 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a static, ground-level macro perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a gnarled ginseng root shaped like a sleeping figure with twisted limbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a soft beam of light creating a black-and-white contrast effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do crystal-like water droplets fall rhythmically, glint like gems, and darken the soil upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the root swelling and a tiny green sprout pushing upward to unfold two cotyledons?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12704847753047943 + ], + "opposite_logprob_tokens": [ + -2.1270484924316406 + ], + "logprob_reward": -0.12704847753047943, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12704847753047943, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10083130747079849, + 0.10029157251119614, + 0.22120270133018494, + 0.031219473108649254, + 0.06614533066749573, + 0.04506038874387741, + 0.10889151692390442, + 0.14468733966350555, + 0.0652434304356575, + 0.11642693728208542 + ], + "top_frames": [ + 2, + 7, + 9 + ], + "selected_reward": -0.12704847753047943 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a static, ground-level macro perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a gnarled ginseng root shaped like a sleeping figure with twisted limbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a soft beam of light creating a black-and-white contrast effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do crystal-like water droplets fall rhythmically, glint like gems, and darken the soil upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the root swelling and a tiny green sprout pushing upward to unfold two cotyledons?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006739267613738775 + ], + "opposite_logprob_tokens": [ + -5.006739139556885 + ], + "logprob_reward": -0.006739267613738775, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006739267613738775, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07091226428747177, + 0.15377065539360046, + 0.15908510982990265, + 0.09890370070934296, + 0.04459116980433464, + 0.06508410722017288, + 0.16248410940170288, + 0.04900280386209488, + 0.10316040366888046, + 0.0930057018995285 + ], + "top_frames": [ + 6, + 2, + 1 + ], + "selected_reward": -0.006739267613738775 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a static, ground-level macro perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a gnarled ginseng root shaped like a sleeping figure with twisted limbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a soft beam of light creating a black-and-white contrast effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do crystal-like water droplets fall rhythmically, glint like gems, and darken the soil upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the root swelling and a tiny green sprout pushing upward to unfold two cotyledons?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369452804327011 + ], + "opposite_logprob_tokens": [ + -3.4086945056915283 + ], + "logprob_reward": -0.03369452804327011, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369452804327011, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.041640374809503555, + 0.03472139686346054, + 0.04563917592167854, + 0.13879895210266113, + 0.028364023193717003, + 0.01899752952158451, + 0.30243948101997375, + 0.12560108304023743, + 0.21843864023685455, + 0.04535935819149017 + ], + "top_frames": [ + 6, + 8, + 3 + ], + "selected_reward": -0.03369452804327011 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Unfolding in an ultra-detailed artistic style, this mesmerizing time-lapse, captured from static, ground-level macro footage, immerses the viewer in the scene. The camera closely follows a gnarled ginseng root, shaped like a sleeping figure with twisted limbs, nestled in dark, rich, fertile soil dotted with tiny pebbles. A soft beam of light penetrates the darkness from above, creating a dramatic black-and-white contrast effect that meticulously highlights the root's woody, fibrous skin, deep cracks, and tiny root hairs. Crystal-like water droplets begin to fall in a rhythmic, deliberate sequence, impacting the soil and roots; each drop glints like a gem in the light before being greedily absorbed, darkening the earth and tracing a shimmering path along the root's contours. As time passes faster, the root visibly plumps and swells with latent energy, its color deepening to a healthier, more saturated brown. The sequence climaxes when the surface of the soil just above the root “head” begins to crack and bulge, and then a tiny, vibrant green sprout miraculously forces its way through the earth, steadily pushing upward and unfolding two tiny, shimmering cotyledons that catch the light, creating an atmosphere of quiet yet profound wonder at the powerful magic of life renewal.", + "seed": 1072, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_14/index_1504_seed_1072_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.19079816322773696, + "vlm_logprob": -0.19079816322773696, + "vlm_yes_no_margin": 2.7, + "vlm_token_credit": -0.19079816322773696, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a static, ground-level macro perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a gnarled ginseng root shaped like a sleeping figure with twisted limbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a soft beam of light creating a black-and-white contrast effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do crystal-like water droplets fall rhythmically, glint like gems, and darken the soil upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the root swelling and a tiny green sprout pushing upward to unfold two cotyledons?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0944681242108345 + ], + "opposite_logprob_tokens": [ + -2.844468116760254 + ], + "logprob_reward": -0.0944681242108345, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.0944681242108345, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22283709049224854, + 0.10837670415639877, + 0.13158018887043, + 0.12212277948856354, + 0.07595400512218475, + 0.02473336085677147, + 0.052545882761478424, + 0.12354633957147598, + 0.088791623711586, + 0.04951203614473343 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.0944681242108345 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a static, ground-level macro perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a gnarled ginseng root shaped like a sleeping figure with twisted limbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a soft beam of light creating a black-and-white contrast effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do crystal-like water droplets fall rhythmically, glint like gems, and darken the soil upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the root swelling and a tiny green sprout pushing upward to unfold two cotyledons?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05498340725898743 + ], + "opposite_logprob_tokens": [ + -2.929983377456665 + ], + "logprob_reward": -0.05498340725898743, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05498340725898743, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18621836602687836, + 0.12688441574573517, + 0.09073850512504578, + 0.18088211119174957, + 0.04337121546268463, + 0.02691599912941456, + 0.013569249771535397, + 0.04613553360104561, + 0.1173088401556015, + 0.16797570884227753 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.05498340725898743 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a static, ground-level macro perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a gnarled ginseng root shaped like a sleeping figure with twisted limbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a soft beam of light creating a black-and-white contrast effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do crystal-like water droplets fall rhythmically, glint like gems, and darken the soil upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the root swelling and a tiny green sprout pushing upward to unfold two cotyledons?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7577865719795227 + ], + "opposite_logprob_tokens": [ + -0.6327865719795227 + ], + "logprob_reward": -0.7577865719795227, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7577865719795227, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.25112074613571167, + 0.11056865006685257, + 0.08960024267435074, + 0.12063749134540558, + 0.1791336089372635, + 0.017382321879267693, + 0.06280193477869034, + 0.036006152629852295, + 0.03167279064655304, + 0.10107603669166565 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.7577865719795227 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a static, ground-level macro perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a gnarled ginseng root shaped like a sleeping figure with twisted limbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a soft beam of light creating a black-and-white contrast effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do crystal-like water droplets fall rhythmically, glint like gems, and darken the soil upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the root swelling and a tiny green sprout pushing upward to unfold two cotyledons?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811313584446907 + ], + "opposite_logprob_tokens": [ + -3.2881131172180176 + ], + "logprob_reward": -0.03811313584446907, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811313584446907, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10454174876213074, + 0.11341403424739838, + 0.1848093569278717, + 0.21766327321529388, + 0.07706647366285324, + 0.06231684610247612, + 0.08148487657308578, + 0.04454795643687248, + 0.050396669656038284, + 0.0637587383389473 + ], + "top_frames": [ + 3, + 2, + 1 + ], + "selected_reward": -0.03811313584446907 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a static, ground-level macro perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a gnarled ginseng root shaped like a sleeping figure with twisted limbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a soft beam of light creating a black-and-white contrast effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do crystal-like water droplets fall rhythmically, glint like gems, and darken the soil upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the root swelling and a tiny green sprout pushing upward to unfold two cotyledons?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008639576844871044 + ], + "opposite_logprob_tokens": [ + -4.758639812469482 + ], + "logprob_reward": -0.008639576844871044, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008639576844871044, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08020669221878052, + 0.05737176164984703, + 0.06333798915147781, + 0.12131217122077942, + 0.052010223269462585, + 0.08135268092155457, + 0.07165983319282532, + 0.3367118537425995, + 0.04933574050664902, + 0.08670106530189514 + ], + "top_frames": [ + 7, + 3, + 9 + ], + "selected_reward": -0.008639576844871044 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "Unfolding in an ultra-detailed artistic style, this mesmerizing time-lapse, captured from static, ground-level macro footage, immerses the viewer in the scene. The camera closely follows a gnarled ginseng root, shaped like a sleeping figure with twisted limbs, nestled in dark, rich, fertile soil dotted with tiny pebbles. A soft beam of light penetrates the darkness from above, creating a dramatic black-and-white contrast effect that meticulously highlights the root's woody, fibrous skin, deep cracks, and tiny root hairs. Crystal-like water droplets begin to fall in a rhythmic, deliberate sequence, impacting the soil and roots; each drop glints like a gem in the light before being greedily absorbed, darkening the earth and tracing a shimmering path along the root's contours. As time passes faster, the root visibly plumps and swells with latent energy, its color deepening to a healthier, more saturated brown. The sequence climaxes when the surface of the soil just above the root “head” begins to crack and bulge, and then a tiny, vibrant green sprout miraculously forces its way through the earth, steadily pushing upward and unfolding two tiny, shimmering cotyledons that catch the light, creating an atmosphere of quiet yet profound wonder at the powerful magic of life renewal.", + "seed": 1073, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_14/index_1504_seed_1073_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07432265551760793, + "vlm_logprob": -0.07432265551760793, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.07432265551760793, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a static, ground-level macro perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a gnarled ginseng root shaped like a sleeping figure with twisted limbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a soft beam of light creating a black-and-white contrast effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do crystal-like water droplets fall rhythmically, glint like gems, and darken the soil upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the root swelling and a tiny green sprout pushing upward to unfold two cotyledons?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18129666149616241 + ], + "opposite_logprob_tokens": [ + -1.931296706199646 + ], + "logprob_reward": -0.18129666149616241, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.18129666149616241, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25213778018951416, + 0.08532082289457321, + 0.03968034312129021, + 0.05095931515097618, + 0.06494878232479095, + 0.21806515753269196, + 0.051292791962623596, + 0.09745276719331741, + 0.053946226835250854, + 0.08619600534439087 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.18129666149616241 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a static, ground-level macro perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a gnarled ginseng root shaped like a sleeping figure with twisted limbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a soft beam of light creating a black-and-white contrast effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do crystal-like water droplets fall rhythmically, glint like gems, and darken the soil upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the root swelling and a tiny green sprout pushing upward to unfold two cotyledons?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005967774894088507 + ], + "opposite_logprob_tokens": [ + -5.130967617034912 + ], + "logprob_reward": -0.005967774894088507, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005967774894088507, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16009706258773804, + 0.05206669121980667, + 0.050580766052007675, + 0.04687388613820076, + 0.1672460287809372, + 0.17662343382835388, + 0.09717539697885513, + 0.07941274344921112, + 0.1070476621389389, + 0.06287635117769241 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.005967774894088507 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a static, ground-level macro perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a gnarled ginseng root shaped like a sleeping figure with twisted limbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a soft beam of light creating a black-and-white contrast effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do crystal-like water droplets fall rhythmically, glint like gems, and darken the soil upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the root swelling and a tiny green sprout pushing upward to unfold two cotyledons?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1603715568780899 + ], + "opposite_logprob_tokens": [ + -1.9103715419769287 + ], + "logprob_reward": -0.1603715568780899, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1603715568780899, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1546001434326172, + 0.0487375445663929, + 0.04298583045601845, + 0.049542106688022614, + 0.2989932596683502, + 0.1763964742422104, + 0.10168467462062836, + 0.049990974366664886, + 0.03842033073306084, + 0.03864867240190506 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.1603715568780899 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a static, ground-level macro perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a gnarled ginseng root shaped like a sleeping figure with twisted limbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a soft beam of light creating a black-and-white contrast effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do crystal-like water droplets fall rhythmically, glint like gems, and darken the soil upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the root swelling and a tiny green sprout pushing upward to unfold two cotyledons?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014198355376720428 + ], + "opposite_logprob_tokens": [ + -4.264198303222656 + ], + "logprob_reward": -0.014198355376720428, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014198355376720428, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06282283365726471, + 0.037623342126607895, + 0.024654051288962364, + 0.04313398152589798, + 0.6170248985290527, + 0.0663287565112114, + 0.026173099875450134, + 0.047746166586875916, + 0.022031940519809723, + 0.0524609237909317 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.014198355376720428 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a static, ground-level macro perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a gnarled ginseng root shaped like a sleeping figure with twisted limbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a soft beam of light creating a black-and-white contrast effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do crystal-like water droplets fall rhythmically, glint like gems, and darken the soil upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the root swelling and a tiny green sprout pushing upward to unfold two cotyledons?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009778928942978382 + ], + "opposite_logprob_tokens": [ + -4.63477897644043 + ], + "logprob_reward": -0.009778928942978382, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009778928942978382, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07361932843923569, + 0.0386429987847805, + 0.05834929645061493, + 0.030561476945877075, + 0.22401325404644012, + 0.1466166377067566, + 0.19020257890224457, + 0.05095980316400528, + 0.11155802756547928, + 0.07547660917043686 + ], + "top_frames": [ + 4, + 6, + 5 + ], + "selected_reward": -0.009778928942978382 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Unfolding in an ultra-detailed artistic style, this mesmerizing time-lapse, captured from static, ground-level macro footage, immerses the viewer in the scene. The camera closely follows a gnarled ginseng root, shaped like a sleeping figure with twisted limbs, nestled in dark, rich, fertile soil dotted with tiny pebbles. A soft beam of light penetrates the darkness from above, creating a dramatic black-and-white contrast effect that meticulously highlights the root's woody, fibrous skin, deep cracks, and tiny root hairs. Crystal-like water droplets begin to fall in a rhythmic, deliberate sequence, impacting the soil and roots; each drop glints like a gem in the light before being greedily absorbed, darkening the earth and tracing a shimmering path along the root's contours. As time passes faster, the root visibly plumps and swells with latent energy, its color deepening to a healthier, more saturated brown. The sequence climaxes when the surface of the soil just above the root “head” begins to crack and bulge, and then a tiny, vibrant green sprout miraculously forces its way through the earth, steadily pushing upward and unfolding two tiny, shimmering cotyledons that catch the light, creating an atmosphere of quiet yet profound wonder at the powerful magic of life renewal.", + "seed": 1074, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_14/index_1504_seed_1074_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07402037493884564, + "vlm_logprob": -0.07402037493884564, + "vlm_yes_no_margin": 2.95, + "vlm_token_credit": -0.07402037493884564, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a static, ground-level macro perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a gnarled ginseng root shaped like a sleeping figure with twisted limbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a soft beam of light creating a black-and-white contrast effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do crystal-like water droplets fall rhythmically, glint like gems, and darken the soil upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the root swelling and a tiny green sprout pushing upward to unfold two cotyledons?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0346451960504055 + ], + "opposite_logprob_tokens": [ + -4.284645080566406 + ], + "logprob_reward": -0.0346451960504055, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.0346451960504055, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25409215688705444, + 0.11988591402769089, + 0.1845802515745163, + 0.056419264525175095, + 0.0684923455119133, + 0.03619268909096718, + 0.13323760032653809, + 0.03978348150849342, + 0.08537217229604721, + 0.021944183856248856 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.0346451960504055 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a static, ground-level macro perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a gnarled ginseng root shaped like a sleeping figure with twisted limbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a soft beam of light creating a black-and-white contrast effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do crystal-like water droplets fall rhythmically, glint like gems, and darken the soil upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the root swelling and a tiny green sprout pushing upward to unfold two cotyledons?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026374178007245064 + ], + "opposite_logprob_tokens": [ + -3.651374101638794 + ], + "logprob_reward": -0.026374178007245064, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026374178007245064, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23533305525779724, + 0.2073310762643814, + 0.10995668917894363, + 0.17712736129760742, + 0.05712682753801346, + 0.054109521210193634, + 0.0357917882502079, + 0.028812814503908157, + 0.05967079848051071, + 0.034740183502435684 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.026374178007245064 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a static, ground-level macro perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a gnarled ginseng root shaped like a sleeping figure with twisted limbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a soft beam of light creating a black-and-white contrast effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do crystal-like water droplets fall rhythmically, glint like gems, and darken the soil upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the root swelling and a tiny green sprout pushing upward to unfold two cotyledons?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270589679479599 + ], + "opposite_logprob_tokens": [ + -2.127058982849121 + ], + "logprob_reward": -0.1270589679479599, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270589679479599, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33342283964157104, + 0.10253006219863892, + 0.0869746208190918, + 0.04536522924900055, + 0.19167651236057281, + 0.059432681649923325, + 0.09152410924434662, + 0.0265958309173584, + 0.04291296750307083, + 0.019565105438232422 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.1270589679479599 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a static, ground-level macro perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a gnarled ginseng root shaped like a sleeping figure with twisted limbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a soft beam of light creating a black-and-white contrast effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do crystal-like water droplets fall rhythmically, glint like gems, and darken the soil upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the root swelling and a tiny green sprout pushing upward to unfold two cotyledons?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496907979249954 + ], + "opposite_logprob_tokens": [ + -2.929969072341919 + ], + "logprob_reward": -0.05496907979249954, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496907979249954, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19911441206932068, + 0.26726678013801575, + 0.07811547070741653, + 0.036710746586322784, + 0.12777243554592133, + 0.03758654370903969, + 0.08865966647863388, + 0.034044049680233, + 0.08990181982517242, + 0.04082803055644035 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.05496907979249954 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a static, ground-level macro perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a gnarled ginseng root shaped like a sleeping figure with twisted limbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a soft beam of light creating a black-and-white contrast effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do crystal-like water droplets fall rhythmically, glint like gems, and darken the soil upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the root swelling and a tiny green sprout pushing upward to unfold two cotyledons?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12705445289611816 + ], + "opposite_logprob_tokens": [ + -2.127054452896118 + ], + "logprob_reward": -0.12705445289611816, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12705445289611816, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11984868347644806, + 0.17246080935001373, + 0.08996416628360748, + 0.059182703495025635, + 0.14184172451496124, + 0.1313558965921402, + 0.07959829270839691, + 0.044791243970394135, + 0.12464389950037003, + 0.03631257265806198 + ], + "top_frames": [ + 1, + 4, + 5 + ], + "selected_reward": -0.12705445289611816 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_15/index_tensor([1530, 1530])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_15/index_tensor([1530, 1530])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..07b5fb87695080fcbe6443d70f55627f6bc82c67 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_15/index_tensor([1530, 1530])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, low-angle, wide shot, rendered in hyper-realistic 8K high-resolution CGI animation, establishes the immensity of a desolate alien world under the harsh, overexposed glare of twin suns suspended in a pale, wispy sky. At the center of the frame stands a hulking, bipedal primitive, its form a terrifying fusion of sinew and armor, its body covered in overlapping, shifting bony plates with a chalky, weathered texture that delicately rub against one another. As it raises a massive claw, the muscles beneath its leathery, dark-gray skin strain with immense force. A vibrant green essence begins to pulse rhythmically from its limbs, and light seeps through a network of cracks, casting an unnatural glow on its obsidian claws. With a swift, decisive downward arc, the creature slams its energetic fist into a discarded piece of machinery half-buried in ochre dust. The incredible force of the impact instantly shatters the rusted, angular metal frame, creating a realistic deformation of twisted steel. Dazzling metallic sparks erupt violently from the point of contact, each individual particle arcing in blinding light while green energy is released in dazzling flashes, creating a tense and powerful atmosphere that emphasizes the raw, untamed power of this alien behemoth.", + "seed": 11219, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_15/index_1530_seed_11219_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.12357518919743597, + "vlm_logprob": -0.12357518919743597, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.12357518919743597, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle, wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a desolate alien world under the glare of twin suns in a pale, wispy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a hulking bipedal creature with chalky, weathered bony plates and dark-gray skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature slam its fist into a discarded piece of machinery, causing it to shatter and emit metallic sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a vibrant green essence pulsing from the creature's limbs and casting an unnatural glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5320244431495667 + ], + "opposite_logprob_tokens": [ + -0.9070244431495667 + ], + "logprob_reward": -0.5320244431495667, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5320244431495667, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22787129878997803, + 0.14632302522659302, + 0.04384509474039078, + 0.09507526457309723, + 0.11389389634132385, + 0.06555554270744324, + 0.04316094517707825, + 0.09718596190214157, + 0.08783363550901413, + 0.07925533503293991 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.5320244431495667 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle, wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a desolate alien world under the glare of twin suns in a pale, wispy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a hulking bipedal creature with chalky, weathered bony plates and dark-gray skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature slam its fist into a discarded piece of machinery, causing it to shatter and emit metallic sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a vibrant green essence pulsing from the creature's limbs and casting an unnatural glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03813597187399864 + ], + "opposite_logprob_tokens": [ + -3.2881360054016113 + ], + "logprob_reward": -0.03813597187399864, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03813597187399864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6801192760467529, + 0.02345866523683071, + 0.02946840226650238, + 0.025548210367560387, + 0.03727906942367554, + 0.05504605174064636, + 0.058707088232040405, + 0.02056787721812725, + 0.022641681134700775, + 0.047163575887680054 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.03813597187399864 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle, wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a desolate alien world under the glare of twin suns in a pale, wispy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a hulking bipedal creature with chalky, weathered bony plates and dark-gray skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature slam its fist into a discarded piece of machinery, causing it to shatter and emit metallic sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a vibrant green essence pulsing from the creature's limbs and casting an unnatural glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818554848432541 + ], + "opposite_logprob_tokens": [ + -4.018185615539551 + ], + "logprob_reward": -0.01818554848432541, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818554848432541, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07644572108983994, + 0.1743394434452057, + 0.1302674114704132, + 0.06366507709026337, + 0.14751967787742615, + 0.13206475973129272, + 0.07897315919399261, + 0.038571834564208984, + 0.049839042127132416, + 0.10831388831138611 + ], + "top_frames": [ + 1, + 4, + 5 + ], + "selected_reward": -0.01818554848432541 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle, wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a desolate alien world under the glare of twin suns in a pale, wispy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a hulking bipedal creature with chalky, weathered bony plates and dark-gray skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature slam its fist into a discarded piece of machinery, causing it to shatter and emit metallic sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a vibrant green essence pulsing from the creature's limbs and casting an unnatural glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026340622454881668 + ], + "opposite_logprob_tokens": [ + -3.6513407230377197 + ], + "logprob_reward": -0.026340622454881668, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026340622454881668, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10012676566839218, + 0.03985407575964928, + 0.07617537677288055, + 0.07549161463975906, + 0.27580270171165466, + 0.09512504190206528, + 0.040113046765327454, + 0.12331652641296387, + 0.1345624029636383, + 0.03943241015076637 + ], + "top_frames": [ + 4, + 8, + 7 + ], + "selected_reward": -0.026340622454881668 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle, wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a desolate alien world under the glare of twin suns in a pale, wispy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a hulking bipedal creature with chalky, weathered bony plates and dark-gray skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature slam its fist into a discarded piece of machinery, causing it to shatter and emit metallic sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a vibrant green essence pulsing from the creature's limbs and casting an unnatural glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003189360024407506 + ], + "opposite_logprob_tokens": [ + -5.753189563751221 + ], + "logprob_reward": -0.003189360024407506, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003189360024407506, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22256222367286682, + 0.05293509364128113, + 0.08190272748470306, + 0.06429680436849594, + 0.0938260480761528, + 0.04020724445581436, + 0.058964356780052185, + 0.10488642007112503, + 0.05630071088671684, + 0.22411835193634033 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.003189360024407506 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle, wide shot, rendered in hyper-realistic 8K high-resolution CGI animation, establishes the immensity of a desolate alien world under the harsh, overexposed glare of twin suns suspended in a pale, wispy sky. At the center of the frame stands a hulking, bipedal primitive, its form a terrifying fusion of sinew and armor, its body covered in overlapping, shifting bony plates with a chalky, weathered texture that delicately rub against one another. As it raises a massive claw, the muscles beneath its leathery, dark-gray skin strain with immense force. A vibrant green essence begins to pulse rhythmically from its limbs, and light seeps through a network of cracks, casting an unnatural glow on its obsidian claws. With a swift, decisive downward arc, the creature slams its energetic fist into a discarded piece of machinery half-buried in ochre dust. The incredible force of the impact instantly shatters the rusted, angular metal frame, creating a realistic deformation of twisted steel. Dazzling metallic sparks erupt violently from the point of contact, each individual particle arcing in blinding light while green energy is released in dazzling flashes, creating a tense and powerful atmosphere that emphasizes the raw, untamed power of this alien behemoth.", + "seed": 11220, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_15/index_1530_seed_11220_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.09117612848058343, + "vlm_logprob": -0.09117612848058343, + "vlm_yes_no_margin": 3.325, + "vlm_token_credit": -0.09117612848058343, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle, wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a desolate alien world under the glare of twin suns in a pale, wispy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a hulking bipedal creature with chalky, weathered bony plates and dark-gray skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature slam its fist into a discarded piece of machinery, causing it to shatter and emit metallic sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a vibrant green essence pulsing from the creature's limbs and casting an unnatural glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2767902910709381 + ], + "opposite_logprob_tokens": [ + -1.5267902612686157 + ], + "logprob_reward": -0.2767902910709381, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2767902910709381, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26836684346199036, + 0.061637572944164276, + 0.07786265015602112, + 0.05615746229887009, + 0.05915828421711922, + 0.07169759273529053, + 0.14251133799552917, + 0.06369222700595856, + 0.14719055593013763, + 0.051725491881370544 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.2767902910709381 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle, wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a desolate alien world under the glare of twin suns in a pale, wispy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a hulking bipedal creature with chalky, weathered bony plates and dark-gray skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature slam its fist into a discarded piece of machinery, causing it to shatter and emit metallic sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a vibrant green essence pulsing from the creature's limbs and casting an unnatural glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12710601091384888 + ], + "opposite_logprob_tokens": [ + -2.127105951309204 + ], + "logprob_reward": -0.12710601091384888, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12710601091384888, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23163704574108124, + 0.11194481700658798, + 0.21803882718086243, + 0.05074460431933403, + 0.014626437798142433, + 0.12241660058498383, + 0.09213846176862717, + 0.03199540451169014, + 0.10113850235939026, + 0.025319324806332588 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.12710601091384888 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle, wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a desolate alien world under the glare of twin suns in a pale, wispy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a hulking bipedal creature with chalky, weathered bony plates and dark-gray skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature slam its fist into a discarded piece of machinery, causing it to shatter and emit metallic sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a vibrant green essence pulsing from the creature's limbs and casting an unnatural glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978671945631504 + ], + "opposite_logprob_tokens": [ + -4.634786605834961 + ], + "logprob_reward": -0.00978671945631504, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978671945631504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2681834399700165, + 0.04949389025568962, + 0.2403138279914856, + 0.03510020673274994, + 0.02783960849046707, + 0.052908506244421005, + 0.0637848749756813, + 0.052643612027168274, + 0.17650143802165985, + 0.033230625092983246 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.00978671945631504 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle, wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a desolate alien world under the glare of twin suns in a pale, wispy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a hulking bipedal creature with chalky, weathered bony plates and dark-gray skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature slam its fist into a discarded piece of machinery, causing it to shatter and emit metallic sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a vibrant green essence pulsing from the creature's limbs and casting an unnatural glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810212016105652 + ], + "opposite_logprob_tokens": [ + -3.288102149963379 + ], + "logprob_reward": -0.03810212016105652, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810212016105652, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2517949938774109, + 0.08707704395055771, + 0.18025082349777222, + 0.12287402153015137, + 0.0545026920735836, + 0.04664089158177376, + 0.03659946843981743, + 0.03261746093630791, + 0.14167623221874237, + 0.04596639424562454 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.03810212016105652 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle, wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a desolate alien world under the glare of twin suns in a pale, wispy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a hulking bipedal creature with chalky, weathered bony plates and dark-gray skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature slam its fist into a discarded piece of machinery, causing it to shatter and emit metallic sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a vibrant green essence pulsing from the creature's limbs and casting an unnatural glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0040955008007586 + ], + "opposite_logprob_tokens": [ + -5.504095554351807 + ], + "logprob_reward": -0.0040955008007586, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0040955008007586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.057445697486400604, + 0.02677462063729763, + 0.03803835064172745, + 0.030762288719415665, + 0.030140018090605736, + 0.039465002715587616, + 0.038593046367168427, + 0.04589321091771126, + 0.657738208770752, + 0.0351494625210762 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.0040955008007586 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle, wide shot, rendered in hyper-realistic 8K high-resolution CGI animation, establishes the immensity of a desolate alien world under the harsh, overexposed glare of twin suns suspended in a pale, wispy sky. At the center of the frame stands a hulking, bipedal primitive, its form a terrifying fusion of sinew and armor, its body covered in overlapping, shifting bony plates with a chalky, weathered texture that delicately rub against one another. As it raises a massive claw, the muscles beneath its leathery, dark-gray skin strain with immense force. A vibrant green essence begins to pulse rhythmically from its limbs, and light seeps through a network of cracks, casting an unnatural glow on its obsidian claws. With a swift, decisive downward arc, the creature slams its energetic fist into a discarded piece of machinery half-buried in ochre dust. The incredible force of the impact instantly shatters the rusted, angular metal frame, creating a realistic deformation of twisted steel. Dazzling metallic sparks erupt violently from the point of contact, each individual particle arcing in blinding light while green energy is released in dazzling flashes, creating a tense and powerful atmosphere that emphasizes the raw, untamed power of this alien behemoth.", + "seed": 11221, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_15/index_1530_seed_11221_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07530270544812083, + "vlm_logprob": -0.07530270544812083, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.07530270544812083, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle, wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a desolate alien world under the glare of twin suns in a pale, wispy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a hulking bipedal creature with chalky, weathered bony plates and dark-gray skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature slam its fist into a discarded piece of machinery, causing it to shatter and emit metallic sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a vibrant green essence pulsing from the creature's limbs and casting an unnatural glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.21739241480827332 + ], + "opposite_logprob_tokens": [ + -1.7173924446105957 + ], + "logprob_reward": -0.21739241480827332, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.21739241480827332, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18657319247722626, + 0.1441851109266281, + 0.2294490784406662, + 0.13859349489212036, + 0.07671097666025162, + 0.029668718576431274, + 0.03712397441267967, + 0.08944358676671982, + 0.03568453714251518, + 0.03256731107831001 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.21739241480827332 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle, wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a desolate alien world under the glare of twin suns in a pale, wispy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a hulking bipedal creature with chalky, weathered bony plates and dark-gray skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature slam its fist into a discarded piece of machinery, causing it to shatter and emit metallic sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a vibrant green essence pulsing from the creature's limbs and casting an unnatural glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10035334527492523 + ], + "opposite_logprob_tokens": [ + -2.350353240966797 + ], + "logprob_reward": -0.10035334527492523, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10035334527492523, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.048074111342430115, + 0.1117437407374382, + 0.16248682141304016, + 0.19923481345176697, + 0.06911755353212357, + 0.03229226544499397, + 0.2051040381193161, + 0.1274038553237915, + 0.028501315042376518, + 0.016041448339819908 + ], + "top_frames": [ + 6, + 3, + 2 + ], + "selected_reward": -0.10035334527492523 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle, wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a desolate alien world under the glare of twin suns in a pale, wispy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a hulking bipedal creature with chalky, weathered bony plates and dark-gray skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature slam its fist into a discarded piece of machinery, causing it to shatter and emit metallic sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a vibrant green essence pulsing from the creature's limbs and casting an unnatural glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007633090019226074 + ], + "opposite_logprob_tokens": [ + -4.882633209228516 + ], + "logprob_reward": -0.007633090019226074, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007633090019226074, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1532842069864273, + 0.0997404083609581, + 0.2902962863445282, + 0.06741372495889664, + 0.1158657968044281, + 0.03216031938791275, + 0.09485383331775665, + 0.040607254952192307, + 0.040215104818344116, + 0.06556303054094315 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.007633090019226074 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle, wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a desolate alien world under the glare of twin suns in a pale, wispy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a hulking bipedal creature with chalky, weathered bony plates and dark-gray skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature slam its fist into a discarded piece of machinery, causing it to shatter and emit metallic sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a vibrant green essence pulsing from the creature's limbs and casting an unnatural glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864796623587608 + ], + "opposite_logprob_tokens": [ + -3.048647880554199 + ], + "logprob_reward": -0.04864796623587608, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864796623587608, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0499408021569252, + 0.03775099292397499, + 0.05798816308379173, + 0.046796899288892746, + 0.17795294523239136, + 0.09128083288669586, + 0.24989654123783112, + 0.0494324192404747, + 0.0842476487159729, + 0.15471279621124268 + ], + "top_frames": [ + 6, + 4, + 9 + ], + "selected_reward": -0.04864796623587608 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle, wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a desolate alien world under the glare of twin suns in a pale, wispy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a hulking bipedal creature with chalky, weathered bony plates and dark-gray skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature slam its fist into a discarded piece of machinery, causing it to shatter and emit metallic sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a vibrant green essence pulsing from the creature's limbs and casting an unnatural glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024867109023034573 + ], + "opposite_logprob_tokens": [ + -6.002486705780029 + ], + "logprob_reward": -0.0024867109023034573, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024867109023034573, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07505298405885696, + 0.10382315516471863, + 0.13282835483551025, + 0.0474054291844368, + 0.14536361396312714, + 0.07344218343496323, + 0.19424374401569366, + 0.06472444534301758, + 0.06916346400976181, + 0.09395260363817215 + ], + "top_frames": [ + 6, + 4, + 2 + ], + "selected_reward": -0.0024867109023034573 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle, wide shot, rendered in hyper-realistic 8K high-resolution CGI animation, establishes the immensity of a desolate alien world under the harsh, overexposed glare of twin suns suspended in a pale, wispy sky. At the center of the frame stands a hulking, bipedal primitive, its form a terrifying fusion of sinew and armor, its body covered in overlapping, shifting bony plates with a chalky, weathered texture that delicately rub against one another. As it raises a massive claw, the muscles beneath its leathery, dark-gray skin strain with immense force. A vibrant green essence begins to pulse rhythmically from its limbs, and light seeps through a network of cracks, casting an unnatural glow on its obsidian claws. With a swift, decisive downward arc, the creature slams its energetic fist into a discarded piece of machinery half-buried in ochre dust. The incredible force of the impact instantly shatters the rusted, angular metal frame, creating a realistic deformation of twisted steel. Dazzling metallic sparks erupt violently from the point of contact, each individual particle arcing in blinding light while green energy is released in dazzling flashes, creating a tense and powerful atmosphere that emphasizes the raw, untamed power of this alien behemoth.", + "seed": 11222, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_15/index_1530_seed_11222_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.11263198452070355, + "vlm_logprob": -0.11263198452070355, + "vlm_yes_no_margin": 3.5999999940395355, + "vlm_token_credit": -0.11263198452070355, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle, wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a desolate alien world under the glare of twin suns in a pale, wispy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a hulking bipedal creature with chalky, weathered bony plates and dark-gray skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature slam its fist into a discarded piece of machinery, causing it to shatter and emit metallic sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a vibrant green essence pulsing from the creature's limbs and casting an unnatural glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.49574509263038635 + ], + "opposite_logprob_tokens": [ + -0.995745062828064 + ], + "logprob_reward": -0.49574509263038635, + "yes_no_margin_reward": 0.4999999701976776, + "token_credit_reward": -0.49574509263038635, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10975456982851028, + 0.03541132062673569, + 0.08347700536251068, + 0.0705907940864563, + 0.07545533776283264, + 0.0716160461306572, + 0.13516470789909363, + 0.08768986165523529, + 0.24057665467262268, + 0.09026370197534561 + ], + "top_frames": [ + 8, + 6, + 0 + ], + "selected_reward": -0.49574509263038635 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle, wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a desolate alien world under the glare of twin suns in a pale, wispy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a hulking bipedal creature with chalky, weathered bony plates and dark-gray skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature slam its fist into a discarded piece of machinery, causing it to shatter and emit metallic sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a vibrant green essence pulsing from the creature's limbs and casting an unnatural glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02984807640314102 + ], + "opposite_logprob_tokens": [ + -3.529848098754883 + ], + "logprob_reward": -0.02984807640314102, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02984807640314102, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19938480854034424, + 0.056772585958242416, + 0.06468897312879562, + 0.09462761133909225, + 0.02925984375178814, + 0.05681401118636131, + 0.18682432174682617, + 0.1433766484260559, + 0.0893867239356041, + 0.07886447012424469 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.02984807640314102 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle, wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a desolate alien world under the glare of twin suns in a pale, wispy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a hulking bipedal creature with chalky, weathered bony plates and dark-gray skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature slam its fist into a discarded piece of machinery, causing it to shatter and emit metallic sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a vibrant green essence pulsing from the creature's limbs and casting an unnatural glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011082286946475506 + ], + "opposite_logprob_tokens": [ + -4.511082172393799 + ], + "logprob_reward": -0.011082286946475506, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011082286946475506, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08726496994495392, + 0.030583199113607407, + 0.09972379356622696, + 0.192483052611351, + 0.12721242010593414, + 0.052959851920604706, + 0.05518282577395439, + 0.025508493185043335, + 0.0962870866060257, + 0.23279432952404022 + ], + "top_frames": [ + 9, + 3, + 4 + ], + "selected_reward": -0.011082286946475506 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle, wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a desolate alien world under the glare of twin suns in a pale, wispy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a hulking bipedal creature with chalky, weathered bony plates and dark-gray skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature slam its fist into a discarded piece of machinery, causing it to shatter and emit metallic sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a vibrant green essence pulsing from the creature's limbs and casting an unnatural glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023292848840355873 + ], + "opposite_logprob_tokens": [ + -3.7732927799224854 + ], + "logprob_reward": -0.023292848840355873, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023292848840355873, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06066906079649925, + 0.020546333864331245, + 0.024769991636276245, + 0.09912210702896118, + 0.37474048137664795, + 0.07728130370378494, + 0.09376916289329529, + 0.02914971113204956, + 0.0322985015809536, + 0.1876533478498459 + ], + "top_frames": [ + 4, + 9, + 3 + ], + "selected_reward": -0.023292848840355873 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle, wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a desolate alien world under the glare of twin suns in a pale, wispy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a hulking bipedal creature with chalky, weathered bony plates and dark-gray skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the creature slam its fist into a discarded piece of machinery, causing it to shatter and emit metallic sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a vibrant green essence pulsing from the creature's limbs and casting an unnatural glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031916177831590176 + ], + "opposite_logprob_tokens": [ + -5.7531914710998535 + ], + "logprob_reward": -0.0031916177831590176, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031916177831590176, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06190800294280052, + 0.02366376295685768, + 0.024476682767271996, + 0.0718710720539093, + 0.20993119478225708, + 0.03396749496459961, + 0.04248889163136482, + 0.06617926806211472, + 0.11493691802024841, + 0.3505767285823822 + ], + "top_frames": [ + 9, + 4, + 8 + ], + "selected_reward": -0.0031916177831590176 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_2/index_tensor([9759, 9759])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_2/index_tensor([9759, 9759])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..11e0e9d6d6953c2f120747c11d6303e6cd3ff2fd --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_2/index_tensor([9759, 9759])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "subsequent low-angle tracking shot captures a streamlined, deep cherry red sports car hurtling forward at breakneck speed through a deep, straight, modern concrete tunnel. The car's mirror-smooth paint reflects the surrounding light, and its signature LED taillights illuminate, trailing two bright red streaks of light in their rapid motion. On either side, rows of cool white LEDs on the tunnel walls are visually stretched and merged by their rapid relative speed, ultimately converging into two continuous, dazzling horizontal streaks of light that sweep backwards, interplaying with the reflections on the wet, dark asphalt. Because the camera moves in sync with the car, the body remains relatively stable in the frame, while the light in the background transforms into dynamic lines. This striking contrast between movement and stillness creates an adrenaline-pumping visual impact. The entire scene, rendered in cold tones, is imbued with a futuristic, austere beauty and a sense of pure speed and power.", + "seed": 27453, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_2/index_9759_seed_27453_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.010441522416658699, + "vlm_logprob": -0.010441522416658699, + "vlm_yes_no_margin": 5.125, + "vlm_token_credit": -0.010441522416658699, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a streamlined, deep cherry red sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car moving at high speed through a deep, straight, modern concrete tunnel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the car's LED taillights appear as bright red streaks trailing behind due to motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the rows of cool white LEDs on the tunnel walls visually stretched into continuous horizontal streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a low-angle perspective with the camera tracking in sync with the car?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004529098514467478 + ], + "opposite_logprob_tokens": [ + -5.879528999328613 + ], + "logprob_reward": -0.004529098514467478, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.004529098514467478, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15828807651996613, + 0.05428420752286911, + 0.04717843979597092, + 0.08546862006187439, + 0.12274710088968277, + 0.11306510120630264, + 0.140250563621521, + 0.03157186880707741, + 0.06470970809459686, + 0.18243631720542908 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.004529098514467478 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a streamlined, deep cherry red sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car moving at high speed through a deep, straight, modern concrete tunnel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the car's LED taillights appear as bright red streaks trailing behind due to motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the rows of cool white LEDs on the tunnel walls visually stretched into continuous horizontal streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a low-angle perspective with the camera tracking in sync with the car?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02636709436774254 + ], + "opposite_logprob_tokens": [ + -3.6513671875 + ], + "logprob_reward": -0.02636709436774254, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02636709436774254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15776504576206207, + 0.05845797061920166, + 0.07276751846075058, + 0.07553555816411972, + 0.18287180364131927, + 0.07759934663772583, + 0.0449434332549572, + 0.04296886548399925, + 0.04011239483952522, + 0.24697798490524292 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.02636709436774254 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a streamlined, deep cherry red sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car moving at high speed through a deep, straight, modern concrete tunnel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the car's LED taillights appear as bright red streaks trailing behind due to motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the rows of cool white LEDs on the tunnel walls visually stretched into continuous horizontal streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a low-angle perspective with the camera tracking in sync with the car?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014190363697707653 + ], + "opposite_logprob_tokens": [ + -4.264190196990967 + ], + "logprob_reward": -0.014190363697707653, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014190363697707653, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16179922223091125, + 0.12390094250440598, + 0.06977683305740356, + 0.061480630189180374, + 0.20627395808696747, + 0.08600244671106339, + 0.04896154627203941, + 0.033014971762895584, + 0.026906324550509453, + 0.18188314139842987 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.014190363697707653 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a streamlined, deep cherry red sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car moving at high speed through a deep, straight, modern concrete tunnel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the car's LED taillights appear as bright red streaks trailing behind due to motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the rows of cool white LEDs on the tunnel walls visually stretched into continuous horizontal streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a low-angle perspective with the camera tracking in sync with the car?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001178047270514071 + ], + "opposite_logprob_tokens": [ + -6.75117826461792 + ], + "logprob_reward": -0.001178047270514071, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.001178047270514071, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1965971440076828, + 0.08722279965877533, + 0.08697070926427841, + 0.08682169020175934, + 0.14045535027980804, + 0.03466092795133591, + 0.03124941512942314, + 0.05286442115902901, + 0.06942707300186157, + 0.21373048424720764 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.001178047270514071 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a streamlined, deep cherry red sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car moving at high speed through a deep, straight, modern concrete tunnel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the car's LED taillights appear as bright red streaks trailing behind due to motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the rows of cool white LEDs on the tunnel walls visually stretched into continuous horizontal streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a low-angle perspective with the camera tracking in sync with the car?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005943008232861757 + ], + "opposite_logprob_tokens": [ + -5.1309428215026855 + ], + "logprob_reward": -0.005943008232861757, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005943008232861757, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17694753408432007, + 0.09314032644033432, + 0.04855698347091675, + 0.06361740082502365, + 0.1612357199192047, + 0.1010250672698021, + 0.16132418811321259, + 0.03214862197637558, + 0.09267191588878632, + 0.06933223456144333 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.005943008232861757 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "subsequent low-angle tracking shot captures a streamlined, deep cherry red sports car hurtling forward at breakneck speed through a deep, straight, modern concrete tunnel. The car's mirror-smooth paint reflects the surrounding light, and its signature LED taillights illuminate, trailing two bright red streaks of light in their rapid motion. On either side, rows of cool white LEDs on the tunnel walls are visually stretched and merged by their rapid relative speed, ultimately converging into two continuous, dazzling horizontal streaks of light that sweep backwards, interplaying with the reflections on the wet, dark asphalt. Because the camera moves in sync with the car, the body remains relatively stable in the frame, while the light in the background transforms into dynamic lines. This striking contrast between movement and stillness creates an adrenaline-pumping visual impact. The entire scene, rendered in cold tones, is imbued with a futuristic, austere beauty and a sense of pure speed and power.", + "seed": 27454, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_2/index_9759_seed_27454_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.0035478781908750536, + "vlm_logprob": -0.0035478781908750536, + "vlm_yes_no_margin": 5.95, + "vlm_token_credit": -0.0035478781908750536, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a streamlined, deep cherry red sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car moving at high speed through a deep, straight, modern concrete tunnel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the car's LED taillights appear as bright red streaks trailing behind due to motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the rows of cool white LEDs on the tunnel walls visually stretched into continuous horizontal streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a low-angle perspective with the camera tracking in sync with the car?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0023758774623274803 + ], + "opposite_logprob_tokens": [ + -6.627376079559326 + ], + "logprob_reward": -0.0023758774623274803, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0023758774623274803, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2454337328672409, + 0.06949679553508759, + 0.16337239742279053, + 0.13889940083026886, + 0.1266527622938156, + 0.05740611255168915, + 0.0482100248336792, + 0.07682829350233078, + 0.034251078963279724, + 0.039449382573366165 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.0023758774623274803 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a streamlined, deep cherry red sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car moving at high speed through a deep, straight, modern concrete tunnel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the car's LED taillights appear as bright red streaks trailing behind due to motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the rows of cool white LEDs on the tunnel walls visually stretched into continuous horizontal streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a low-angle perspective with the camera tracking in sync with the car?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002206987701356411 + ], + "opposite_logprob_tokens": [ + -6.127206802368164 + ], + "logprob_reward": -0.002206987701356411, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002206987701356411, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18595795333385468, + 0.08446528017520905, + 0.3219280242919922, + 0.041993167251348495, + 0.04188667982816696, + 0.12000513076782227, + 0.029815305024385452, + 0.07020417600870132, + 0.06031396985054016, + 0.043430306017398834 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.002206987701356411 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a streamlined, deep cherry red sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car moving at high speed through a deep, straight, modern concrete tunnel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the car's LED taillights appear as bright red streaks trailing behind due to motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the rows of cool white LEDs on the tunnel walls visually stretched into continuous horizontal streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a low-angle perspective with the camera tracking in sync with the car?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008634140715003014 + ], + "opposite_logprob_tokens": [ + -4.758634090423584 + ], + "logprob_reward": -0.008634140715003014, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008634140715003014, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09519196301698685, + 0.03416461497545242, + 0.19884200394153595, + 0.24240504205226898, + 0.11062698811292648, + 0.0680333599448204, + 0.05629906430840492, + 0.08549622446298599, + 0.03798041120171547, + 0.07096032798290253 + ], + "top_frames": [ + 3, + 2, + 4 + ], + "selected_reward": -0.008634140715003014 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a streamlined, deep cherry red sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car moving at high speed through a deep, straight, modern concrete tunnel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the car's LED taillights appear as bright red streaks trailing behind due to motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the rows of cool white LEDs on the tunnel walls visually stretched into continuous horizontal streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a low-angle perspective with the camera tracking in sync with the car?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017091918271034956 + ], + "opposite_logprob_tokens": [ + -6.376708984375 + ], + "logprob_reward": -0.0017091918271034956, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017091918271034956, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09338125586509705, + 0.10570870339870453, + 0.1632547825574875, + 0.1685083508491516, + 0.13691484928131104, + 0.04855523630976677, + 0.06970390677452087, + 0.0786830335855484, + 0.054635826498270035, + 0.08065403997898102 + ], + "top_frames": [ + 3, + 2, + 4 + ], + "selected_reward": -0.0017091918271034956 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a streamlined, deep cherry red sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car moving at high speed through a deep, straight, modern concrete tunnel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the car's LED taillights appear as bright red streaks trailing behind due to motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the rows of cool white LEDs on the tunnel walls visually stretched into continuous horizontal streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a low-angle perspective with the camera tracking in sync with the car?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028131932485848665 + ], + "opposite_logprob_tokens": [ + -5.877813339233398 + ], + "logprob_reward": -0.0028131932485848665, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028131932485848665, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14376875758171082, + 0.0765027403831482, + 0.3091805577278137, + 0.07110287249088287, + 0.08951682597398758, + 0.08965977281332016, + 0.06770593672990799, + 0.05307359993457794, + 0.022866087034344673, + 0.0766228660941124 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.0028131932485848665 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "subsequent low-angle tracking shot captures a streamlined, deep cherry red sports car hurtling forward at breakneck speed through a deep, straight, modern concrete tunnel. The car's mirror-smooth paint reflects the surrounding light, and its signature LED taillights illuminate, trailing two bright red streaks of light in their rapid motion. On either side, rows of cool white LEDs on the tunnel walls are visually stretched and merged by their rapid relative speed, ultimately converging into two continuous, dazzling horizontal streaks of light that sweep backwards, interplaying with the reflections on the wet, dark asphalt. Because the camera moves in sync with the car, the body remains relatively stable in the frame, while the light in the background transforms into dynamic lines. This striking contrast between movement and stillness creates an adrenaline-pumping visual impact. The entire scene, rendered in cold tones, is imbued with a futuristic, austere beauty and a sense of pure speed and power.", + "seed": 27455, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_2/index_9759_seed_27455_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.006178808165714145, + "vlm_logprob": -0.006178808165714145, + "vlm_yes_no_margin": 5.325, + "vlm_token_credit": -0.006178808165714145, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a streamlined, deep cherry red sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car moving at high speed through a deep, straight, modern concrete tunnel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the car's LED taillights appear as bright red streaks trailing behind due to motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the rows of cool white LEDs on the tunnel walls visually stretched into continuous horizontal streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a low-angle perspective with the camera tracking in sync with the car?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004657610785216093 + ], + "opposite_logprob_tokens": [ + -5.629657745361328 + ], + "logprob_reward": -0.004657610785216093, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.004657610785216093, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17515181005001068, + 0.10784664005041122, + 0.0731634646654129, + 0.09114573895931244, + 0.05840899050235748, + 0.13780581951141357, + 0.055844031274318695, + 0.11498960852622986, + 0.06935978680849075, + 0.11628405004739761 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.004657610785216093 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a streamlined, deep cherry red sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car moving at high speed through a deep, straight, modern concrete tunnel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the car's LED taillights appear as bright red streaks trailing behind due to motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the rows of cool white LEDs on the tunnel walls visually stretched into continuous horizontal streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a low-angle perspective with the camera tracking in sync with the car?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006748266983777285 + ], + "opposite_logprob_tokens": [ + -5.006748199462891 + ], + "logprob_reward": -0.006748266983777285, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006748266983777285, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10412129759788513, + 0.04685090854763985, + 0.027735134586691856, + 0.04137347266077995, + 0.07762809097766876, + 0.05792955681681633, + 0.046873465180397034, + 0.3576078712940216, + 0.1224585548043251, + 0.1174217090010643 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.006748266983777285 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a streamlined, deep cherry red sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car moving at high speed through a deep, straight, modern concrete tunnel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the car's LED taillights appear as bright red streaks trailing behind due to motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the rows of cool white LEDs on the tunnel walls visually stretched into continuous horizontal streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a low-angle perspective with the camera tracking in sync with the car?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012532763183116913 + ], + "opposite_logprob_tokens": [ + -4.387532711029053 + ], + "logprob_reward": -0.012532763183116913, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012532763183116913, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20020635426044464, + 0.07063782215118408, + 0.054933492094278336, + 0.04392699897289276, + 0.05199158564209938, + 0.058750856667757034, + 0.10834397375583649, + 0.22569923102855682, + 0.11151956766843796, + 0.07399012893438339 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.012532763183116913 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a streamlined, deep cherry red sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car moving at high speed through a deep, straight, modern concrete tunnel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the car's LED taillights appear as bright red streaks trailing behind due to motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the rows of cool white LEDs on the tunnel walls visually stretched into continuous horizontal streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a low-angle perspective with the camera tracking in sync with the car?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017100248951464891 + ], + "opposite_logprob_tokens": [ + -6.376709938049316 + ], + "logprob_reward": -0.0017100248951464891, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017100248951464891, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1099044680595398, + 0.07656025141477585, + 0.09291708469390869, + 0.09000876545906067, + 0.06387829035520554, + 0.039870962500572205, + 0.20087580382823944, + 0.22308221459388733, + 0.044927068054676056, + 0.05797513574361801 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.0017100248951464891 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a streamlined, deep cherry red sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car moving at high speed through a deep, straight, modern concrete tunnel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the car's LED taillights appear as bright red streaks trailing behind due to motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the rows of cool white LEDs on the tunnel walls visually stretched into continuous horizontal streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a low-angle perspective with the camera tracking in sync with the car?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005245374981313944 + ], + "opposite_logprob_tokens": [ + -5.255245208740234 + ], + "logprob_reward": -0.005245374981313944, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005245374981313944, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19047558307647705, + 0.09296877682209015, + 0.06616668403148651, + 0.04915394261479378, + 0.07729452848434448, + 0.06831414997577667, + 0.07027145475149155, + 0.2525085508823395, + 0.060185160487890244, + 0.07266122847795486 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.005245374981313944 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "subsequent low-angle tracking shot captures a streamlined, deep cherry red sports car hurtling forward at breakneck speed through a deep, straight, modern concrete tunnel. The car's mirror-smooth paint reflects the surrounding light, and its signature LED taillights illuminate, trailing two bright red streaks of light in their rapid motion. On either side, rows of cool white LEDs on the tunnel walls are visually stretched and merged by their rapid relative speed, ultimately converging into two continuous, dazzling horizontal streaks of light that sweep backwards, interplaying with the reflections on the wet, dark asphalt. Because the camera moves in sync with the car, the body remains relatively stable in the frame, while the light in the background transforms into dynamic lines. This striking contrast between movement and stillness creates an adrenaline-pumping visual impact. The entire scene, rendered in cold tones, is imbued with a futuristic, austere beauty and a sense of pure speed and power.", + "seed": 27456, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_2/index_9759_seed_27456_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.005183557397685945, + "vlm_logprob": -0.005183557397685945, + "vlm_yes_no_margin": 5.5, + "vlm_token_credit": -0.005183557397685945, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a streamlined, deep cherry red sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car moving at high speed through a deep, straight, modern concrete tunnel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the car's LED taillights appear as bright red streaks trailing behind due to motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the rows of cool white LEDs on the tunnel walls visually stretched into continuous horizontal streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a low-angle perspective with the camera tracking in sync with the car?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0041136653162539005 + ], + "opposite_logprob_tokens": [ + -5.754113674163818 + ], + "logprob_reward": -0.0041136653162539005, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0041136653162539005, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2007349133491516, + 0.17796581983566284, + 0.08148402720689774, + 0.021912842988967896, + 0.024822060018777847, + 0.06196384131908417, + 0.17305071651935577, + 0.1565341055393219, + 0.057688914239406586, + 0.043842751532793045 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.0041136653162539005 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a streamlined, deep cherry red sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car moving at high speed through a deep, straight, modern concrete tunnel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the car's LED taillights appear as bright red streaks trailing behind due to motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the rows of cool white LEDs on the tunnel walls visually stretched into continuous horizontal streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a low-angle perspective with the camera tracking in sync with the car?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028297165408730507 + ], + "opposite_logprob_tokens": [ + -5.877829551696777 + ], + "logprob_reward": -0.0028297165408730507, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028297165408730507, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18777231872081757, + 0.0738145038485527, + 0.1053108274936676, + 0.03425319120287895, + 0.017313163727521896, + 0.10192889720201492, + 0.3157547414302826, + 0.11655963957309723, + 0.023173054680228233, + 0.02411961369216442 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.0028297165408730507 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a streamlined, deep cherry red sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car moving at high speed through a deep, straight, modern concrete tunnel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the car's LED taillights appear as bright red streaks trailing behind due to motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the rows of cool white LEDs on the tunnel walls visually stretched into continuous horizontal streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a low-angle perspective with the camera tracking in sync with the car?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008634022437036037 + ], + "opposite_logprob_tokens": [ + -4.758634090423584 + ], + "logprob_reward": -0.008634022437036037, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008634022437036037, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10267525166273117, + 0.055289894342422485, + 0.26448437571525574, + 0.04806830361485481, + 0.02364535629749298, + 0.056779250502586365, + 0.23581844568252563, + 0.12269118428230286, + 0.04285058006644249, + 0.04769733175635338 + ], + "top_frames": [ + 2, + 6, + 7 + ], + "selected_reward": -0.008634022437036037 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a streamlined, deep cherry red sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car moving at high speed through a deep, straight, modern concrete tunnel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the car's LED taillights appear as bright red streaks trailing behind due to motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the rows of cool white LEDs on the tunnel walls visually stretched into continuous horizontal streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a low-angle perspective with the camera tracking in sync with the car?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017099058022722602 + ], + "opposite_logprob_tokens": [ + -6.376709938049316 + ], + "logprob_reward": -0.0017099058022722602, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017099058022722602, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1534668505191803, + 0.07113013416528702, + 0.18940645456314087, + 0.020265931263566017, + 0.019703401252627373, + 0.030498558655381203, + 0.0999530628323555, + 0.3691370487213135, + 0.01841723918914795, + 0.028021305799484253 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.0017099058022722602 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a streamlined, deep cherry red sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car moving at high speed through a deep, straight, modern concrete tunnel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the car's LED taillights appear as bright red streaks trailing behind due to motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the rows of cool white LEDs on the tunnel walls visually stretched into continuous horizontal streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a low-angle perspective with the camera tracking in sync with the car?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008630476891994476 + ], + "opposite_logprob_tokens": [ + -4.758630275726318 + ], + "logprob_reward": -0.008630476891994476, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008630476891994476, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11632481962442398, + 0.1830296665430069, + 0.089878611266613, + 0.014495087787508965, + 0.01416048500686884, + 0.060726627707481384, + 0.2520858645439148, + 0.21437756717205048, + 0.01898229867219925, + 0.03593900054693222 + ], + "top_frames": [ + 6, + 7, + 1 + ], + "selected_reward": -0.008630476891994476 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_3/index_tensor([7642, 7642])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_3/index_tensor([7642, 7642])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9b37cd77530fec3dbca1b7f70490846d1cc826a9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_3/index_tensor([7642, 7642])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, extreme close-up captures a moment of stored kinetic energy within a garage workshop. Bright, indirect afternoon light streams in from a tall, unseen window, illuminating a small section of a weathered wooden workbench, its surface pockmarked with scratches and faint oil stains. A galvanized screw with a Phillips head protrudes slightly from the grain. The end ring of a metal steel coil spring, precariously hooked on the edge of this screw, is stretched taut against the frame, its individual rings visibly elongated, gleaming in the soft light, a faint, oily sheen. The scene is still until a subtle, low-frequency vibration travels through the workbench, causing the entire surface to tremble for a fraction of a second. This tiny disturbance is enough to dislodge the spring ring; it immediately slips off the screw head with a sharp snap. Released from the tension, the coil contracts violently and rapidly, creating a blur of metallic movement, collapsing in on itself before falling onto the wooden surface with a soft click. It bounced twice, the remaining energy dissipating before finally forming into a tight, relaxed spiral, its metallic form now resting quietly in the warm, dusty afternoon sun, creating an atmosphere of tranquility after the sudden burst of action.", + "seed": 19502, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_3/index_7642_seed_19502_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03722283570095897, + "vlm_logprob": -0.03722283570095897, + "vlm_yes_no_margin": 4.2, + "vlm_token_credit": -0.03722283570095897, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static extreme close-up of a weathered wooden workbench in a garage workshop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by bright, indirect afternoon light coming from an unseen window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a galvanized Phillips head screw visible with a metal steel coil spring end ring hooked on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spring ring slip off the screw and contract violently into a tight spiral after a vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final state show the relaxed spring resting quietly on the workbench in warm, dusty afternoon light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05846710503101349 + ], + "opposite_logprob_tokens": [ + -2.933467149734497 + ], + "logprob_reward": -0.05846710503101349, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05846710503101349, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23856376111507416, + 0.11874736100435257, + 0.10235915333032608, + 0.07778772711753845, + 0.07088539749383926, + 0.15031756460666656, + 0.09974708408117294, + 0.03823965787887573, + 0.04565015062689781, + 0.05770213156938553 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.05846710503101349 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static extreme close-up of a weathered wooden workbench in a garage workshop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by bright, indirect afternoon light coming from an unseen window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a galvanized Phillips head screw visible with a metal steel coil spring end ring hooked on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spring ring slip off the screw and contract violently into a tight spiral after a vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final state show the relaxed spring resting quietly on the workbench in warm, dusty afternoon light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00466200103983283 + ], + "opposite_logprob_tokens": [ + -5.379662036895752 + ], + "logprob_reward": -0.00466200103983283, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00466200103983283, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3997674286365509, + 0.056215204298496246, + 0.08293797820806503, + 0.04848119989037514, + 0.031412940472364426, + 0.05762791633605957, + 0.05873384326696396, + 0.06501630693674088, + 0.04660363867878914, + 0.15320347249507904 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.00466200103983283 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static extreme close-up of a weathered wooden workbench in a garage workshop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by bright, indirect afternoon light coming from an unseen window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a galvanized Phillips head screw visible with a metal steel coil spring end ring hooked on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spring ring slip off the screw and contract violently into a tight spiral after a vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final state show the relaxed spring resting quietly on the workbench in warm, dusty afternoon light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005956517532467842 + ], + "opposite_logprob_tokens": [ + -5.130956649780273 + ], + "logprob_reward": -0.005956517532467842, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005956517532467842, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12191000580787659, + 0.20280969142913818, + 0.08433196693658829, + 0.05602341517806053, + 0.052335139364004135, + 0.20938356220722198, + 0.11342813074588776, + 0.0494169183075428, + 0.02281775139272213, + 0.08754343539476395 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.005956517532467842 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static extreme close-up of a weathered wooden workbench in a garage workshop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by bright, indirect afternoon light coming from an unseen window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a galvanized Phillips head screw visible with a metal steel coil spring end ring hooked on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spring ring slip off the screw and contract violently into a tight spiral after a vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final state show the relaxed spring resting quietly on the workbench in warm, dusty afternoon light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11293649673461914 + ], + "opposite_logprob_tokens": [ + -2.237936496734619 + ], + "logprob_reward": -0.11293649673461914, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11293649673461914, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15383629500865936, + 0.16431762278079987, + 0.12580738961696625, + 0.17598102986812592, + 0.06379768252372742, + 0.11961395293474197, + 0.047512445598840714, + 0.040403448045253754, + 0.033397749066352844, + 0.07533237338066101 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.11293649673461914 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static extreme close-up of a weathered wooden workbench in a garage workshop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by bright, indirect afternoon light coming from an unseen window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a galvanized Phillips head screw visible with a metal steel coil spring end ring hooked on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spring ring slip off the screw and contract violently into a tight spiral after a vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final state show the relaxed spring resting quietly on the workbench in warm, dusty afternoon light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004092058166861534 + ], + "opposite_logprob_tokens": [ + -5.504092216491699 + ], + "logprob_reward": -0.004092058166861534, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004092058166861534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07751642912626266, + 0.2888091504573822, + 0.09691847115755081, + 0.041129689663648605, + 0.0847393125295639, + 0.16623462736606598, + 0.12629428505897522, + 0.03865788131952286, + 0.03363684192299843, + 0.046063344925642014 + ], + "top_frames": [ + 1, + 5, + 6 + ], + "selected_reward": -0.004092058166861534 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme close-up captures a moment of stored kinetic energy within a garage workshop. Bright, indirect afternoon light streams in from a tall, unseen window, illuminating a small section of a weathered wooden workbench, its surface pockmarked with scratches and faint oil stains. A galvanized screw with a Phillips head protrudes slightly from the grain. The end ring of a metal steel coil spring, precariously hooked on the edge of this screw, is stretched taut against the frame, its individual rings visibly elongated, gleaming in the soft light, a faint, oily sheen. The scene is still until a subtle, low-frequency vibration travels through the workbench, causing the entire surface to tremble for a fraction of a second. This tiny disturbance is enough to dislodge the spring ring; it immediately slips off the screw head with a sharp snap. Released from the tension, the coil contracts violently and rapidly, creating a blur of metallic movement, collapsing in on itself before falling onto the wooden surface with a soft click. It bounced twice, the remaining energy dissipating before finally forming into a tight, relaxed spiral, its metallic form now resting quietly in the warm, dusty afternoon sun, creating an atmosphere of tranquility after the sudden burst of action.", + "seed": 19503, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_3/index_7642_seed_19503_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.022429648134857417, + "vlm_logprob": -0.022429648134857417, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.022429648134857417, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static extreme close-up of a weathered wooden workbench in a garage workshop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by bright, indirect afternoon light coming from an unseen window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a galvanized Phillips head screw visible with a metal steel coil spring end ring hooked on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spring ring slip off the screw and contract violently into a tight spiral after a vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final state show the relaxed spring resting quietly on the workbench in warm, dusty afternoon light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05033353716135025 + ], + "opposite_logprob_tokens": [ + -3.0503334999084473 + ], + "logprob_reward": -0.05033353716135025, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.05033353716135025, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.009524182416498661, + 0.002864771755412221, + 0.006155181210488081, + 0.01383162196725607, + 0.009053593501448631, + 0.9172371625900269, + 0.010983763262629509, + 0.011864922009408474, + 0.005618831142783165, + 0.012866009958088398 + ], + "top_frames": [ + 5, + 3, + 9 + ], + "selected_reward": -0.05033353716135025 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static extreme close-up of a weathered wooden workbench in a garage workshop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by bright, indirect afternoon light coming from an unseen window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a galvanized Phillips head screw visible with a metal steel coil spring end ring hooked on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spring ring slip off the screw and contract violently into a tight spiral after a vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final state show the relaxed spring resting quietly on the workbench in warm, dusty afternoon light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020632755011320114 + ], + "opposite_logprob_tokens": [ + -3.895632743835449 + ], + "logprob_reward": -0.020632755011320114, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020632755011320114, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.003257159376516938, + 0.0030369709711521864, + 0.0017777149332687259, + 0.0032715867273509502, + 0.0223932396620512, + 0.8444711565971375, + 0.017891213297843933, + 0.02660464122891426, + 0.005298941396176815, + 0.07199733704328537 + ], + "top_frames": [ + 5, + 9, + 7 + ], + "selected_reward": -0.020632755011320114 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static extreme close-up of a weathered wooden workbench in a garage workshop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by bright, indirect afternoon light coming from an unseen window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a galvanized Phillips head screw visible with a metal steel coil spring end ring hooked on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spring ring slip off the screw and contract violently into a tight spiral after a vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final state show the relaxed spring resting quietly on the workbench in warm, dusty afternoon light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006747082807123661 + ], + "opposite_logprob_tokens": [ + -5.006747245788574 + ], + "logprob_reward": -0.006747082807123661, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006747082807123661, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.013919688761234283, + 0.007302701473236084, + 0.010381393134593964, + 0.015131071209907532, + 0.019134899601340294, + 0.8531911969184875, + 0.04224258288741112, + 0.022981077432632446, + 0.01056698989123106, + 0.0051483591087162495 + ], + "top_frames": [ + 5, + 6, + 7 + ], + "selected_reward": -0.006747082807123661 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static extreme close-up of a weathered wooden workbench in a garage workshop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by bright, indirect afternoon light coming from an unseen window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a galvanized Phillips head screw visible with a metal steel coil spring end ring hooked on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spring ring slip off the screw and contract violently into a tight spiral after a vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final state show the relaxed spring resting quietly on the workbench in warm, dusty afternoon light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029800867661833763 + ], + "opposite_logprob_tokens": [ + -3.5298008918762207 + ], + "logprob_reward": -0.029800867661833763, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029800867661833763, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.017729325219988823, + 0.006838532164692879, + 0.015107369981706142, + 0.12416602671146393, + 0.08123338967561722, + 0.500455379486084, + 0.08729914575815201, + 0.042219698429107666, + 0.01841134950518608, + 0.10653980821371078 + ], + "top_frames": [ + 5, + 3, + 9 + ], + "selected_reward": -0.029800867661833763 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static extreme close-up of a weathered wooden workbench in a garage workshop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by bright, indirect afternoon light coming from an unseen window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a galvanized Phillips head screw visible with a metal steel coil spring end ring hooked on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spring ring slip off the screw and contract violently into a tight spiral after a vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final state show the relaxed spring resting quietly on the workbench in warm, dusty afternoon light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004633998032659292 + ], + "opposite_logprob_tokens": [ + -5.379633903503418 + ], + "logprob_reward": -0.004633998032659292, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004633998032659292, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.005215959157794714, + 0.002254210878163576, + 0.0019329071510583162, + 0.008326499722898006, + 0.018488915637135506, + 0.8576586246490479, + 0.0379759855568409, + 0.031776443123817444, + 0.007101929746568203, + 0.02926851063966751 + ], + "top_frames": [ + 5, + 6, + 7 + ], + "selected_reward": -0.004633998032659292 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme close-up captures a moment of stored kinetic energy within a garage workshop. Bright, indirect afternoon light streams in from a tall, unseen window, illuminating a small section of a weathered wooden workbench, its surface pockmarked with scratches and faint oil stains. A galvanized screw with a Phillips head protrudes slightly from the grain. The end ring of a metal steel coil spring, precariously hooked on the edge of this screw, is stretched taut against the frame, its individual rings visibly elongated, gleaming in the soft light, a faint, oily sheen. The scene is still until a subtle, low-frequency vibration travels through the workbench, causing the entire surface to tremble for a fraction of a second. This tiny disturbance is enough to dislodge the spring ring; it immediately slips off the screw head with a sharp snap. Released from the tension, the coil contracts violently and rapidly, creating a blur of metallic movement, collapsing in on itself before falling onto the wooden surface with a soft click. It bounced twice, the remaining energy dissipating before finally forming into a tight, relaxed spiral, its metallic form now resting quietly in the warm, dusty afternoon sun, creating an atmosphere of tranquility after the sudden burst of action.", + "seed": 19504, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_3/index_7642_seed_19504_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.023578514391556383, + "vlm_logprob": -0.023578514391556383, + "vlm_yes_no_margin": 4.225, + "vlm_token_credit": -0.023578514391556383, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static extreme close-up of a weathered wooden workbench in a garage workshop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by bright, indirect afternoon light coming from an unseen window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a galvanized Phillips head screw visible with a metal steel coil spring end ring hooked on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spring ring slip off the screw and contract violently into a tight spiral after a vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final state show the relaxed spring resting quietly on the workbench in warm, dusty afternoon light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.037256378680467606 + ], + "opposite_logprob_tokens": [ + -3.4122564792633057 + ], + "logprob_reward": -0.037256378680467606, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.037256378680467606, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10322660952806473, + 0.08290623873472214, + 0.06308367103338242, + 0.07596905529499054, + 0.10990975797176361, + 0.09177104383707047, + 0.0717947706580162, + 0.1410728543996811, + 0.15440160036087036, + 0.10586433857679367 + ], + "top_frames": [ + 8, + 7, + 4 + ], + "selected_reward": -0.037256378680467606 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static extreme close-up of a weathered wooden workbench in a garage workshop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by bright, indirect afternoon light coming from an unseen window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a galvanized Phillips head screw visible with a metal steel coil spring end ring hooked on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spring ring slip off the screw and contract violently into a tight spiral after a vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final state show the relaxed spring resting quietly on the workbench in warm, dusty afternoon light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016111066564917564 + ], + "opposite_logprob_tokens": [ + -4.141110897064209 + ], + "logprob_reward": -0.016111066564917564, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016111066564917564, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35802435874938965, + 0.057228464633226395, + 0.03813575208187103, + 0.03212188929319382, + 0.05207035690546036, + 0.08720553666353226, + 0.060054171830415726, + 0.24499492347240448, + 0.043268151581287384, + 0.026896417140960693 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.016111066564917564 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static extreme close-up of a weathered wooden workbench in a garage workshop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by bright, indirect afternoon light coming from an unseen window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a galvanized Phillips head screw visible with a metal steel coil spring end ring hooked on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spring ring slip off the screw and contract violently into a tight spiral after a vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final state show the relaxed spring resting quietly on the workbench in warm, dusty afternoon light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003622400341555476 + ], + "opposite_logprob_tokens": [ + -5.628622531890869 + ], + "logprob_reward": -0.003622400341555476, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003622400341555476, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15993580222129822, + 0.07650064677000046, + 0.06958365440368652, + 0.15023620426654816, + 0.06829685717821121, + 0.3516952097415924, + 0.036844611167907715, + 0.025099894031882286, + 0.047316934913396835, + 0.014490190893411636 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.003622400341555476 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static extreme close-up of a weathered wooden workbench in a garage workshop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by bright, indirect afternoon light coming from an unseen window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a galvanized Phillips head screw visible with a metal steel coil spring end ring hooked on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spring ring slip off the screw and contract violently into a tight spiral after a vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final state show the relaxed spring resting quietly on the workbench in warm, dusty afternoon light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054957229644060135 + ], + "opposite_logprob_tokens": [ + -2.929957151412964 + ], + "logprob_reward": -0.054957229644060135, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054957229644060135, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34354907274246216, + 0.11777933686971664, + 0.06410785019397736, + 0.08344138413667679, + 0.04617511108517647, + 0.1889675110578537, + 0.029646122828125954, + 0.0330502949655056, + 0.07259143143892288, + 0.020691845566034317 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.054957229644060135 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static extreme close-up of a weathered wooden workbench in a garage workshop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by bright, indirect afternoon light coming from an unseen window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a galvanized Phillips head screw visible with a metal steel coil spring end ring hooked on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spring ring slip off the screw and contract violently into a tight spiral after a vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final state show the relaxed spring resting quietly on the workbench in warm, dusty afternoon light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00594549672678113 + ], + "opposite_logprob_tokens": [ + -5.130945682525635 + ], + "logprob_reward": -0.00594549672678113, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00594549672678113, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15913335978984833, + 0.11128094792366028, + 0.04259950667619705, + 0.055721499025821686, + 0.057394616305828094, + 0.39409980177879333, + 0.03081398643553257, + 0.04498529061675072, + 0.08037029951810837, + 0.02360062301158905 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.00594549672678113 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme close-up captures a moment of stored kinetic energy within a garage workshop. Bright, indirect afternoon light streams in from a tall, unseen window, illuminating a small section of a weathered wooden workbench, its surface pockmarked with scratches and faint oil stains. A galvanized screw with a Phillips head protrudes slightly from the grain. The end ring of a metal steel coil spring, precariously hooked on the edge of this screw, is stretched taut against the frame, its individual rings visibly elongated, gleaming in the soft light, a faint, oily sheen. The scene is still until a subtle, low-frequency vibration travels through the workbench, causing the entire surface to tremble for a fraction of a second. This tiny disturbance is enough to dislodge the spring ring; it immediately slips off the screw head with a sharp snap. Released from the tension, the coil contracts violently and rapidly, creating a blur of metallic movement, collapsing in on itself before falling onto the wooden surface with a soft click. It bounced twice, the remaining energy dissipating before finally forming into a tight, relaxed spiral, its metallic form now resting quietly in the warm, dusty afternoon sun, creating an atmosphere of tranquility after the sudden burst of action.", + "seed": 19505, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_3/index_7642_seed_19505_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.08942040321417152, + "vlm_logprob": -0.08942040321417152, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.08942040321417152, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static extreme close-up of a weathered wooden workbench in a garage workshop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by bright, indirect afternoon light coming from an unseen window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a galvanized Phillips head screw visible with a metal steel coil spring end ring hooked on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spring ring slip off the screw and contract violently into a tight spiral after a vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final state show the relaxed spring resting quietly on the workbench in warm, dusty afternoon light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3921412527561188 + ], + "opposite_logprob_tokens": [ + -1.1421412229537964 + ], + "logprob_reward": -0.3921412527561188, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3921412527561188, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1412763148546219, + 0.03436533361673355, + 0.08863510191440582, + 0.22449427843093872, + 0.03137180581688881, + 0.08624280244112015, + 0.05797223374247551, + 0.028649333864450455, + 0.2967440187931061, + 0.01024874672293663 + ], + "top_frames": [ + 8, + 3, + 0 + ], + "selected_reward": -0.3921412527561188 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static extreme close-up of a weathered wooden workbench in a garage workshop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by bright, indirect afternoon light coming from an unseen window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a galvanized Phillips head screw visible with a metal steel coil spring end ring hooked on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spring ring slip off the screw and contract violently into a tight spiral after a vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final state show the relaxed spring resting quietly on the workbench in warm, dusty afternoon light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009833701886236668 + ], + "opposite_logprob_tokens": [ + -4.634833812713623 + ], + "logprob_reward": -0.009833701886236668, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009833701886236668, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1719566285610199, + 0.04109044745564461, + 0.042071402072906494, + 0.05957518890500069, + 0.05451105535030365, + 0.11449997127056122, + 0.20343036949634552, + 0.02204388566315174, + 0.2748076021671295, + 0.016013462096452713 + ], + "top_frames": [ + 8, + 6, + 0 + ], + "selected_reward": -0.009833701886236668 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static extreme close-up of a weathered wooden workbench in a garage workshop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by bright, indirect afternoon light coming from an unseen window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a galvanized Phillips head screw visible with a metal steel coil spring end ring hooked on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spring ring slip off the screw and contract violently into a tight spiral after a vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final state show the relaxed spring resting quietly on the workbench in warm, dusty afternoon light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023312531411647797 + ], + "opposite_logprob_tokens": [ + -3.773312568664551 + ], + "logprob_reward": -0.023312531411647797, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023312531411647797, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22220923006534576, + 0.05039288476109505, + 0.04295817390084267, + 0.14891335368156433, + 0.04663538932800293, + 0.0999118760228157, + 0.04044852405786514, + 0.031070545315742493, + 0.28216779232025146, + 0.035292185842990875 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.023312531411647797 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static extreme close-up of a weathered wooden workbench in a garage workshop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by bright, indirect afternoon light coming from an unseen window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a galvanized Phillips head screw visible with a metal steel coil spring end ring hooked on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spring ring slip off the screw and contract violently into a tight spiral after a vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final state show the relaxed spring resting quietly on the workbench in warm, dusty afternoon light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018198424950242043 + ], + "opposite_logprob_tokens": [ + -4.018198490142822 + ], + "logprob_reward": -0.018198424950242043, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018198424950242043, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20529383420944214, + 0.03465498611330986, + 0.09640400111675262, + 0.2630870044231415, + 0.11692360043525696, + 0.05803346261382103, + 0.014778882265090942, + 0.025595050305128098, + 0.1621745526790619, + 0.023054657503962517 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.018198424950242043 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static extreme close-up of a weathered wooden workbench in a garage workshop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by bright, indirect afternoon light coming from an unseen window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a galvanized Phillips head screw visible with a metal steel coil spring end ring hooked on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spring ring slip off the screw and contract violently into a tight spiral after a vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final state show the relaxed spring resting quietly on the workbench in warm, dusty afternoon light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003616105066612363 + ], + "opposite_logprob_tokens": [ + -5.6286163330078125 + ], + "logprob_reward": -0.003616105066612363, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003616105066612363, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24082639813423157, + 0.033455248922109604, + 0.05335705727338791, + 0.0880342498421669, + 0.03782437741756439, + 0.0958547294139862, + 0.18845434486865997, + 0.028021981939673424, + 0.20836399495601654, + 0.025807585567235947 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.003616105066612363 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_4/index_tensor([2717, 2717])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_4/index_tensor([2717, 2717])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a0cdd6e8ed9c2d2cab9c0166d3ec3438ca2f2616 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_4/index_tensor([2717, 2717])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static medium shot, shot from a low angle, focuses on a towering, dark, solid wood bookshelf. Its edges, carved with classical patterns, take on a solemn quality under a warm light streaming in from outside the frame. Each shelf sags slightly under its weight, cluttered with a variety of heavy hardcover books and aged paperbacks. The entire scene is permeated with a quiet yet weighty atmosphere. Suddenly, accompanied by a dull groan of wood under pressure, a tiny crack quietly appears on the vertical support at the center of the bookshelf. Then, like a flash of black lightning, it spreads upward and downward at astonishing speed, and the wood fibers visibly burst apart with a sharp, tearing sound. As the crack widened, the entire bookshelf structure began to bend catastrophically inward. First, several books near the crack tilted precariously forward, then fell one after another, triggering an avalanche of books. Books of all sizes and colors cascaded down like a waterfall, tumbling and colliding in the air, and finally smashing to the ground with a heavy, muffled thud. The thick dust raised rolled in the beam of light, instantly replacing the original tranquility with a dynamic scene of chaos and destruction.", + "seed": 13883, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_4/index_2717_seed_13883_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03667642306536436, + "vlm_logprob": -0.03667642306536436, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.03667642306536436, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a towering, dark, solid wood bookshelf with classical carved patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bookshelf appear cluttered with heavy hardcover books and aged paperbacks on sagging shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crack appear on the central vertical support and spread rapidly causing the bookshelf to bend inward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do books cascade down like a waterfall and smash to the ground creating dust in a beam of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.13131766021251678 + ], + "opposite_logprob_tokens": [ + -2.131317615509033 + ], + "logprob_reward": -0.13131766021251678, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.13131766021251678, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23431278765201569, + 0.12129079550504684, + 0.05442817509174347, + 0.13174276053905487, + 0.16509412229061127, + 0.12396591156721115, + 0.058480724692344666, + 0.030360909178853035, + 0.04494556039571762, + 0.03537832200527191 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.13131766021251678 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a towering, dark, solid wood bookshelf with classical carved patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bookshelf appear cluttered with heavy hardcover books and aged paperbacks on sagging shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crack appear on the central vertical support and spread rapidly causing the bookshelf to bend inward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do books cascade down like a waterfall and smash to the ground creating dust in a beam of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02060951665043831 + ], + "opposite_logprob_tokens": [ + -3.8956096172332764 + ], + "logprob_reward": -0.02060951665043831, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02060951665043831, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2448512464761734, + 0.09888894855976105, + 0.06188231706619263, + 0.10429060459136963, + 0.1354030966758728, + 0.08444925397634506, + 0.06064305081963539, + 0.034573402255773544, + 0.11891546845436096, + 0.05610261857509613 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.02060951665043831 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a towering, dark, solid wood bookshelf with classical carved patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bookshelf appear cluttered with heavy hardcover books and aged paperbacks on sagging shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crack appear on the central vertical support and spread rapidly causing the bookshelf to bend inward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do books cascade down like a waterfall and smash to the ground creating dust in a beam of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607787050306797 + ], + "opposite_logprob_tokens": [ + -4.141077995300293 + ], + "logprob_reward": -0.01607787050306797, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607787050306797, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2614869475364685, + 0.11278489977121353, + 0.14502650499343872, + 0.08945530652999878, + 0.055777326226234436, + 0.09783872216939926, + 0.07555745542049408, + 0.036765411496162415, + 0.044555533677339554, + 0.08075190335512161 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.01607787050306797 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a towering, dark, solid wood bookshelf with classical carved patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bookshelf appear cluttered with heavy hardcover books and aged paperbacks on sagging shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crack appear on the central vertical support and spread rapidly causing the bookshelf to bend inward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do books cascade down like a waterfall and smash to the ground creating dust in a beam of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008640168234705925 + ], + "opposite_logprob_tokens": [ + -4.758640289306641 + ], + "logprob_reward": -0.008640168234705925, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008640168234705925, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18752425909042358, + 0.13847073912620544, + 0.03740809112787247, + 0.15869303047657013, + 0.08179674297571182, + 0.09633374214172363, + 0.10471592843532562, + 0.03127153962850571, + 0.06703664362430573, + 0.09674926847219467 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.008640168234705925 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a towering, dark, solid wood bookshelf with classical carved patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bookshelf appear cluttered with heavy hardcover books and aged paperbacks on sagging shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crack appear on the central vertical support and spread rapidly causing the bookshelf to bend inward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do books cascade down like a waterfall and smash to the ground creating dust in a beam of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006736899726092815 + ], + "opposite_logprob_tokens": [ + -5.006736755371094 + ], + "logprob_reward": -0.006736899726092815, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006736899726092815, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07364711165428162, + 0.02744174562394619, + 0.040907442569732666, + 0.14129462838172913, + 0.06377366930246353, + 0.3181474804878235, + 0.11242631077766418, + 0.030062314122915268, + 0.09207266569137573, + 0.10022665560245514 + ], + "top_frames": [ + 5, + 3, + 6 + ], + "selected_reward": -0.006736899726092815 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static medium shot, shot from a low angle, focuses on a towering, dark, solid wood bookshelf. Its edges, carved with classical patterns, take on a solemn quality under a warm light streaming in from outside the frame. Each shelf sags slightly under its weight, cluttered with a variety of heavy hardcover books and aged paperbacks. The entire scene is permeated with a quiet yet weighty atmosphere. Suddenly, accompanied by a dull groan of wood under pressure, a tiny crack quietly appears on the vertical support at the center of the bookshelf. Then, like a flash of black lightning, it spreads upward and downward at astonishing speed, and the wood fibers visibly burst apart with a sharp, tearing sound. As the crack widened, the entire bookshelf structure began to bend catastrophically inward. First, several books near the crack tilted precariously forward, then fell one after another, triggering an avalanche of books. Books of all sizes and colors cascaded down like a waterfall, tumbling and colliding in the air, and finally smashing to the ground with a heavy, muffled thud. The thick dust raised rolled in the beam of light, instantly replacing the original tranquility with a dynamic scene of chaos and destruction.", + "seed": 13884, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_4/index_2717_seed_13884_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05317542506381869, + "vlm_logprob": -0.05317542506381869, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.05317542506381869, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a towering, dark, solid wood bookshelf with classical carved patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bookshelf appear cluttered with heavy hardcover books and aged paperbacks on sagging shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crack appear on the central vertical support and spread rapidly causing the bookshelf to bend inward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do books cascade down like a waterfall and smash to the ground creating dust in a beam of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18960966169834137 + ], + "opposite_logprob_tokens": [ + -1.8146096467971802 + ], + "logprob_reward": -0.18960966169834137, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18960966169834137, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08752141147851944, + 0.09030473977327347, + 0.05757897347211838, + 0.09830671548843384, + 0.09603005647659302, + 0.09603293985128403, + 0.1326724886894226, + 0.10393732041120529, + 0.09231798350811005, + 0.14529739320278168 + ], + "top_frames": [ + 9, + 6, + 7 + ], + "selected_reward": -0.18960966169834137 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a towering, dark, solid wood bookshelf with classical carved patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bookshelf appear cluttered with heavy hardcover books and aged paperbacks on sagging shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crack appear on the central vertical support and spread rapidly causing the bookshelf to bend inward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do books cascade down like a waterfall and smash to the ground creating dust in a beam of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02982817403972149 + ], + "opposite_logprob_tokens": [ + -3.5298280715942383 + ], + "logprob_reward": -0.02982817403972149, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02982817403972149, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13114723563194275, + 0.058840423822402954, + 0.03498128801584244, + 0.3282308876514435, + 0.0870145931839943, + 0.06442861258983612, + 0.05735936015844345, + 0.05087313428521156, + 0.10746128112077713, + 0.07966316491365433 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.02982817403972149 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a towering, dark, solid wood bookshelf with classical carved patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bookshelf appear cluttered with heavy hardcover books and aged paperbacks on sagging shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crack appear on the central vertical support and spread rapidly causing the bookshelf to bend inward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do books cascade down like a waterfall and smash to the ground creating dust in a beam of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012547831982374191 + ], + "opposite_logprob_tokens": [ + -4.387547969818115 + ], + "logprob_reward": -0.012547831982374191, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012547831982374191, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15863989293575287, + 0.09552059322595596, + 0.05847536399960518, + 0.11817395687103271, + 0.055781591683626175, + 0.034566622227430344, + 0.05860700458288193, + 0.07797633111476898, + 0.10520748049020767, + 0.23705117404460907 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.012547831982374191 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a towering, dark, solid wood bookshelf with classical carved patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bookshelf appear cluttered with heavy hardcover books and aged paperbacks on sagging shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crack appear on the central vertical support and spread rapidly causing the bookshelf to bend inward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do books cascade down like a waterfall and smash to the ground creating dust in a beam of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029797974973917007 + ], + "opposite_logprob_tokens": [ + -3.5297980308532715 + ], + "logprob_reward": -0.029797974973917007, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029797974973917007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0669359490275383, + 0.06800953298807144, + 0.041321806609630585, + 0.12732549011707306, + 0.07059288769960403, + 0.11872860044240952, + 0.16107064485549927, + 0.07077006995677948, + 0.0757279098033905, + 0.1995171159505844 + ], + "top_frames": [ + 9, + 6, + 3 + ], + "selected_reward": -0.029797974973917007 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a towering, dark, solid wood bookshelf with classical carved patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bookshelf appear cluttered with heavy hardcover books and aged paperbacks on sagging shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crack appear on the central vertical support and spread rapidly causing the bookshelf to bend inward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do books cascade down like a waterfall and smash to the ground creating dust in a beam of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0040934826247394085 + ], + "opposite_logprob_tokens": [ + -5.504093647003174 + ], + "logprob_reward": -0.0040934826247394085, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0040934826247394085, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07717908173799515, + 0.0428437739610672, + 0.021124547347426414, + 0.02783879078924656, + 0.04172726720571518, + 0.03160226345062256, + 0.05392753705382347, + 0.1888555884361267, + 0.14786088466644287, + 0.36704033613204956 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.0040934826247394085 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static medium shot, shot from a low angle, focuses on a towering, dark, solid wood bookshelf. Its edges, carved with classical patterns, take on a solemn quality under a warm light streaming in from outside the frame. Each shelf sags slightly under its weight, cluttered with a variety of heavy hardcover books and aged paperbacks. The entire scene is permeated with a quiet yet weighty atmosphere. Suddenly, accompanied by a dull groan of wood under pressure, a tiny crack quietly appears on the vertical support at the center of the bookshelf. Then, like a flash of black lightning, it spreads upward and downward at astonishing speed, and the wood fibers visibly burst apart with a sharp, tearing sound. As the crack widened, the entire bookshelf structure began to bend catastrophically inward. First, several books near the crack tilted precariously forward, then fell one after another, triggering an avalanche of books. Books of all sizes and colors cascaded down like a waterfall, tumbling and colliding in the air, and finally smashing to the ground with a heavy, muffled thud. The thick dust raised rolled in the beam of light, instantly replacing the original tranquility with a dynamic scene of chaos and destruction.", + "seed": 13885, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_4/index_2717_seed_13885_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07986266016960145, + "vlm_logprob": -0.07986266016960145, + "vlm_yes_no_margin": 2.700000023841858, + "vlm_token_credit": -0.07986266016960145, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a towering, dark, solid wood bookshelf with classical carved patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bookshelf appear cluttered with heavy hardcover books and aged paperbacks on sagging shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crack appear on the central vertical support and spread rapidly causing the bookshelf to bend inward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do books cascade down like a waterfall and smash to the ground creating dust in a beam of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1529027670621872 + ], + "opposite_logprob_tokens": [ + -2.027902841567993 + ], + "logprob_reward": -0.1529027670621872, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.1529027670621872, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09300581365823746, + 0.040114112198352814, + 0.051062554121017456, + 0.09917807579040527, + 0.09989184141159058, + 0.06975981593132019, + 0.08291526138782501, + 0.12895995378494263, + 0.18495865166187286, + 0.15015392005443573 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.1529027670621872 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a towering, dark, solid wood bookshelf with classical carved patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bookshelf appear cluttered with heavy hardcover books and aged paperbacks on sagging shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crack appear on the central vertical support and spread rapidly causing the bookshelf to bend inward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do books cascade down like a waterfall and smash to the ground creating dust in a beam of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04309879615902901 + ], + "opposite_logprob_tokens": [ + -3.1680986881256104 + ], + "logprob_reward": -0.04309879615902901, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04309879615902901, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06218329444527626, + 0.021481677889823914, + 0.013977148570120335, + 0.05064793676137924, + 0.17431363463401794, + 0.12676668167114258, + 0.07715361565351486, + 0.11289082467556, + 0.2760154902935028, + 0.08456964045763016 + ], + "top_frames": [ + 8, + 4, + 5 + ], + "selected_reward": -0.04309879615902901 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a towering, dark, solid wood bookshelf with classical carved patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bookshelf appear cluttered with heavy hardcover books and aged paperbacks on sagging shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crack appear on the central vertical support and spread rapidly causing the bookshelf to bend inward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do books cascade down like a waterfall and smash to the ground creating dust in a beam of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270851194858551 + ], + "opposite_logprob_tokens": [ + -2.1270852088928223 + ], + "logprob_reward": -0.1270851194858551, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270851194858551, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.039558716118335724, + 0.025542641058564186, + 0.0165924783796072, + 0.05054754018783569, + 0.10920082032680511, + 0.25588175654411316, + 0.1886347085237503, + 0.10560662299394608, + 0.1166209802031517, + 0.09181378036737442 + ], + "top_frames": [ + 5, + 6, + 8 + ], + "selected_reward": -0.1270851194858551 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a towering, dark, solid wood bookshelf with classical carved patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bookshelf appear cluttered with heavy hardcover books and aged paperbacks on sagging shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crack appear on the central vertical support and spread rapidly causing the bookshelf to bend inward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do books cascade down like a waterfall and smash to the ground creating dust in a beam of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038106709718704224 + ], + "opposite_logprob_tokens": [ + -3.288106679916382 + ], + "logprob_reward": -0.038106709718704224, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038106709718704224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05546930804848671, + 0.020047176629304886, + 0.020605063065886497, + 0.036045849323272705, + 0.04283657297492027, + 0.05806225538253784, + 0.0673203244805336, + 0.09133687615394592, + 0.28633084893226624, + 0.32194578647613525 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.038106709718704224 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a towering, dark, solid wood bookshelf with classical carved patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bookshelf appear cluttered with heavy hardcover books and aged paperbacks on sagging shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crack appear on the central vertical support and spread rapidly causing the bookshelf to bend inward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do books cascade down like a waterfall and smash to the ground creating dust in a beam of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038119908422231674 + ], + "opposite_logprob_tokens": [ + -3.2881197929382324 + ], + "logprob_reward": -0.038119908422231674, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038119908422231674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04064538702368736, + 0.016161976382136345, + 0.021058237180113792, + 0.01859377883374691, + 0.02181001752614975, + 0.034066520631313324, + 0.05354687571525574, + 0.030829237774014473, + 0.18785153329372406, + 0.5754364132881165 + ], + "top_frames": [ + 9, + 8, + 6 + ], + "selected_reward": -0.038119908422231674 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static medium shot, shot from a low angle, focuses on a towering, dark, solid wood bookshelf. Its edges, carved with classical patterns, take on a solemn quality under a warm light streaming in from outside the frame. Each shelf sags slightly under its weight, cluttered with a variety of heavy hardcover books and aged paperbacks. The entire scene is permeated with a quiet yet weighty atmosphere. Suddenly, accompanied by a dull groan of wood under pressure, a tiny crack quietly appears on the vertical support at the center of the bookshelf. Then, like a flash of black lightning, it spreads upward and downward at astonishing speed, and the wood fibers visibly burst apart with a sharp, tearing sound. As the crack widened, the entire bookshelf structure began to bend catastrophically inward. First, several books near the crack tilted precariously forward, then fell one after another, triggering an avalanche of books. Books of all sizes and colors cascaded down like a waterfall, tumbling and colliding in the air, and finally smashing to the ground with a heavy, muffled thud. The thick dust raised rolled in the beam of light, instantly replacing the original tranquility with a dynamic scene of chaos and destruction.", + "seed": 13886, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_4/index_2717_seed_13886_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.15630838871002198, + "vlm_logprob": -0.15630838871002198, + "vlm_yes_no_margin": 2.1, + "vlm_token_credit": -0.15630838871002198, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a towering, dark, solid wood bookshelf with classical carved patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bookshelf appear cluttered with heavy hardcover books and aged paperbacks on sagging shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crack appear on the central vertical support and spread rapidly causing the bookshelf to bend inward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do books cascade down like a waterfall and smash to the ground creating dust in a beam of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.39543604850769043 + ], + "opposite_logprob_tokens": [ + -1.1454360485076904 + ], + "logprob_reward": -0.39543604850769043, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.39543604850769043, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3051459789276123, + 0.1574694812297821, + 0.11166241019964218, + 0.07720145583152771, + 0.08465632796287537, + 0.023286163806915283, + 0.09223926812410355, + 0.06115823611617088, + 0.03875555843114853, + 0.048425108194351196 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.39543604850769043 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a towering, dark, solid wood bookshelf with classical carved patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bookshelf appear cluttered with heavy hardcover books and aged paperbacks on sagging shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crack appear on the central vertical support and spread rapidly causing the bookshelf to bend inward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do books cascade down like a waterfall and smash to the ground creating dust in a beam of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1604147106409073 + ], + "opposite_logprob_tokens": [ + -1.910414695739746 + ], + "logprob_reward": -0.1604147106409073, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1604147106409073, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17136916518211365, + 0.23967696726322174, + 0.07575192302465439, + 0.11042629927396774, + 0.058706656098365784, + 0.025353001430630684, + 0.07460856437683105, + 0.0356358140707016, + 0.09189289808273315, + 0.11657874286174774 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.1604147106409073 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a towering, dark, solid wood bookshelf with classical carved patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bookshelf appear cluttered with heavy hardcover books and aged paperbacks on sagging shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crack appear on the central vertical support and spread rapidly causing the bookshelf to bend inward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do books cascade down like a waterfall and smash to the ground creating dust in a beam of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033728644251823425 + ], + "opposite_logprob_tokens": [ + -3.40872859954834 + ], + "logprob_reward": -0.033728644251823425, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033728644251823425, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2001321166753769, + 0.15664154291152954, + 0.12379863858222961, + 0.1411495804786682, + 0.0995841771364212, + 0.059722136706113815, + 0.03697214648127556, + 0.040084321051836014, + 0.057626668363809586, + 0.08428873121738434 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.033728644251823425 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a towering, dark, solid wood bookshelf with classical carved patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bookshelf appear cluttered with heavy hardcover books and aged paperbacks on sagging shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crack appear on the central vertical support and spread rapidly causing the bookshelf to bend inward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do books cascade down like a waterfall and smash to the ground creating dust in a beam of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11296120285987854 + ], + "opposite_logprob_tokens": [ + -2.2379612922668457 + ], + "logprob_reward": -0.11296120285987854, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11296120285987854, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22242455184459686, + 0.11770441383123398, + 0.06998199224472046, + 0.10001722723245621, + 0.05860762670636177, + 0.025433853268623352, + 0.1173626035451889, + 0.05196932703256607, + 0.11843165755271912, + 0.11806672811508179 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.11296120285987854 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a towering, dark, solid wood bookshelf with classical carved patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bookshelf appear cluttered with heavy hardcover books and aged paperbacks on sagging shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crack appear on the central vertical support and spread rapidly causing the bookshelf to bend inward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do books cascade down like a waterfall and smash to the ground creating dust in a beam of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07900133728981018 + ], + "opposite_logprob_tokens": [ + -2.5790014266967773 + ], + "logprob_reward": -0.07900133728981018, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07900133728981018, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10170536488294601, + 0.09268025308847427, + 0.05695554241538048, + 0.08856025338172913, + 0.04680895805358887, + 0.03710372373461723, + 0.07847987860441208, + 0.06712282449007034, + 0.2441718727350235, + 0.1864113062620163 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.07900133728981018 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_5/index_tensor([7328, 7328])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_5/index_tensor([7328, 7328])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ccc559063dbf02b3fbb7e703a6a498c3a00dbdbb --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_5/index_tensor([7328, 7328])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium shot, at eye level, initially depicts an elderly man with kindly East Asian features, neatly combed silver hair, and a face etched with the gentle wrinkles of a happy life. He wears a soft beige cashmere cardigan over a crisp light blue button-down shirt and dark gray trousers, his arms folded, his posture straight yet relaxed. He walks along a weathered stone path with a deliberate, rhythmic pace, his dark brown leather shoes making almost no sound on the scattered, dry autumn leaves. As he walks, the camera begins a slow, fluid pullback, steadily widening the perspective. This movement gradually reveals the tranquil, leafy setting of Serenity Park in late afternoon. Low, golden sunlight filters through the vibrant canopies of towering ginkgo and maple trees, casting long, soft shadows and making the crimson and amber leaves on the ground sparkle. The ever-expanding view reveals a vast, manicured lawn to one side and the soft glow of a pond beyond, creating an atmosphere of deep tranquility and contemplation.", + "seed": 4774, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_5/index_7328_seed_4774_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.018343470618128778, + "vlm_logprob": -0.018343470618128778, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.018343470618128778, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with East Asian features and silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a beige cashmere cardigan over a light blue button-down shirt and dark gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man walk along a weathered stone path with a deliberate, rhythmic pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin a slow, fluid pullback that widens the perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a park with ginkgo and maple trees, a manicured lawn, and a pond in late afternoon light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016624024137854576 + ], + "opposite_logprob_tokens": [ + -4.1416239738464355 + ], + "logprob_reward": -0.016624024137854576, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016624024137854576, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36548760533332825, + 0.1258603185415268, + 0.14288893342018127, + 0.047586165368556976, + 0.05086769163608551, + 0.036328088492155075, + 0.025525271892547607, + 0.05526083707809448, + 0.0793430358171463, + 0.07085203379392624 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.016624024137854576 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with East Asian features and silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a beige cashmere cardigan over a light blue button-down shirt and dark gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man walk along a weathered stone path with a deliberate, rhythmic pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin a slow, fluid pullback that widens the perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a park with ginkgo and maple trees, a manicured lawn, and a pond in late afternoon light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014216337352991104 + ], + "opposite_logprob_tokens": [ + -4.264216423034668 + ], + "logprob_reward": -0.014216337352991104, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014216337352991104, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13432972133159637, + 0.04988708719611168, + 0.08216997981071472, + 0.041002001613378525, + 0.04856006056070328, + 0.060664206743240356, + 0.23545196652412415, + 0.16785091161727905, + 0.059089064598083496, + 0.120994932949543 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.014216337352991104 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with East Asian features and silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a beige cashmere cardigan over a light blue button-down shirt and dark gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man walk along a weathered stone path with a deliberate, rhythmic pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin a slow, fluid pullback that widens the perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a park with ginkgo and maple trees, a manicured lawn, and a pond in late afternoon light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016061797738075256 + ], + "opposite_logprob_tokens": [ + -4.141061782836914 + ], + "logprob_reward": -0.016061797738075256, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016061797738075256, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08141764998435974, + 0.07296319305896759, + 0.21405602991580963, + 0.04963434487581253, + 0.05888470262289047, + 0.023991312831640244, + 0.2300141602754593, + 0.11457668989896774, + 0.10271340608596802, + 0.05174855887889862 + ], + "top_frames": [ + 6, + 2, + 7 + ], + "selected_reward": -0.016061797738075256 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with East Asian features and silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a beige cashmere cardigan over a light blue button-down shirt and dark gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man walk along a weathered stone path with a deliberate, rhythmic pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin a slow, fluid pullback that widens the perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a park with ginkgo and maple trees, a manicured lawn, and a pond in late afternoon light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03808066248893738 + ], + "opposite_logprob_tokens": [ + -3.2880806922912598 + ], + "logprob_reward": -0.03808066248893738, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03808066248893738, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07366316020488739, + 0.07861396670341492, + 0.06581378728151321, + 0.036003921180963516, + 0.057248055934906006, + 0.05764947459101677, + 0.2872653007507324, + 0.23140007257461548, + 0.02357562817633152, + 0.08876671642065048 + ], + "top_frames": [ + 6, + 7, + 9 + ], + "selected_reward": -0.03808066248893738 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with East Asian features and silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a beige cashmere cardigan over a light blue button-down shirt and dark gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man walk along a weathered stone path with a deliberate, rhythmic pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin a slow, fluid pullback that widens the perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a park with ginkgo and maple trees, a manicured lawn, and a pond in late afternoon light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006734531372785568 + ], + "opposite_logprob_tokens": [ + -5.006734371185303 + ], + "logprob_reward": -0.006734531372785568, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006734531372785568, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09401663392782211, + 0.08193771541118622, + 0.09488925337791443, + 0.09734078496694565, + 0.04558846727013588, + 0.05240307375788689, + 0.1341179758310318, + 0.29486241936683655, + 0.05898381769657135, + 0.045859843492507935 + ], + "top_frames": [ + 7, + 6, + 3 + ], + "selected_reward": -0.006734531372785568 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, at eye level, initially depicts an elderly man with kindly East Asian features, neatly combed silver hair, and a face etched with the gentle wrinkles of a happy life. He wears a soft beige cashmere cardigan over a crisp light blue button-down shirt and dark gray trousers, his arms folded, his posture straight yet relaxed. He walks along a weathered stone path with a deliberate, rhythmic pace, his dark brown leather shoes making almost no sound on the scattered, dry autumn leaves. As he walks, the camera begins a slow, fluid pullback, steadily widening the perspective. This movement gradually reveals the tranquil, leafy setting of Serenity Park in late afternoon. Low, golden sunlight filters through the vibrant canopies of towering ginkgo and maple trees, casting long, soft shadows and making the crimson and amber leaves on the ground sparkle. The ever-expanding view reveals a vast, manicured lawn to one side and the soft glow of a pond beyond, creating an atmosphere of deep tranquility and contemplation.", + "seed": 4775, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_5/index_7328_seed_4775_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.024372097104787827, + "vlm_logprob": -0.024372097104787827, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.024372097104787827, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with East Asian features and silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a beige cashmere cardigan over a light blue button-down shirt and dark gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man walk along a weathered stone path with a deliberate, rhythmic pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin a slow, fluid pullback that widens the perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a park with ginkgo and maple trees, a manicured lawn, and a pond in late afternoon light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012979075312614441 + ], + "opposite_logprob_tokens": [ + -4.387979030609131 + ], + "logprob_reward": -0.012979075312614441, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012979075312614441, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.8186717629432678, + 0.03703491762280464, + 0.011059959419071674, + 0.01012495718896389, + 0.02096732147037983, + 0.01042207982391119, + 0.011753545142710209, + 0.00791945494711399, + 0.053340595215559006, + 0.01870541274547577 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.012979075312614441 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with East Asian features and silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a beige cashmere cardigan over a light blue button-down shirt and dark gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man walk along a weathered stone path with a deliberate, rhythmic pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin a slow, fluid pullback that widens the perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a park with ginkgo and maple trees, a manicured lawn, and a pond in late afternoon light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012558897957205772 + ], + "opposite_logprob_tokens": [ + -4.387558937072754 + ], + "logprob_reward": -0.012558897957205772, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012558897957205772, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.44976186752319336, + 0.12310368567705154, + 0.05679362267255783, + 0.07383960485458374, + 0.04555100202560425, + 0.03208092600107193, + 0.05676153302192688, + 0.03573865815997124, + 0.03860096260905266, + 0.08776814490556717 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.012558897957205772 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with East Asian features and silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a beige cashmere cardigan over a light blue button-down shirt and dark gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man walk along a weathered stone path with a deliberate, rhythmic pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin a slow, fluid pullback that widens the perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a park with ginkgo and maple trees, a manicured lawn, and a pond in late afternoon light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04304855689406395 + ], + "opposite_logprob_tokens": [ + -3.168048620223999 + ], + "logprob_reward": -0.04304855689406395, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04304855689406395, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6264929175376892, + 0.03872581571340561, + 0.03758016973733902, + 0.0534416027367115, + 0.03769311681389809, + 0.025059035047888756, + 0.0226729866117239, + 0.039011843502521515, + 0.031486526131629944, + 0.08783596754074097 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.04304855689406395 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with East Asian features and silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a beige cashmere cardigan over a light blue button-down shirt and dark gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man walk along a weathered stone path with a deliberate, rhythmic pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin a slow, fluid pullback that widens the perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a park with ginkgo and maple trees, a manicured lawn, and a pond in late afternoon light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04863604158163071 + ], + "opposite_logprob_tokens": [ + -3.048635959625244 + ], + "logprob_reward": -0.04863604158163071, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04863604158163071, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7730569243431091, + 0.03570003807544708, + 0.0255159642547369, + 0.0257955901324749, + 0.023935584351420403, + 0.018736684694886208, + 0.03204023465514183, + 0.026191551238298416, + 0.020626135170459747, + 0.018401212990283966 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.04863604158163071 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with East Asian features and silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a beige cashmere cardigan over a light blue button-down shirt and dark gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man walk along a weathered stone path with a deliberate, rhythmic pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin a slow, fluid pullback that widens the perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a park with ginkgo and maple trees, a manicured lawn, and a pond in late afternoon light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004637913778424263 + ], + "opposite_logprob_tokens": [ + -5.379637718200684 + ], + "logprob_reward": -0.004637913778424263, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004637913778424263, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24381782114505768, + 0.08582676947116852, + 0.04153437167406082, + 0.048890210688114166, + 0.09737133234739304, + 0.054085977375507355, + 0.03941088914871216, + 0.029741959646344185, + 0.02613786794245243, + 0.33318275213241577 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.004637913778424263 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, at eye level, initially depicts an elderly man with kindly East Asian features, neatly combed silver hair, and a face etched with the gentle wrinkles of a happy life. He wears a soft beige cashmere cardigan over a crisp light blue button-down shirt and dark gray trousers, his arms folded, his posture straight yet relaxed. He walks along a weathered stone path with a deliberate, rhythmic pace, his dark brown leather shoes making almost no sound on the scattered, dry autumn leaves. As he walks, the camera begins a slow, fluid pullback, steadily widening the perspective. This movement gradually reveals the tranquil, leafy setting of Serenity Park in late afternoon. Low, golden sunlight filters through the vibrant canopies of towering ginkgo and maple trees, casting long, soft shadows and making the crimson and amber leaves on the ground sparkle. The ever-expanding view reveals a vast, manicured lawn to one side and the soft glow of a pond beyond, creating an atmosphere of deep tranquility and contemplation.", + "seed": 4776, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_5/index_7328_seed_4776_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.017262873332947494, + "vlm_logprob": -0.017262873332947494, + "vlm_yes_no_margin": 4.2, + "vlm_token_credit": -0.017262873332947494, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with East Asian features and silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a beige cashmere cardigan over a light blue button-down shirt and dark gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man walk along a weathered stone path with a deliberate, rhythmic pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin a slow, fluid pullback that widens the perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a park with ginkgo and maple trees, a manicured lawn, and a pond in late afternoon light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014631355181336403 + ], + "opposite_logprob_tokens": [ + -4.264631271362305 + ], + "logprob_reward": -0.014631355181336403, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014631355181336403, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1815384477376938, + 0.043700210750103, + 0.06507468223571777, + 0.12490453571081161, + 0.03457123786211014, + 0.1373533457517624, + 0.1160053163766861, + 0.06040656194090843, + 0.14521601796150208, + 0.0912296399474144 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.014631355181336403 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with East Asian features and silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a beige cashmere cardigan over a light blue button-down shirt and dark gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man walk along a weathered stone path with a deliberate, rhythmic pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin a slow, fluid pullback that widens the perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a park with ginkgo and maple trees, a manicured lawn, and a pond in late afternoon light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00979651790112257 + ], + "opposite_logprob_tokens": [ + -4.634796619415283 + ], + "logprob_reward": -0.00979651790112257, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00979651790112257, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.047706641256809235, + 0.0177944153547287, + 0.05391143262386322, + 0.017844000831246376, + 0.021150538697838783, + 0.017201552167534828, + 0.03536999225616455, + 0.022512495517730713, + 0.7373227477073669, + 0.029186198487877846 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.00979651790112257 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with East Asian features and silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a beige cashmere cardigan over a light blue button-down shirt and dark gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man walk along a weathered stone path with a deliberate, rhythmic pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin a slow, fluid pullback that widens the perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a park with ginkgo and maple trees, a manicured lawn, and a pond in late afternoon light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020574131980538368 + ], + "opposite_logprob_tokens": [ + -3.8955740928649902 + ], + "logprob_reward": -0.020574131980538368, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020574131980538368, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.050740405917167664, + 0.013447266072034836, + 0.02815151959657669, + 0.017158733680844307, + 0.02335244044661522, + 0.031784504652023315, + 0.029545145109295845, + 0.020288007333874702, + 0.7328502535820007, + 0.05268166586756706 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.020574131980538368 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with East Asian features and silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a beige cashmere cardigan over a light blue button-down shirt and dark gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man walk along a weathered stone path with a deliberate, rhythmic pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin a slow, fluid pullback that widens the perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a park with ginkgo and maple trees, a manicured lawn, and a pond in late afternoon light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03368542343378067 + ], + "opposite_logprob_tokens": [ + -3.4086854457855225 + ], + "logprob_reward": -0.03368542343378067, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03368542343378067, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07378057390451431, + 0.03182917833328247, + 0.026089634746313095, + 0.2876209318637848, + 0.04545554518699646, + 0.02546188049018383, + 0.04537833482027054, + 0.35579848289489746, + 0.07203900068998337, + 0.03654639422893524 + ], + "top_frames": [ + 7, + 3, + 0 + ], + "selected_reward": -0.03368542343378067 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with East Asian features and silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a beige cashmere cardigan over a light blue button-down shirt and dark gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man walk along a weathered stone path with a deliberate, rhythmic pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin a slow, fluid pullback that widens the perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a park with ginkgo and maple trees, a manicured lawn, and a pond in late afternoon light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007626938167959452 + ], + "opposite_logprob_tokens": [ + -4.882627010345459 + ], + "logprob_reward": -0.007626938167959452, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007626938167959452, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10710542649030685, + 0.09090443700551987, + 0.05332104489207268, + 0.17615894973278046, + 0.04604737460613251, + 0.10152453929185867, + 0.059701450169086456, + 0.07432279735803604, + 0.19608278572559357, + 0.09483123570680618 + ], + "top_frames": [ + 8, + 3, + 0 + ], + "selected_reward": -0.007626938167959452 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, at eye level, initially depicts an elderly man with kindly East Asian features, neatly combed silver hair, and a face etched with the gentle wrinkles of a happy life. He wears a soft beige cashmere cardigan over a crisp light blue button-down shirt and dark gray trousers, his arms folded, his posture straight yet relaxed. He walks along a weathered stone path with a deliberate, rhythmic pace, his dark brown leather shoes making almost no sound on the scattered, dry autumn leaves. As he walks, the camera begins a slow, fluid pullback, steadily widening the perspective. This movement gradually reveals the tranquil, leafy setting of Serenity Park in late afternoon. Low, golden sunlight filters through the vibrant canopies of towering ginkgo and maple trees, casting long, soft shadows and making the crimson and amber leaves on the ground sparkle. The ever-expanding view reveals a vast, manicured lawn to one side and the soft glow of a pond beyond, creating an atmosphere of deep tranquility and contemplation.", + "seed": 4777, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_5/index_7328_seed_4777_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.026367786712944506, + "vlm_logprob": -0.026367786712944506, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.026367786712944506, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with East Asian features and silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a beige cashmere cardigan over a light blue button-down shirt and dark gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man walk along a weathered stone path with a deliberate, rhythmic pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin a slow, fluid pullback that widens the perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a park with ginkgo and maple trees, a manicured lawn, and a pond in late afternoon light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014532199129462242 + ], + "opposite_logprob_tokens": [ + -4.264532089233398 + ], + "logprob_reward": -0.014532199129462242, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014532199129462242, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15759746730327606, + 0.06483278423547745, + 0.07976987212896347, + 0.10598721355199814, + 0.17325438559055328, + 0.07402807474136353, + 0.07242504507303238, + 0.04730658978223801, + 0.12842902541160583, + 0.09636955708265305 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.014532199129462242 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with East Asian features and silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a beige cashmere cardigan over a light blue button-down shirt and dark gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man walk along a weathered stone path with a deliberate, rhythmic pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin a slow, fluid pullback that widens the perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a park with ginkgo and maple trees, a manicured lawn, and a pond in late afternoon light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012555954977869987 + ], + "opposite_logprob_tokens": [ + -4.387556076049805 + ], + "logprob_reward": -0.012555954977869987, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012555954977869987, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.253540575504303, + 0.08471544831991196, + 0.1080368161201477, + 0.08666763454675674, + 0.1007513478398323, + 0.07770352810621262, + 0.06795085221529007, + 0.06017056852579117, + 0.09213510155677795, + 0.06832819432020187 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.012555954977869987 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with East Asian features and silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a beige cashmere cardigan over a light blue button-down shirt and dark gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man walk along a weathered stone path with a deliberate, rhythmic pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin a slow, fluid pullback that widens the perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a park with ginkgo and maple trees, a manicured lawn, and a pond in late afternoon light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06203170493245125 + ], + "opposite_logprob_tokens": [ + -2.8120317459106445 + ], + "logprob_reward": -0.06203170493245125, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06203170493245125, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25648099184036255, + 0.07567456364631653, + 0.1075822040438652, + 0.040718309581279755, + 0.04112116992473602, + 0.11421262472867966, + 0.10690424591302872, + 0.025212394073605537, + 0.12462259083986282, + 0.10747090727090836 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.06203170493245125 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with East Asian features and silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a beige cashmere cardigan over a light blue button-down shirt and dark gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man walk along a weathered stone path with a deliberate, rhythmic pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin a slow, fluid pullback that widens the perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a park with ginkgo and maple trees, a manicured lawn, and a pond in late afternoon light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03808341547846794 + ], + "opposite_logprob_tokens": [ + -3.28808331489563 + ], + "logprob_reward": -0.03808341547846794, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03808341547846794, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2142258882522583, + 0.06634487211704254, + 0.18648023903369904, + 0.0529700368642807, + 0.06674031168222427, + 0.059315722435712814, + 0.05276676267385483, + 0.027093755081295967, + 0.15410220623016357, + 0.11996027082204819 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.03808341547846794 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with East Asian features and silver hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a beige cashmere cardigan over a light blue button-down shirt and dark gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man walk along a weathered stone path with a deliberate, rhythmic pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin a slow, fluid pullback that widens the perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a park with ginkgo and maple trees, a manicured lawn, and a pond in late afternoon light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004635659046471119 + ], + "opposite_logprob_tokens": [ + -5.379635810852051 + ], + "logprob_reward": -0.004635659046471119, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004635659046471119, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3110913336277008, + 0.07111277431249619, + 0.10726282000541687, + 0.03803069517016411, + 0.09558355063199997, + 0.1009431853890419, + 0.04270121082663536, + 0.02833506278693676, + 0.12354273349046707, + 0.08139665424823761 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.004635659046471119 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_6/index_tensor([8653, 8653])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_6/index_tensor([8653, 8653])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..576f755333684eac49fe8845ddd12a6213c7fad0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_6/index_tensor([8653, 8653])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An eye-level, static, medium shot captures a man in his 30s, with neatly styled dark brown hair and light stubble, sitting at an outdoor table. He wears a dark blue merino wool sweater over a crisp white collared shirt. Initially appearing slightly off-camera, he smoothly turns his head to face the camera, his expression transforming into a friendly, engaging expression as he begins to speak. The setting is a sun-drenched modern square, where a multi-tiered stone fountain provides a tranquil backdrop; water cascades down its weathered surface, and the pool at the bottom creates a canvas of gently shimmering ripples in the bright daylight. As he speaks, the man reaches for a closed, ultra-thin laptop with a silver aluminum finish on the table. Placing both hands on it, he opens the lid with a steady, deliberate movement. The cool light from the screen subtly illuminates his focused features and creates a soft reflection in his eyes. The entire scene is imbued with a calm, professional atmosphere, the man's focused movements harmoniously balanced with the fountain's steady, tranquil flow.", + "seed": 10895, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_6/index_8653_seed_10895_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.10306347217410802, + "vlm_logprob": -0.10306347217410802, + "vlm_yes_no_margin": 2.875, + "vlm_token_credit": -0.10306347217410802, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an eye-level, static, medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue merino wool sweater over a white collared shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man turn his head from off-camera to face the camera while opening a silver aluminum laptop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sun-drenched modern square featuring a multi-tiered stone fountain with cascading water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cool light from the laptop screen illuminate the man's face and create a reflection in his eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11157573759555817 + ], + "opposite_logprob_tokens": [ + -2.7365758419036865 + ], + "logprob_reward": -0.11157573759555817, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.11157573759555817, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10127726197242737, + 0.11244123429059982, + 0.11050475388765335, + 0.08647327125072479, + 0.14169438183307648, + 0.1637013852596283, + 0.08291329443454742, + 0.09311733394861221, + 0.0760127604007721, + 0.031864237040281296 + ], + "top_frames": [ + 5, + 4, + 1 + ], + "selected_reward": -0.11157573759555817 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an eye-level, static, medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue merino wool sweater over a white collared shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man turn his head from off-camera to face the camera while opening a silver aluminum laptop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sun-drenched modern square featuring a multi-tiered stone fountain with cascading water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cool light from the laptop screen illuminate the man's face and create a reflection in his eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08919637650251389 + ], + "opposite_logprob_tokens": [ + -2.4641964435577393 + ], + "logprob_reward": -0.08919637650251389, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08919637650251389, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18444348871707916, + 0.10590659826993942, + 0.07737196981906891, + 0.14706510305404663, + 0.15070240199565887, + 0.09920219331979752, + 0.05096384510397911, + 0.0702548697590828, + 0.07816288620233536, + 0.03592672944068909 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.08919637650251389 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an eye-level, static, medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue merino wool sweater over a white collared shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man turn his head from off-camera to face the camera while opening a silver aluminum laptop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sun-drenched modern square featuring a multi-tiered stone fountain with cascading water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cool light from the laptop screen illuminate the man's face and create a reflection in his eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28138360381126404 + ], + "opposite_logprob_tokens": [ + -1.4063836336135864 + ], + "logprob_reward": -0.28138360381126404, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28138360381126404, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09415826201438904, + 0.08297091722488403, + 0.049841951578855515, + 0.07472145557403564, + 0.1453220248222351, + 0.23670901358127594, + 0.06320825964212418, + 0.06003913655877113, + 0.1668841689825058, + 0.026144862174987793 + ], + "top_frames": [ + 5, + 8, + 4 + ], + "selected_reward": -0.28138360381126404 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an eye-level, static, medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue merino wool sweater over a white collared shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man turn his head from off-camera to face the camera while opening a silver aluminum laptop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sun-drenched modern square featuring a multi-tiered stone fountain with cascading water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cool light from the laptop screen illuminate the man's face and create a reflection in his eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01255913358181715 + ], + "opposite_logprob_tokens": [ + -4.387558937072754 + ], + "logprob_reward": -0.01255913358181715, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01255913358181715, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08485043048858643, + 0.09639853239059448, + 0.10367386788129807, + 0.33227571845054626, + 0.1659674197435379, + 0.024119753390550613, + 0.1171284094452858, + 0.02775183878839016, + 0.031172774732112885, + 0.01666124537587166 + ], + "top_frames": [ + 3, + 4, + 6 + ], + "selected_reward": -0.01255913358181715 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an eye-level, static, medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue merino wool sweater over a white collared shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man turn his head from off-camera to face the camera while opening a silver aluminum laptop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sun-drenched modern square featuring a multi-tiered stone fountain with cascading water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cool light from the laptop screen illuminate the man's face and create a reflection in his eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020602509379386902 + ], + "opposite_logprob_tokens": [ + -3.8956024646759033 + ], + "logprob_reward": -0.020602509379386902, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020602509379386902, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09951240569353104, + 0.10065936297178268, + 0.09642268717288971, + 0.11626551300287247, + 0.14638637006282806, + 0.11677823960781097, + 0.05891687795519829, + 0.0518394336104393, + 0.1543062925338745, + 0.05891294404864311 + ], + "top_frames": [ + 8, + 4, + 5 + ], + "selected_reward": -0.020602509379386902 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An eye-level, static, medium shot captures a man in his 30s, with neatly styled dark brown hair and light stubble, sitting at an outdoor table. He wears a dark blue merino wool sweater over a crisp white collared shirt. Initially appearing slightly off-camera, he smoothly turns his head to face the camera, his expression transforming into a friendly, engaging expression as he begins to speak. The setting is a sun-drenched modern square, where a multi-tiered stone fountain provides a tranquil backdrop; water cascades down its weathered surface, and the pool at the bottom creates a canvas of gently shimmering ripples in the bright daylight. As he speaks, the man reaches for a closed, ultra-thin laptop with a silver aluminum finish on the table. Placing both hands on it, he opens the lid with a steady, deliberate movement. The cool light from the screen subtly illuminates his focused features and creates a soft reflection in his eyes. The entire scene is imbued with a calm, professional atmosphere, the man's focused movements harmoniously balanced with the fountain's steady, tranquil flow.", + "seed": 10896, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_6/index_8653_seed_10896_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.12443874254822732, + "vlm_logprob": -0.12443874254822732, + "vlm_yes_no_margin": 2.925, + "vlm_token_credit": -0.12443874254822732, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an eye-level, static, medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue merino wool sweater over a white collared shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man turn his head from off-camera to face the camera while opening a silver aluminum laptop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sun-drenched modern square featuring a multi-tiered stone fountain with cascading water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cool light from the laptop screen illuminate the man's face and create a reflection in his eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09871865063905716 + ], + "opposite_logprob_tokens": [ + -3.3487186431884766 + ], + "logprob_reward": -0.09871865063905716, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.09871865063905716, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14618328213691711, + 0.11975141614675522, + 0.42256370186805725, + 0.033913686871528625, + 0.027017738670110703, + 0.025323791429400444, + 0.029307525604963303, + 0.08515042066574097, + 0.06247828155755997, + 0.04831020534038544 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.09871865063905716 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an eye-level, static, medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue merino wool sweater over a white collared shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man turn his head from off-camera to face the camera while opening a silver aluminum laptop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sun-drenched modern square featuring a multi-tiered stone fountain with cascading water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cool light from the laptop screen illuminate the man's face and create a reflection in his eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05506215989589691 + ], + "opposite_logprob_tokens": [ + -2.9300620555877686 + ], + "logprob_reward": -0.05506215989589691, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05506215989589691, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1658361852169037, + 0.12724462151527405, + 0.1968650072813034, + 0.03764906898140907, + 0.07312003523111343, + 0.027675967663526535, + 0.12892763316631317, + 0.09496960043907166, + 0.08918806165456772, + 0.058523885905742645 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.05506215989589691 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an eye-level, static, medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue merino wool sweater over a white collared shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man turn his head from off-camera to face the camera while opening a silver aluminum laptop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sun-drenched modern square featuring a multi-tiered stone fountain with cascading water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cool light from the laptop screen illuminate the man's face and create a reflection in his eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4290222227573395 + ], + "opposite_logprob_tokens": [ + -1.054022192955017 + ], + "logprob_reward": -0.4290222227573395, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4290222227573395, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04997725784778595, + 0.11391281336545944, + 0.25003254413604736, + 0.06460491567850113, + 0.05323421210050583, + 0.03418762981891632, + 0.11404407024383545, + 0.08058380335569382, + 0.10986173152923584, + 0.12956105172634125 + ], + "top_frames": [ + 2, + 9, + 6 + ], + "selected_reward": -0.4290222227573395 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an eye-level, static, medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue merino wool sweater over a white collared shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man turn his head from off-camera to face the camera while opening a silver aluminum laptop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sun-drenched modern square featuring a multi-tiered stone fountain with cascading water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cool light from the laptop screen illuminate the man's face and create a reflection in his eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016084320843219757 + ], + "opposite_logprob_tokens": [ + -4.14108419418335 + ], + "logprob_reward": -0.016084320843219757, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016084320843219757, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09892385452985764, + 0.21424633264541626, + 0.3452773094177246, + 0.04169970378279686, + 0.03785093501210213, + 0.02805260941386223, + 0.037159234285354614, + 0.16530439257621765, + 0.013190899044275284, + 0.018294682726264 + ], + "top_frames": [ + 2, + 1, + 7 + ], + "selected_reward": -0.016084320843219757 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an eye-level, static, medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue merino wool sweater over a white collared shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man turn his head from off-camera to face the camera while opening a silver aluminum laptop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sun-drenched modern square featuring a multi-tiered stone fountain with cascading water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cool light from the laptop screen illuminate the man's face and create a reflection in his eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023306358605623245 + ], + "opposite_logprob_tokens": [ + -3.773306369781494 + ], + "logprob_reward": -0.023306358605623245, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023306358605623245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15222923457622528, + 0.19704079627990723, + 0.17085441946983337, + 0.055103085935115814, + 0.0541536845266819, + 0.03143089637160301, + 0.06212834268808365, + 0.07081364095211029, + 0.14096051454544067, + 0.0652853399515152 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.023306358605623245 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An eye-level, static, medium shot captures a man in his 30s, with neatly styled dark brown hair and light stubble, sitting at an outdoor table. He wears a dark blue merino wool sweater over a crisp white collared shirt. Initially appearing slightly off-camera, he smoothly turns his head to face the camera, his expression transforming into a friendly, engaging expression as he begins to speak. The setting is a sun-drenched modern square, where a multi-tiered stone fountain provides a tranquil backdrop; water cascades down its weathered surface, and the pool at the bottom creates a canvas of gently shimmering ripples in the bright daylight. As he speaks, the man reaches for a closed, ultra-thin laptop with a silver aluminum finish on the table. Placing both hands on it, he opens the lid with a steady, deliberate movement. The cool light from the screen subtly illuminates his focused features and creates a soft reflection in his eyes. The entire scene is imbued with a calm, professional atmosphere, the man's focused movements harmoniously balanced with the fountain's steady, tranquil flow.", + "seed": 10897, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_6/index_8653_seed_10897_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07837114445865154, + "vlm_logprob": -0.07837114445865154, + "vlm_yes_no_margin": 3.2, + "vlm_token_credit": -0.07837114445865154, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an eye-level, static, medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue merino wool sweater over a white collared shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man turn his head from off-camera to face the camera while opening a silver aluminum laptop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sun-drenched modern square featuring a multi-tiered stone fountain with cascading water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cool light from the laptop screen illuminate the man's face and create a reflection in his eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09211234003305435 + ], + "opposite_logprob_tokens": [ + -2.9671123027801514 + ], + "logprob_reward": -0.09211234003305435, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.09211234003305435, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7386408448219299, + 0.03974634036421776, + 0.015985580161213875, + 0.10095832496881485, + 0.013765987008810043, + 0.02844259887933731, + 0.02535097859799862, + 0.010214783251285553, + 0.01506797969341278, + 0.011826598085463047 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.09211234003305435 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an eye-level, static, medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue merino wool sweater over a white collared shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man turn his head from off-camera to face the camera while opening a silver aluminum laptop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sun-drenched modern square featuring a multi-tiered stone fountain with cascading water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cool light from the laptop screen illuminate the man's face and create a reflection in his eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04314321279525757 + ], + "opposite_logprob_tokens": [ + -3.1681432723999023 + ], + "logprob_reward": -0.04314321279525757, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04314321279525757, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6899232268333435, + 0.029613690450787544, + 0.018068471923470497, + 0.05671589821577072, + 0.03171144798398018, + 0.01535988412797451, + 0.03163444250822067, + 0.027235064655542374, + 0.06409760564565659, + 0.03564025089144707 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.04314321279525757 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an eye-level, static, medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue merino wool sweater over a white collared shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man turn his head from off-camera to face the camera while opening a silver aluminum laptop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sun-drenched modern square featuring a multi-tiered stone fountain with cascading water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cool light from the laptop screen illuminate the man's face and create a reflection in his eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2256552278995514 + ], + "opposite_logprob_tokens": [ + -1.600655198097229 + ], + "logprob_reward": -0.2256552278995514, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2256552278995514, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24220579862594604, + 0.04094136878848076, + 0.02490362338721752, + 0.10386628657579422, + 0.0699833333492279, + 0.11663436889648438, + 0.14375896751880646, + 0.1378197968006134, + 0.09057798981666565, + 0.029308442026376724 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.2256552278995514 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an eye-level, static, medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue merino wool sweater over a white collared shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man turn his head from off-camera to face the camera while opening a silver aluminum laptop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sun-drenched modern square featuring a multi-tiered stone fountain with cascading water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cool light from the laptop screen illuminate the man's face and create a reflection in his eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00764184445142746 + ], + "opposite_logprob_tokens": [ + -4.882641792297363 + ], + "logprob_reward": -0.00764184445142746, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00764184445142746, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6691353917121887, + 0.09482953697443008, + 0.029580967500805855, + 0.031089141964912415, + 0.014276067726314068, + 0.04433393105864525, + 0.025914456695318222, + 0.030439453199505806, + 0.02992306463420391, + 0.030477965250611305 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.00764184445142746 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an eye-level, static, medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue merino wool sweater over a white collared shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man turn his head from off-camera to face the camera while opening a silver aluminum laptop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sun-drenched modern square featuring a multi-tiered stone fountain with cascading water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cool light from the laptop screen illuminate the man's face and create a reflection in his eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023303097113966942 + ], + "opposite_logprob_tokens": [ + -3.7733030319213867 + ], + "logprob_reward": -0.023303097113966942, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023303097113966942, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5719786286354065, + 0.04365124553442001, + 0.018179189413785934, + 0.04948679357767105, + 0.04133742302656174, + 0.03411172330379486, + 0.07907142490148544, + 0.07223589718341827, + 0.040481843054294586, + 0.0494658462703228 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.023303097113966942 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An eye-level, static, medium shot captures a man in his 30s, with neatly styled dark brown hair and light stubble, sitting at an outdoor table. He wears a dark blue merino wool sweater over a crisp white collared shirt. Initially appearing slightly off-camera, he smoothly turns his head to face the camera, his expression transforming into a friendly, engaging expression as he begins to speak. The setting is a sun-drenched modern square, where a multi-tiered stone fountain provides a tranquil backdrop; water cascades down its weathered surface, and the pool at the bottom creates a canvas of gently shimmering ripples in the bright daylight. As he speaks, the man reaches for a closed, ultra-thin laptop with a silver aluminum finish on the table. Placing both hands on it, he opens the lid with a steady, deliberate movement. The cool light from the screen subtly illuminates his focused features and creates a soft reflection in his eyes. The entire scene is imbued with a calm, professional atmosphere, the man's focused movements harmoniously balanced with the fountain's steady, tranquil flow.", + "seed": 10898, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_6/index_8653_seed_10898_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04808596866205335, + "vlm_logprob": -0.04808596866205335, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.04808596866205335, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an eye-level, static, medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue merino wool sweater over a white collared shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man turn his head from off-camera to face the camera while opening a silver aluminum laptop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sun-drenched modern square featuring a multi-tiered stone fountain with cascading water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cool light from the laptop screen illuminate the man's face and create a reflection in his eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07610229402780533 + ], + "opposite_logprob_tokens": [ + -3.2011022567749023 + ], + "logprob_reward": -0.07610229402780533, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.07610229402780533, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13717786967754364, + 0.05862756446003914, + 0.06719638407230377, + 0.018330706283450127, + 0.04058500751852989, + 0.09285075962543488, + 0.04208771884441376, + 0.04597587138414383, + 0.19693654775619507, + 0.30023157596588135 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.07610229402780533 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an eye-level, static, medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue merino wool sweater over a white collared shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man turn his head from off-camera to face the camera while opening a silver aluminum laptop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sun-drenched modern square featuring a multi-tiered stone fountain with cascading water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cool light from the laptop screen illuminate the man's face and create a reflection in his eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0891716256737709 + ], + "opposite_logprob_tokens": [ + -2.4641716480255127 + ], + "logprob_reward": -0.0891716256737709, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0891716256737709, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13146062195301056, + 0.09480751305818558, + 0.08365920931100845, + 0.026634367182850838, + 0.06387904286384583, + 0.08107788115739822, + 0.015388197265565395, + 0.033871497958898544, + 0.08584316819906235, + 0.3833785653114319 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.0891716256737709 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an eye-level, static, medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue merino wool sweater over a white collared shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man turn his head from off-camera to face the camera while opening a silver aluminum laptop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sun-drenched modern square featuring a multi-tiered stone fountain with cascading water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cool light from the laptop screen illuminate the man's face and create a reflection in his eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497945845127106 + ], + "opposite_logprob_tokens": [ + -2.9299795627593994 + ], + "logprob_reward": -0.05497945845127106, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497945845127106, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08318034559488297, + 0.057728976011276245, + 0.08908095210790634, + 0.020052950829267502, + 0.03519468382000923, + 0.05625889077782631, + 0.018389316275715828, + 0.09861782193183899, + 0.16584613919258118, + 0.37564992904663086 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.05497945845127106 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an eye-level, static, medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue merino wool sweater over a white collared shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man turn his head from off-camera to face the camera while opening a silver aluminum laptop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sun-drenched modern square featuring a multi-tiered stone fountain with cascading water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cool light from the laptop screen illuminate the man's face and create a reflection in his eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004099181387573481 + ], + "opposite_logprob_tokens": [ + -5.504099369049072 + ], + "logprob_reward": -0.004099181387573481, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004099181387573481, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2914786636829376, + 0.05489988997578621, + 0.03849416598677635, + 0.01935006119310856, + 0.1370634138584137, + 0.08321821689605713, + 0.01278225239366293, + 0.023235684260725975, + 0.1546948403120041, + 0.18478287756443024 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.004099181387573481 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an eye-level, static, medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue merino wool sweater over a white collared shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man turn his head from off-camera to face the camera while opening a silver aluminum laptop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a sun-drenched modern square featuring a multi-tiered stone fountain with cascading water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cool light from the laptop screen illuminate the man's face and create a reflection in his eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016077283769845963 + ], + "opposite_logprob_tokens": [ + -4.141077518463135 + ], + "logprob_reward": -0.016077283769845963, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016077283769845963, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26926207542419434, + 0.0753006562590599, + 0.038893647491931915, + 0.028172863647341728, + 0.07665511965751648, + 0.04312939569354057, + 0.02607491798698902, + 0.04263876751065254, + 0.13364799320697784, + 0.26622456312179565 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.016077283769845963 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_7/index_tensor([9153, 9153])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_7/index_tensor([9153, 9153])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9e0b671cf490ef989366723e098dcf5e19278757 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_7/index_tensor([9153, 9153])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static close-up shot from a slightly upward angle focuses on a serene practitioner seated before a heavy wooden Go board, lost in thought. His head is shaved, his features thin and angular, his eyes downcast as he gazes intently at the endgame on the board, his lips pursed in a look of intense concentration. He wears a simple, dark gray cotton and linen robe, its collar neatly tied, its folds naturally flowing as he leans forward. A strong sidelight streams in from outside the frame, sharply sculpting the curve of his head, the high bridge of his nose, and the contours of his cheeks in classic black and white, while the other side of his face is completely shrouded in deep shadow. His right hand gracefully hovers above the board, his index and middle fingers firmly holding a round, smooth black Go piece. The piece reflects a subtle luster in the light, as if about to fall, yet suspended in the air. The background is a blurred dark wooden grille, and the entire picture is extremely restrained in tone, presenting a high-contrast black and white film texture, creating a tense atmosphere of frozen time, far-reaching tranquility, and full of oriental philosophical wisdom.", + "seed": 3716, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_7/index_9153_seed_3716_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.010687541228253394, + "vlm_logprob": -0.010687541228253394, + "vlm_yes_no_margin": 4.975, + "vlm_token_credit": -0.010687541228253394, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a practitioner with a shaved head wearing a dark gray cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the practitioner seated before a heavy wooden Go board with his right hand hovering above it holding a black Go piece?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a strong sidelight from outside the frame that creates high contrast with deep shadows on one side of the face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned in a static close-up shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a blurred dark wooden grille background with a high-contrast black and white film texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014639461413025856 + ], + "opposite_logprob_tokens": [ + -4.264639377593994 + ], + "logprob_reward": -0.014639461413025856, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014639461413025856, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2294076681137085, + 0.06448955833911896, + 0.1052650511264801, + 0.033417876809835434, + 0.08094391971826553, + 0.07701481878757477, + 0.09924131631851196, + 0.09582332521677017, + 0.1523306518793106, + 0.062065862119197845 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.014639461413025856 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a practitioner with a shaved head wearing a dark gray cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the practitioner seated before a heavy wooden Go board with his right hand hovering above it holding a black Go piece?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a strong sidelight from outside the frame that creates high contrast with deep shadows on one side of the face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned in a static close-up shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a blurred dark wooden grille background with a high-contrast black and white film texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023301351815462112 + ], + "opposite_logprob_tokens": [ + -3.773301362991333 + ], + "logprob_reward": -0.023301351815462112, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023301351815462112, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23362332582473755, + 0.2971384525299072, + 0.09624107927083969, + 0.02909323386847973, + 0.15865634381771088, + 0.06220608204603195, + 0.04197574779391289, + 0.03531312569975853, + 0.022720707580447197, + 0.023031998425722122 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.023301351815462112 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a practitioner with a shaved head wearing a dark gray cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the practitioner seated before a heavy wooden Go board with his right hand hovering above it holding a black Go piece?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a strong sidelight from outside the frame that creates high contrast with deep shadows on one side of the face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned in a static close-up shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a blurred dark wooden grille background with a high-contrast black and white film texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059450226835906506 + ], + "opposite_logprob_tokens": [ + -5.130945205688477 + ], + "logprob_reward": -0.0059450226835906506, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059450226835906506, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27747929096221924, + 0.16217747330665588, + 0.279475599527359, + 0.03102949634194374, + 0.05430792644619942, + 0.0578630231320858, + 0.052929457277059555, + 0.028301382437348366, + 0.03968406468629837, + 0.016752367839217186 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.0059450226835906506 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a practitioner with a shaved head wearing a dark gray cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the practitioner seated before a heavy wooden Go board with his right hand hovering above it holding a black Go piece?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a strong sidelight from outside the frame that creates high contrast with deep shadows on one side of the face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned in a static close-up shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a blurred dark wooden grille background with a high-contrast black and white film texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008634022437036037 + ], + "opposite_logprob_tokens": [ + -4.758634090423584 + ], + "logprob_reward": -0.008634022437036037, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008634022437036037, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21687844395637512, + 0.19869062304496765, + 0.15186114609241486, + 0.08771510422229767, + 0.12602415680885315, + 0.06436725705862045, + 0.037783924490213394, + 0.03454257547855377, + 0.05558546259999275, + 0.02655128575861454 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.008634022437036037 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a practitioner with a shaved head wearing a dark gray cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the practitioner seated before a heavy wooden Go board with his right hand hovering above it holding a black Go piece?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a strong sidelight from outside the frame that creates high contrast with deep shadows on one side of the face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned in a static close-up shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a blurred dark wooden grille background with a high-contrast black and white film texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009178477921523154 + ], + "opposite_logprob_tokens": [ + -7.000917911529541 + ], + "logprob_reward": -0.0009178477921523154, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009178477921523154, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14849020540714264, + 0.13466551899909973, + 0.3119537830352783, + 0.060452427715063095, + 0.094941146671772, + 0.04800008609890938, + 0.07854422926902771, + 0.049720387905836105, + 0.05174817144870758, + 0.021484026685357094 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.0009178477921523154 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static close-up shot from a slightly upward angle focuses on a serene practitioner seated before a heavy wooden Go board, lost in thought. His head is shaved, his features thin and angular, his eyes downcast as he gazes intently at the endgame on the board, his lips pursed in a look of intense concentration. He wears a simple, dark gray cotton and linen robe, its collar neatly tied, its folds naturally flowing as he leans forward. A strong sidelight streams in from outside the frame, sharply sculpting the curve of his head, the high bridge of his nose, and the contours of his cheeks in classic black and white, while the other side of his face is completely shrouded in deep shadow. His right hand gracefully hovers above the board, his index and middle fingers firmly holding a round, smooth black Go piece. The piece reflects a subtle luster in the light, as if about to fall, yet suspended in the air. The background is a blurred dark wooden grille, and the entire picture is extremely restrained in tone, presenting a high-contrast black and white film texture, creating a tense atmosphere of frozen time, far-reaching tranquility, and full of oriental philosophical wisdom.", + "seed": 3717, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_7/index_9153_seed_3717_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03834588467143476, + "vlm_logprob": -0.03834588467143476, + "vlm_yes_no_margin": 4.375, + "vlm_token_credit": -0.03834588467143476, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a practitioner with a shaved head wearing a dark gray cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the practitioner seated before a heavy wooden Go board with his right hand hovering above it holding a black Go piece?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a strong sidelight from outside the frame that creates high contrast with deep shadows on one side of the face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned in a static close-up shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a blurred dark wooden grille background with a high-contrast black and white film texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10144051164388657 + ], + "opposite_logprob_tokens": [ + -2.3514404296875 + ], + "logprob_reward": -0.10144051164388657, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10144051164388657, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.044186729937791824, + 0.013195071369409561, + 0.005425188224762678, + 0.002489576581865549, + 0.00698877265676856, + 0.003538834396749735, + 0.8975112438201904, + 0.003207163652405143, + 0.01265762746334076, + 0.010799771174788475 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.10144051164388657 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a practitioner with a shaved head wearing a dark gray cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the practitioner seated before a heavy wooden Go board with his right hand hovering above it holding a black Go piece?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a strong sidelight from outside the frame that creates high contrast with deep shadows on one side of the face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned in a static close-up shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a blurred dark wooden grille background with a high-contrast black and white film texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07901918143033981 + ], + "opposite_logprob_tokens": [ + -2.579019069671631 + ], + "logprob_reward": -0.07901918143033981, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07901918143033981, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07014951854944229, + 0.05254022777080536, + 0.026911446824669838, + 0.04983389750123024, + 0.15411090850830078, + 0.011504448018968105, + 0.5231706500053406, + 0.009333144873380661, + 0.03705139458179474, + 0.06539442390203476 + ], + "top_frames": [ + 6, + 4, + 0 + ], + "selected_reward": -0.07901918143033981 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a practitioner with a shaved head wearing a dark gray cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the practitioner seated before a heavy wooden Go board with his right hand hovering above it holding a black Go piece?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a strong sidelight from outside the frame that creates high contrast with deep shadows on one side of the face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned in a static close-up shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a blurred dark wooden grille background with a high-contrast black and white film texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036140859592705965 + ], + "opposite_logprob_tokens": [ + -5.6286139488220215 + ], + "logprob_reward": -0.0036140859592705965, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036140859592705965, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.055202603340148926, + 0.02755732834339142, + 0.03279557824134827, + 0.025239247828722, + 0.0540076345205307, + 0.052973102778196335, + 0.7079339623451233, + 0.017062408849596977, + 0.00772286020219326, + 0.019505247473716736 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.0036140859592705965 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a practitioner with a shaved head wearing a dark gray cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the practitioner seated before a heavy wooden Go board with his right hand hovering above it holding a black Go piece?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a strong sidelight from outside the frame that creates high contrast with deep shadows on one side of the face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned in a static close-up shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a blurred dark wooden grille background with a high-contrast black and white film texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005944667384028435 + ], + "opposite_logprob_tokens": [ + -5.130944728851318 + ], + "logprob_reward": -0.005944667384028435, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005944667384028435, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.014655662700533867, + 0.007731525227427483, + 0.010837528854608536, + 0.0051143355667591095, + 0.024065354838967323, + 0.012456882745027542, + 0.8834214210510254, + 0.0103849982842803, + 0.005715532228350639, + 0.025616774335503578 + ], + "top_frames": [ + 6, + 9, + 4 + ], + "selected_reward": -0.005944667384028435 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a practitioner with a shaved head wearing a dark gray cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the practitioner seated before a heavy wooden Go board with his right hand hovering above it holding a black Go piece?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a strong sidelight from outside the frame that creates high contrast with deep shadows on one side of the face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned in a static close-up shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a blurred dark wooden grille background with a high-contrast black and white film texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017109769396483898 + ], + "opposite_logprob_tokens": [ + -6.376710891723633 + ], + "logprob_reward": -0.0017109769396483898, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017109769396483898, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.013279901817440987, + 0.014171084389090538, + 0.02424694411456585, + 0.0547761544585228, + 0.18998411297798157, + 0.013536376878619194, + 0.6145516037940979, + 0.00983085110783577, + 0.03640448674559593, + 0.029218392446637154 + ], + "top_frames": [ + 6, + 4, + 3 + ], + "selected_reward": -0.0017109769396483898 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static close-up shot from a slightly upward angle focuses on a serene practitioner seated before a heavy wooden Go board, lost in thought. His head is shaved, his features thin and angular, his eyes downcast as he gazes intently at the endgame on the board, his lips pursed in a look of intense concentration. He wears a simple, dark gray cotton and linen robe, its collar neatly tied, its folds naturally flowing as he leans forward. A strong sidelight streams in from outside the frame, sharply sculpting the curve of his head, the high bridge of his nose, and the contours of his cheeks in classic black and white, while the other side of his face is completely shrouded in deep shadow. His right hand gracefully hovers above the board, his index and middle fingers firmly holding a round, smooth black Go piece. The piece reflects a subtle luster in the light, as if about to fall, yet suspended in the air. The background is a blurred dark wooden grille, and the entire picture is extremely restrained in tone, presenting a high-contrast black and white film texture, creating a tense atmosphere of frozen time, far-reaching tranquility, and full of oriental philosophical wisdom.", + "seed": 3718, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_7/index_9153_seed_3718_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.011497040744870901, + "vlm_logprob": -0.011497040744870901, + "vlm_yes_no_margin": 4.8, + "vlm_token_credit": -0.011497040744870901, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a practitioner with a shaved head wearing a dark gray cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the practitioner seated before a heavy wooden Go board with his right hand hovering above it holding a black Go piece?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a strong sidelight from outside the frame that creates high contrast with deep shadows on one side of the face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned in a static close-up shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a blurred dark wooden grille background with a high-contrast black and white film texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.024209704250097275 + ], + "opposite_logprob_tokens": [ + -3.77420973777771 + ], + "logprob_reward": -0.024209704250097275, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.024209704250097275, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3460334241390228, + 0.09720742702484131, + 0.03794500604271889, + 0.05584642291069031, + 0.07630458474159241, + 0.06964767724275589, + 0.05829910188913345, + 0.1058269590139389, + 0.06906365603208542, + 0.0838257372379303 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.024209704250097275 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a practitioner with a shaved head wearing a dark gray cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the practitioner seated before a heavy wooden Go board with his right hand hovering above it holding a black Go piece?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a strong sidelight from outside the frame that creates high contrast with deep shadows on one side of the face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned in a static close-up shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a blurred dark wooden grille background with a high-contrast black and white film texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01820310764014721 + ], + "opposite_logprob_tokens": [ + -4.018203258514404 + ], + "logprob_reward": -0.01820310764014721, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01820310764014721, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20799832046031952, + 0.11312500387430191, + 0.1359872967004776, + 0.07855936884880066, + 0.04022975638508797, + 0.02964235469698906, + 0.033079829066991806, + 0.08419764041900635, + 0.10946892201900482, + 0.167711541056633 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.01820310764014721 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a practitioner with a shaved head wearing a dark gray cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the practitioner seated before a heavy wooden Go board with his right hand hovering above it holding a black Go piece?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a strong sidelight from outside the frame that creates high contrast with deep shadows on one side of the face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned in a static close-up shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a blurred dark wooden grille background with a high-contrast black and white film texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005252727307379246 + ], + "opposite_logprob_tokens": [ + -5.255252838134766 + ], + "logprob_reward": -0.005252727307379246, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005252727307379246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4683758020401001, + 0.0666876956820488, + 0.034947361797094345, + 0.06697195023298264, + 0.07695993036031723, + 0.07694322615861893, + 0.055290959775447845, + 0.056138139218091965, + 0.043965622782707214, + 0.05371938273310661 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.005252727307379246 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a practitioner with a shaved head wearing a dark gray cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the practitioner seated before a heavy wooden Go board with his right hand hovering above it holding a black Go piece?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a strong sidelight from outside the frame that creates high contrast with deep shadows on one side of the face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned in a static close-up shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a blurred dark wooden grille background with a high-contrast black and white film texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007624690420925617 + ], + "opposite_logprob_tokens": [ + -4.882624626159668 + ], + "logprob_reward": -0.007624690420925617, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007624690420925617, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2614946961402893, + 0.08928967267274857, + 0.08019255101680756, + 0.07615634053945541, + 0.0957435742020607, + 0.054015737026929855, + 0.043689530342817307, + 0.06604892760515213, + 0.11846324056386948, + 0.1149057149887085 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.007624690420925617 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a practitioner with a shaved head wearing a dark gray cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the practitioner seated before a heavy wooden Go board with his right hand hovering above it holding a black Go piece?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a strong sidelight from outside the frame that creates high contrast with deep shadows on one side of the face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned in a static close-up shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a blurred dark wooden grille background with a high-contrast black and white film texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021949741058051586 + ], + "opposite_logprob_tokens": [ + -6.127194881439209 + ], + "logprob_reward": -0.0021949741058051586, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021949741058051586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33162936568260193, + 0.09493806213140488, + 0.10342660546302795, + 0.0652850940823555, + 0.05064574256539345, + 0.06544114649295807, + 0.05470970645546913, + 0.09225274622440338, + 0.057354386895895004, + 0.08431708067655563 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.0021949741058051586 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static close-up shot from a slightly upward angle focuses on a serene practitioner seated before a heavy wooden Go board, lost in thought. His head is shaved, his features thin and angular, his eyes downcast as he gazes intently at the endgame on the board, his lips pursed in a look of intense concentration. He wears a simple, dark gray cotton and linen robe, its collar neatly tied, its folds naturally flowing as he leans forward. A strong sidelight streams in from outside the frame, sharply sculpting the curve of his head, the high bridge of his nose, and the contours of his cheeks in classic black and white, while the other side of his face is completely shrouded in deep shadow. His right hand gracefully hovers above the board, his index and middle fingers firmly holding a round, smooth black Go piece. The piece reflects a subtle luster in the light, as if about to fall, yet suspended in the air. The background is a blurred dark wooden grille, and the entire picture is extremely restrained in tone, presenting a high-contrast black and white film texture, creating a tense atmosphere of frozen time, far-reaching tranquility, and full of oriental philosophical wisdom.", + "seed": 3719, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_7/index_9153_seed_3719_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.015208913595415652, + "vlm_logprob": -0.015208913595415652, + "vlm_yes_no_margin": 4.674999952316284, + "vlm_token_credit": -0.015208913595415652, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a practitioner with a shaved head wearing a dark gray cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the practitioner seated before a heavy wooden Go board with his right hand hovering above it holding a black Go piece?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a strong sidelight from outside the frame that creates high contrast with deep shadows on one side of the face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned in a static close-up shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a blurred dark wooden grille background with a high-contrast black and white film texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038721706718206406 + ], + "opposite_logprob_tokens": [ + -3.288721799850464 + ], + "logprob_reward": -0.038721706718206406, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038721706718206406, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1343860626220703, + 0.08154886215925217, + 0.11044422537088394, + 0.24049200117588043, + 0.23066829144954681, + 0.038975898176431656, + 0.03683866187930107, + 0.036073267459869385, + 0.05005469545722008, + 0.04051806777715683 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.038721706718206406 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a practitioner with a shaved head wearing a dark gray cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the practitioner seated before a heavy wooden Go board with his right hand hovering above it holding a black Go piece?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a strong sidelight from outside the frame that creates high contrast with deep shadows on one side of the face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned in a static close-up shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a blurred dark wooden grille background with a high-contrast black and white film texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107992883771658 + ], + "opposite_logprob_tokens": [ + -4.511079788208008 + ], + "logprob_reward": -0.01107992883771658, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107992883771658, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0656096562743187, + 0.11216118186712265, + 0.11091974377632141, + 0.1478065699338913, + 0.06432505697011948, + 0.16996310651302338, + 0.07059002667665482, + 0.047681186348199844, + 0.16497674584388733, + 0.04596666991710663 + ], + "top_frames": [ + 5, + 8, + 3 + ], + "selected_reward": -0.01107992883771658 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a practitioner with a shaved head wearing a dark gray cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the practitioner seated before a heavy wooden Go board with his right hand hovering above it holding a black Go piece?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a strong sidelight from outside the frame that creates high contrast with deep shadows on one side of the face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned in a static close-up shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a blurred dark wooden grille background with a high-contrast black and white film texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006731926463544369 + ], + "opposite_logprob_tokens": [ + -5.006731986999512 + ], + "logprob_reward": -0.006731926463544369, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006731926463544369, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13822568953037262, + 0.15284393727779388, + 0.11195823550224304, + 0.18067455291748047, + 0.14362040162086487, + 0.08225667476654053, + 0.031544074416160583, + 0.0263533778488636, + 0.11023875325918198, + 0.022284330800175667 + ], + "top_frames": [ + 3, + 1, + 4 + ], + "selected_reward": -0.006731926463544369 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a practitioner with a shaved head wearing a dark gray cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the practitioner seated before a heavy wooden Go board with his right hand hovering above it holding a black Go piece?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a strong sidelight from outside the frame that creates high contrast with deep shadows on one side of the face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned in a static close-up shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a blurred dark wooden grille background with a high-contrast black and white film texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018177704885601997 + ], + "opposite_logprob_tokens": [ + -4.018177509307861 + ], + "logprob_reward": -0.018177704885601997, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018177704885601997, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13741779327392578, + 0.09791447222232819, + 0.1350303292274475, + 0.15018343925476074, + 0.19385437667369843, + 0.07020673900842667, + 0.07404298335313797, + 0.0384097620844841, + 0.038528647273778915, + 0.06441149115562439 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.018177704885601997 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a practitioner with a shaved head wearing a dark gray cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the practitioner seated before a heavy wooden Go board with his right hand hovering above it holding a black Go piece?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a strong sidelight from outside the frame that creates high contrast with deep shadows on one side of the face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned in a static close-up shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a blurred dark wooden grille background with a high-contrast black and white film texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013333010720089078 + ], + "opposite_logprob_tokens": [ + -6.626333236694336 + ], + "logprob_reward": -0.0013333010720089078, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013333010720089078, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09371838718652725, + 0.029140111058950424, + 0.09559110552072525, + 0.19666704535484314, + 0.15661951899528503, + 0.18826305866241455, + 0.028371168300509453, + 0.1114356592297554, + 0.05413913354277611, + 0.04605475068092346 + ], + "top_frames": [ + 3, + 5, + 4 + ], + "selected_reward": -0.0013333010720089078 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_8/index_tensor([6659, 6659])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_8/index_tensor([6659, 6659])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9065e8f3e692812980d0865722f5d5b2c419db1b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_8/index_tensor([6659, 6659])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "stunning close-up, captured with a shallow depth of field, captures a single, shimmering teardrop. Soft, diffuse light emanates as it slowly and heavily slides down the delicate skin, leaving a shimmering, wet trail across the cheek. Following the tear's path, the camera tilts upward with an incredibly slow and smooth motion, closely tracking the path of this sorrowful drop, finally bringing its focus to its source: a deep brown eye, brimming with tears and slightly tinged with red. Wet eyelashes are distinctly woven together, reflecting an endless sadness and vulnerability. The entire scene, shrouded in a tranquil yet emotionally charged atmosphere and rendered in soft, natural tones, creates a powerful visual and emotional impact.", + "seed": 31296, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_8/index_6659_seed_31296_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05057602839078754, + "vlm_logprob": -0.05057602839078754, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.05057602839078754, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the primary subject a single, shimmering teardrop sliding down skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the teardrop leave a visible shimmering, wet trail across the cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera tilting upward to track the tear's path and focus on a deep brown eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the eyelashes visible as wet and distinctly woven together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a shallow depth of field and soft, diffuse lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04900512471795082 + ], + "opposite_logprob_tokens": [ + -3.0490050315856934 + ], + "logprob_reward": -0.04900512471795082, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04900512471795082, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13443125784397125, + 0.09991469234228134, + 0.3640393614768982, + 0.1177724301815033, + 0.038483876734972, + 0.08197158575057983, + 0.03095829486846924, + 0.0554237999022007, + 0.03179953247308731, + 0.045205194503068924 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.04900512471795082 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the primary subject a single, shimmering teardrop sliding down skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the teardrop leave a visible shimmering, wet trail across the cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera tilting upward to track the tear's path and focus on a deep brown eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the eyelashes visible as wet and distinctly woven together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a shallow depth of field and soft, diffuse lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016087137162685394 + ], + "opposite_logprob_tokens": [ + -4.141087055206299 + ], + "logprob_reward": -0.016087137162685394, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016087137162685394, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12034926563501358, + 0.08808518201112747, + 0.23314623534679413, + 0.17881976068019867, + 0.15572907030582428, + 0.0546458475291729, + 0.01962684839963913, + 0.09817765653133392, + 0.022549249231815338, + 0.02887088805437088 + ], + "top_frames": [ + 2, + 3, + 4 + ], + "selected_reward": -0.016087137162685394 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the primary subject a single, shimmering teardrop sliding down skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the teardrop leave a visible shimmering, wet trail across the cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera tilting upward to track the tear's path and focus on a deep brown eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the eyelashes visible as wet and distinctly woven together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a shallow depth of field and soft, diffuse lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019508631667122245 + ], + "opposite_logprob_tokens": [ + -6.251950740814209 + ], + "logprob_reward": -0.0019508631667122245, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019508631667122245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11156338453292847, + 0.05806051939725876, + 0.17976239323616028, + 0.2299860566854477, + 0.09626603871583939, + 0.06570442765951157, + 0.041682034730911255, + 0.10877898335456848, + 0.07206878811120987, + 0.036127302795648575 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.0019508631667122245 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the primary subject a single, shimmering teardrop sliding down skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the teardrop leave a visible shimmering, wet trail across the cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera tilting upward to track the tear's path and focus on a deep brown eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the eyelashes visible as wet and distinctly woven together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a shallow depth of field and soft, diffuse lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1798904538154602 + ], + "opposite_logprob_tokens": [ + -1.8048903942108154 + ], + "logprob_reward": -0.1798904538154602, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1798904538154602, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.043850477784872055, + 0.03794638067483902, + 0.21311579644680023, + 0.14240269362926483, + 0.12629401683807373, + 0.03205778822302818, + 0.0277619156986475, + 0.3203955590724945, + 0.015401413664221764, + 0.040773905813694 + ], + "top_frames": [ + 7, + 2, + 3 + ], + "selected_reward": -0.1798904538154602 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the primary subject a single, shimmering teardrop sliding down skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the teardrop leave a visible shimmering, wet trail across the cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera tilting upward to track the tear's path and focus on a deep brown eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the eyelashes visible as wet and distinctly woven together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a shallow depth of field and soft, diffuse lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059465630911290646 + ], + "opposite_logprob_tokens": [ + -5.130946636199951 + ], + "logprob_reward": -0.0059465630911290646, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059465630911290646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16489377617835999, + 0.07605502009391785, + 0.30959221720695496, + 0.09709636121988297, + 0.12216560542583466, + 0.03164369985461235, + 0.029405321925878525, + 0.07867363840341568, + 0.0326695553958416, + 0.05780486762523651 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.0059465630911290646 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up, captured with a shallow depth of field, captures a single, shimmering teardrop. Soft, diffuse light emanates as it slowly and heavily slides down the delicate skin, leaving a shimmering, wet trail across the cheek. Following the tear's path, the camera tilts upward with an incredibly slow and smooth motion, closely tracking the path of this sorrowful drop, finally bringing its focus to its source: a deep brown eye, brimming with tears and slightly tinged with red. Wet eyelashes are distinctly woven together, reflecting an endless sadness and vulnerability. The entire scene, shrouded in a tranquil yet emotionally charged atmosphere and rendered in soft, natural tones, creates a powerful visual and emotional impact.", + "seed": 31297, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_8/index_6659_seed_31297_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04980979654937982, + "vlm_logprob": -0.04980979654937982, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.04980979654937982, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the primary subject a single, shimmering teardrop sliding down skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the teardrop leave a visible shimmering, wet trail across the cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera tilting upward to track the tear's path and focus on a deep brown eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the eyelashes visible as wet and distinctly woven together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a shallow depth of field and soft, diffuse lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1431550830602646 + ], + "opposite_logprob_tokens": [ + -2.018155097961426 + ], + "logprob_reward": -0.1431550830602646, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1431550830602646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11857309192419052, + 0.08755996823310852, + 0.08902154117822647, + 0.04037559777498245, + 0.09995642304420471, + 0.04196108505129814, + 0.3445115089416504, + 0.13642899692058563, + 0.024438820779323578, + 0.01717294752597809 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.1431550830602646 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the primary subject a single, shimmering teardrop sliding down skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the teardrop leave a visible shimmering, wet trail across the cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera tilting upward to track the tear's path and focus on a deep brown eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the eyelashes visible as wet and distinctly woven together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a shallow depth of field and soft, diffuse lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014219158329069614 + ], + "opposite_logprob_tokens": [ + -4.264219284057617 + ], + "logprob_reward": -0.014219158329069614, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014219158329069614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08262733370065689, + 0.03682859614491463, + 0.044553034007549286, + 0.3591592609882355, + 0.15228894352912903, + 0.10932310670614243, + 0.018601011484861374, + 0.16198235750198364, + 0.012800371274352074, + 0.02183600701391697 + ], + "top_frames": [ + 3, + 7, + 4 + ], + "selected_reward": -0.014219158329069614 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the primary subject a single, shimmering teardrop sliding down skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the teardrop leave a visible shimmering, wet trail across the cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera tilting upward to track the tear's path and focus on a deep brown eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the eyelashes visible as wet and distinctly woven together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a shallow depth of field and soft, diffuse lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005956398788839579 + ], + "opposite_logprob_tokens": [ + -5.130956172943115 + ], + "logprob_reward": -0.005956398788839579, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005956398788839579, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15629494190216064, + 0.048757363110780716, + 0.13872240483760834, + 0.12276621162891388, + 0.027780089527368546, + 0.07948347181081772, + 0.33767393231391907, + 0.040331922471523285, + 0.033073894679546356, + 0.015115824528038502 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.005956398788839579 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the primary subject a single, shimmering teardrop sliding down skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the teardrop leave a visible shimmering, wet trail across the cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera tilting upward to track the tear's path and focus on a deep brown eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the eyelashes visible as wet and distinctly woven together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a shallow depth of field and soft, diffuse lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0789823904633522 + ], + "opposite_logprob_tokens": [ + -2.578982353210449 + ], + "logprob_reward": -0.0789823904633522, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0789823904633522, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08337227255105972, + 0.04502752050757408, + 0.11769188195466995, + 0.29585447907447815, + 0.042144808918237686, + 0.12888306379318237, + 0.10876549035310745, + 0.07769754528999329, + 0.022866545245051384, + 0.07769639790058136 + ], + "top_frames": [ + 3, + 5, + 2 + ], + "selected_reward": -0.0789823904633522 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the primary subject a single, shimmering teardrop sliding down skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the teardrop leave a visible shimmering, wet trail across the cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera tilting upward to track the tear's path and focus on a deep brown eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the eyelashes visible as wet and distinctly woven together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a shallow depth of field and soft, diffuse lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006735952105373144 + ], + "opposite_logprob_tokens": [ + -5.006735801696777 + ], + "logprob_reward": -0.006735952105373144, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006735952105373144, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1660199761390686, + 0.08236687630414963, + 0.041671596467494965, + 0.30027711391448975, + 0.07257039844989777, + 0.04655968025326729, + 0.04126812517642975, + 0.07640435546636581, + 0.07352718710899353, + 0.099334716796875 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.006735952105373144 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up, captured with a shallow depth of field, captures a single, shimmering teardrop. Soft, diffuse light emanates as it slowly and heavily slides down the delicate skin, leaving a shimmering, wet trail across the cheek. Following the tear's path, the camera tilts upward with an incredibly slow and smooth motion, closely tracking the path of this sorrowful drop, finally bringing its focus to its source: a deep brown eye, brimming with tears and slightly tinged with red. Wet eyelashes are distinctly woven together, reflecting an endless sadness and vulnerability. The entire scene, shrouded in a tranquil yet emotionally charged atmosphere and rendered in soft, natural tones, creates a powerful visual and emotional impact.", + "seed": 31298, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_8/index_6659_seed_31298_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.028388353064656258, + "vlm_logprob": -0.028388353064656258, + "vlm_yes_no_margin": 4.125, + "vlm_token_credit": -0.028388353064656258, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the primary subject a single, shimmering teardrop sliding down skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the teardrop leave a visible shimmering, wet trail across the cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera tilting upward to track the tear's path and focus on a deep brown eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the eyelashes visible as wet and distinctly woven together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a shallow depth of field and soft, diffuse lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030235376209020615 + ], + "opposite_logprob_tokens": [ + -3.5302352905273438 + ], + "logprob_reward": -0.030235376209020615, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.030235376209020615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12112677842378616, + 0.099761001765728, + 0.0763060599565506, + 0.10752977430820465, + 0.06582560390233994, + 0.2443147599697113, + 0.03388279676437378, + 0.0455826036632061, + 0.10466672480106354, + 0.10100394487380981 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.030235376209020615 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the primary subject a single, shimmering teardrop sliding down skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the teardrop leave a visible shimmering, wet trail across the cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera tilting upward to track the tear's path and focus on a deep brown eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the eyelashes visible as wet and distinctly woven together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a shallow depth of field and soft, diffuse lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009794392623007298 + ], + "opposite_logprob_tokens": [ + -4.634794235229492 + ], + "logprob_reward": -0.009794392623007298, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009794392623007298, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11025788635015488, + 0.09639772772789001, + 0.10738968104124069, + 0.06268075853586197, + 0.05303770676255226, + 0.2767018973827362, + 0.027010221034288406, + 0.05575408786535263, + 0.09358593076467514, + 0.11718404293060303 + ], + "top_frames": [ + 5, + 9, + 0 + ], + "selected_reward": -0.009794392623007298 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the primary subject a single, shimmering teardrop sliding down skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the teardrop leave a visible shimmering, wet trail across the cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera tilting upward to track the tear's path and focus on a deep brown eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the eyelashes visible as wet and distinctly woven together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a shallow depth of field and soft, diffuse lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005256996490061283 + ], + "opposite_logprob_tokens": [ + -5.2552571296691895 + ], + "logprob_reward": -0.005256996490061283, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005256996490061283, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16915471851825714, + 0.08596081286668777, + 0.10796573758125305, + 0.13581959903240204, + 0.08652297407388687, + 0.0950327068567276, + 0.044384028762578964, + 0.031054645776748657, + 0.042524952441453934, + 0.20157983899116516 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.005256996490061283 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the primary subject a single, shimmering teardrop sliding down skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the teardrop leave a visible shimmering, wet trail across the cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera tilting upward to track the tear's path and focus on a deep brown eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the eyelashes visible as wet and distinctly woven together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a shallow depth of field and soft, diffuse lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890301913022995 + ], + "opposite_logprob_tokens": [ + -2.4640302658081055 + ], + "logprob_reward": -0.0890301913022995, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890301913022995, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10623780637979507, + 0.13419044017791748, + 0.03360309824347496, + 0.0704345628619194, + 0.10153739899396896, + 0.15031252801418304, + 0.042370300740003586, + 0.15831533074378967, + 0.07068024575710297, + 0.13231830298900604 + ], + "top_frames": [ + 7, + 5, + 1 + ], + "selected_reward": -0.0890301913022995 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the primary subject a single, shimmering teardrop sliding down skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the teardrop leave a visible shimmering, wet trail across the cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera tilting upward to track the tear's path and focus on a deep brown eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the eyelashes visible as wet and distinctly woven together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a shallow depth of field and soft, diffuse lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007624808698892593 + ], + "opposite_logprob_tokens": [ + -4.882624626159668 + ], + "logprob_reward": -0.007624808698892593, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007624808698892593, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14252498745918274, + 0.0833454504609108, + 0.04824223741889, + 0.06348348408937454, + 0.03144312649965286, + 0.3385775685310364, + 0.03365577757358551, + 0.0712772011756897, + 0.0857853963971138, + 0.10166481137275696 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.007624808698892593 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up, captured with a shallow depth of field, captures a single, shimmering teardrop. Soft, diffuse light emanates as it slowly and heavily slides down the delicate skin, leaving a shimmering, wet trail across the cheek. Following the tear's path, the camera tilts upward with an incredibly slow and smooth motion, closely tracking the path of this sorrowful drop, finally bringing its focus to its source: a deep brown eye, brimming with tears and slightly tinged with red. Wet eyelashes are distinctly woven together, reflecting an endless sadness and vulnerability. The entire scene, shrouded in a tranquil yet emotionally charged atmosphere and rendered in soft, natural tones, creates a powerful visual and emotional impact.", + "seed": 31299, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_8/index_6659_seed_31299_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.038769209012389186, + "vlm_logprob": -0.038769209012389186, + "vlm_yes_no_margin": 3.799999976158142, + "vlm_token_credit": -0.038769209012389186, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the primary subject a single, shimmering teardrop sliding down skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the teardrop leave a visible shimmering, wet trail across the cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera tilting upward to track the tear's path and focus on a deep brown eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the eyelashes visible as wet and distinctly woven together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a shallow depth of field and soft, diffuse lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03010987862944603 + ], + "opposite_logprob_tokens": [ + -3.5301098823547363 + ], + "logprob_reward": -0.03010987862944603, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03010987862944603, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22168400883674622, + 0.06081370636820793, + 0.19333337247371674, + 0.09118090569972992, + 0.15625861287117004, + 0.057719793170690536, + 0.09833044558763504, + 0.04234274476766586, + 0.053019601851701736, + 0.025316819548606873 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.03010987862944603 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the primary subject a single, shimmering teardrop sliding down skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the teardrop leave a visible shimmering, wet trail across the cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera tilting upward to track the tear's path and focus on a deep brown eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the eyelashes visible as wet and distinctly woven together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a shallow depth of field and soft, diffuse lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01820451207458973 + ], + "opposite_logprob_tokens": [ + -4.018204689025879 + ], + "logprob_reward": -0.01820451207458973, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01820451207458973, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2257079929113388, + 0.1178864911198616, + 0.10068344324827194, + 0.1719437837600708, + 0.04882185533642769, + 0.06636626273393631, + 0.17436133325099945, + 0.030558420345187187, + 0.0438147597014904, + 0.01985565945506096 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.01820451207458973 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the primary subject a single, shimmering teardrop sliding down skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the teardrop leave a visible shimmering, wet trail across the cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera tilting upward to track the tear's path and focus on a deep brown eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the eyelashes visible as wet and distinctly woven together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a shallow depth of field and soft, diffuse lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005954621359705925 + ], + "opposite_logprob_tokens": [ + -5.130954742431641 + ], + "logprob_reward": -0.005954621359705925, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005954621359705925, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.43790408968925476, + 0.07095463573932648, + 0.08414921164512634, + 0.06897489726543427, + 0.07202523201704025, + 0.1193804144859314, + 0.06368009746074677, + 0.02674025297164917, + 0.04141705110669136, + 0.014774082228541374 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.005954621359705925 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the primary subject a single, shimmering teardrop sliding down skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the teardrop leave a visible shimmering, wet trail across the cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera tilting upward to track the tear's path and focus on a deep brown eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the eyelashes visible as wet and distinctly woven together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a shallow depth of field and soft, diffuse lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12704144418239594 + ], + "opposite_logprob_tokens": [ + -2.1270413398742676 + ], + "logprob_reward": -0.12704144418239594, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12704144418239594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10048186033964157, + 0.0363544300198555, + 0.04049544781446457, + 0.04227077588438988, + 0.057718563824892044, + 0.049525123089551926, + 0.24162840843200684, + 0.3631879985332489, + 0.05160032957792282, + 0.016737114638090134 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.12704144418239594 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the primary subject a single, shimmering teardrop sliding down skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the teardrop leave a visible shimmering, wet trail across the cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera tilting upward to track the tear's path and focus on a deep brown eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the eyelashes visible as wet and distinctly woven together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a shallow depth of field and soft, diffuse lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012535588815808296 + ], + "opposite_logprob_tokens": [ + -4.387535572052002 + ], + "logprob_reward": -0.012535588815808296, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012535588815808296, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4292367994785309, + 0.07667668908834457, + 0.05831986665725708, + 0.03852902725338936, + 0.030089398846030235, + 0.04228626936674118, + 0.23681706190109253, + 0.039756979793310165, + 0.027348799630999565, + 0.0209391750395298 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.012535588815808296 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_9/index_tensor([2654, 2654])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_9/index_tensor([2654, 2654])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..df3ae488f0a70f44a6311018b17d255303a288db --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_9/index_tensor([2654, 2654])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, tight medium close-up captures the unshakable poise of an elegant courtesan, Yanggiri Tayyoung, her form a still fortress against a backdrop of pure chaos. Her face, a mask of intense emphasis accented by perfect powder-white skin, precisely painted red lips, and dark, kohl-lined eyes, remains impassive as she gazes slightly past the camera. Her meticulously crafted black hair, sculpted into a traditional, intricate hairstyle secured by ornate tortoiseshell and coral kanzashi hairpins, captures the cold, diffuse light of a stormy sky. She wears a multi-layered, heavy silk brocade kimono, its crimson fabric woven with golden cranes. Behind her, an undersea earthquake causes the ocean to erupt in violent turbulence. Massive deep blue waves, capped by foaming whitecaps overhead, roll and crash, sending plumes of spray high into the air. The entire scene is rendered with the hyper-real, crisp detail of high-speed motion photography; individual water droplets appear suspended in the air, the texture of her silk sharp. Despite the catastrophic chaos unfolding just feet away, her calm demeanor is absolute; her posture remains straight and unwavering, creating a stark contrast that creates a powerful and tense atmosphere and highlights her extraordinary grace under pressure.", + "seed": 21893, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_9/index_2654_seed_21893_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04885406121611595, + "vlm_logprob": -0.04885406121611595, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.04885406121611595, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight medium close-up of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's skin powder-white with precisely painted red lips and dark kohl-lined eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a multi-layered heavy silk brocade kimono with crimson fabric and golden cranes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background showing an undersea earthquake causing massive deep blue waves with foaming whitecaps to erupt and crash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style hyper-real and crisp with individual water droplets appearing suspended in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008963702246546745 + ], + "opposite_logprob_tokens": [ + -4.883963584899902 + ], + "logprob_reward": -0.008963702246546745, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.008963702246546745, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22962336242198944, + 0.05133002623915672, + 0.21099083125591278, + 0.08832718431949615, + 0.05577094480395317, + 0.05415096506476402, + 0.1467333287000656, + 0.06186376512050629, + 0.0352872870862484, + 0.0659223347902298 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.008963702246546745 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight medium close-up of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's skin powder-white with precisely painted red lips and dark kohl-lined eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a multi-layered heavy silk brocade kimono with crimson fabric and golden cranes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background showing an undersea earthquake causing massive deep blue waves with foaming whitecaps to erupt and crash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style hyper-real and crisp with individual water droplets appearing suspended in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005269566550850868 + ], + "opposite_logprob_tokens": [ + -5.255269527435303 + ], + "logprob_reward": -0.005269566550850868, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005269566550850868, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22786977887153625, + 0.05178999900817871, + 0.23339079320430756, + 0.13519762456417084, + 0.05525706335902214, + 0.05670900270342827, + 0.10295777022838593, + 0.051757488399744034, + 0.03651556000113487, + 0.04855497181415558 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.005269566550850868 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight medium close-up of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's skin powder-white with precisely painted red lips and dark kohl-lined eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a multi-layered heavy silk brocade kimono with crimson fabric and golden cranes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background showing an undersea earthquake causing massive deep blue waves with foaming whitecaps to erupt and crash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style hyper-real and crisp with individual water droplets appearing suspended in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811049833893776 + ], + "opposite_logprob_tokens": [ + -3.2881104946136475 + ], + "logprob_reward": -0.03811049833893776, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811049833893776, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2728484869003296, + 0.058394238352775574, + 0.10097087174654007, + 0.16796524822711945, + 0.16083550453186035, + 0.13543882966041565, + 0.035678230226039886, + 0.02574601210653782, + 0.020229818299412727, + 0.021892745047807693 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.03811049833893776 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight medium close-up of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's skin powder-white with precisely painted red lips and dark kohl-lined eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a multi-layered heavy silk brocade kimono with crimson fabric and golden cranes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background showing an undersea earthquake causing massive deep blue waves with foaming whitecaps to erupt and crash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style hyper-real and crisp with individual water droplets appearing suspended in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897865027189255 + ], + "opposite_logprob_tokens": [ + -2.5789785385131836 + ], + "logprob_reward": -0.07897865027189255, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897865027189255, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11712533980607986, + 0.11358576267957687, + 0.17404964566230774, + 0.29384350776672363, + 0.049471862614154816, + 0.07253847271203995, + 0.06240515783429146, + 0.05278050899505615, + 0.053946174681186676, + 0.010253578424453735 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.07897865027189255 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight medium close-up of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's skin powder-white with precisely painted red lips and dark kohl-lined eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a multi-layered heavy silk brocade kimono with crimson fabric and golden cranes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background showing an undersea earthquake causing massive deep blue waves with foaming whitecaps to erupt and crash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style hyper-real and crisp with individual water droplets appearing suspended in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294788867235184 + ], + "opposite_logprob_tokens": [ + -2.237947940826416 + ], + "logprob_reward": -0.11294788867235184, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294788867235184, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18000657856464386, + 0.09287553280591965, + 0.13129253685474396, + 0.10986363887786865, + 0.07397837191820145, + 0.04433465749025345, + 0.17398467659950256, + 0.07743728160858154, + 0.052291590720415115, + 0.06393514573574066 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.11294788867235184 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, tight medium close-up captures the unshakable poise of an elegant courtesan, Yanggiri Tayyoung, her form a still fortress against a backdrop of pure chaos. Her face, a mask of intense emphasis accented by perfect powder-white skin, precisely painted red lips, and dark, kohl-lined eyes, remains impassive as she gazes slightly past the camera. Her meticulously crafted black hair, sculpted into a traditional, intricate hairstyle secured by ornate tortoiseshell and coral kanzashi hairpins, captures the cold, diffuse light of a stormy sky. She wears a multi-layered, heavy silk brocade kimono, its crimson fabric woven with golden cranes. Behind her, an undersea earthquake causes the ocean to erupt in violent turbulence. Massive deep blue waves, capped by foaming whitecaps overhead, roll and crash, sending plumes of spray high into the air. The entire scene is rendered with the hyper-real, crisp detail of high-speed motion photography; individual water droplets appear suspended in the air, the texture of her silk sharp. Despite the catastrophic chaos unfolding just feet away, her calm demeanor is absolute; her posture remains straight and unwavering, creating a stark contrast that creates a powerful and tense atmosphere and highlights her extraordinary grace under pressure.", + "seed": 21894, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_9/index_2654_seed_21894_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03559835553169251, + "vlm_logprob": -0.03559835553169251, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.03559835553169251, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight medium close-up of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's skin powder-white with precisely painted red lips and dark kohl-lined eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a multi-layered heavy silk brocade kimono with crimson fabric and golden cranes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background showing an undersea earthquake causing massive deep blue waves with foaming whitecaps to erupt and crash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style hyper-real and crisp with individual water droplets appearing suspended in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011447696015238762 + ], + "opposite_logprob_tokens": [ + -4.761447906494141 + ], + "logprob_reward": -0.011447696015238762, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.011447696015238762, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1888582557439804, + 0.027508309110999107, + 0.03118724189698696, + 0.03949439525604248, + 0.08168570697307587, + 0.12442058324813843, + 0.3342079818248749, + 0.05481988191604614, + 0.03995049372315407, + 0.07786711305379868 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.011447696015238762 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight medium close-up of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's skin powder-white with precisely painted red lips and dark kohl-lined eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a multi-layered heavy silk brocade kimono with crimson fabric and golden cranes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background showing an undersea earthquake causing massive deep blue waves with foaming whitecaps to erupt and crash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style hyper-real and crisp with individual water droplets appearing suspended in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00979321263730526 + ], + "opposite_logprob_tokens": [ + -4.634793281555176 + ], + "logprob_reward": -0.00979321263730526, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00979321263730526, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10763991624116898, + 0.03899729251861572, + 0.01529506966471672, + 0.021501142531633377, + 0.05176848545670509, + 0.027788300067186356, + 0.6673380732536316, + 0.036600008606910706, + 0.01627892255783081, + 0.016792770475149155 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.00979321263730526 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight medium close-up of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's skin powder-white with precisely painted red lips and dark kohl-lined eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a multi-layered heavy silk brocade kimono with crimson fabric and golden cranes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background showing an undersea earthquake causing massive deep blue waves with foaming whitecaps to erupt and crash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style hyper-real and crisp with individual water droplets appearing suspended in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809661045670509 + ], + "opposite_logprob_tokens": [ + -3.2880966663360596 + ], + "logprob_reward": -0.03809661045670509, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809661045670509, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10405538976192474, + 0.030065186321735382, + 0.011185684241354465, + 0.02220521867275238, + 0.06769563257694244, + 0.10248361527919769, + 0.5604362487792969, + 0.06813841313123703, + 0.01150615606456995, + 0.022228462621569633 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.03809661045670509 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight medium close-up of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's skin powder-white with precisely painted red lips and dark kohl-lined eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a multi-layered heavy silk brocade kimono with crimson fabric and golden cranes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background showing an undersea earthquake causing massive deep blue waves with foaming whitecaps to erupt and crash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style hyper-real and crisp with individual water droplets appearing suspended in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04863922297954559 + ], + "opposite_logprob_tokens": [ + -3.0486392974853516 + ], + "logprob_reward": -0.04863922297954559, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04863922297954559, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22921675443649292, + 0.024028820917010307, + 0.020922807976603508, + 0.024894172325730324, + 0.09161024540662766, + 0.035959769040346146, + 0.48514050245285034, + 0.03982720524072647, + 0.016791971400380135, + 0.031607769429683685 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.04863922297954559 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight medium close-up of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's skin powder-white with precisely painted red lips and dark kohl-lined eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a multi-layered heavy silk brocade kimono with crimson fabric and golden cranes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background showing an undersea earthquake causing massive deep blue waves with foaming whitecaps to erupt and crash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style hyper-real and crisp with individual water droplets appearing suspended in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001503556966782 + ], + "opposite_logprob_tokens": [ + -2.6950149536132812 + ], + "logprob_reward": -0.07001503556966782, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001503556966782, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10787198692560196, + 0.024577181786298752, + 0.025084881111979485, + 0.020687928423285484, + 0.03595400229096413, + 0.047009747475385666, + 0.6442472338676453, + 0.04359721764922142, + 0.02218998596072197, + 0.02877984382212162 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.07001503556966782 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, tight medium close-up captures the unshakable poise of an elegant courtesan, Yanggiri Tayyoung, her form a still fortress against a backdrop of pure chaos. Her face, a mask of intense emphasis accented by perfect powder-white skin, precisely painted red lips, and dark, kohl-lined eyes, remains impassive as she gazes slightly past the camera. Her meticulously crafted black hair, sculpted into a traditional, intricate hairstyle secured by ornate tortoiseshell and coral kanzashi hairpins, captures the cold, diffuse light of a stormy sky. She wears a multi-layered, heavy silk brocade kimono, its crimson fabric woven with golden cranes. Behind her, an undersea earthquake causes the ocean to erupt in violent turbulence. Massive deep blue waves, capped by foaming whitecaps overhead, roll and crash, sending plumes of spray high into the air. The entire scene is rendered with the hyper-real, crisp detail of high-speed motion photography; individual water droplets appear suspended in the air, the texture of her silk sharp. Despite the catastrophic chaos unfolding just feet away, her calm demeanor is absolute; her posture remains straight and unwavering, creating a stark contrast that creates a powerful and tense atmosphere and highlights her extraordinary grace under pressure.", + "seed": 21895, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_9/index_2654_seed_21895_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04390989951789379, + "vlm_logprob": -0.04390989951789379, + "vlm_yes_no_margin": 3.824999976158142, + "vlm_token_credit": -0.04390989951789379, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight medium close-up of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's skin powder-white with precisely painted red lips and dark kohl-lined eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a multi-layered heavy silk brocade kimono with crimson fabric and golden cranes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background showing an undersea earthquake causing massive deep blue waves with foaming whitecaps to erupt and crash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style hyper-real and crisp with individual water droplets appearing suspended in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008437107317149639 + ], + "opposite_logprob_tokens": [ + -5.133437156677246 + ], + "logprob_reward": -0.008437107317149639, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.008437107317149639, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13623791933059692, + 0.0444871224462986, + 0.09184017032384872, + 0.14980827271938324, + 0.04220230504870415, + 0.15430229902267456, + 0.10756701976060867, + 0.09019256383180618, + 0.09803539514541626, + 0.0853269174695015 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -0.008437107317149639 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight medium close-up of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's skin powder-white with precisely painted red lips and dark kohl-lined eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a multi-layered heavy silk brocade kimono with crimson fabric and golden cranes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background showing an undersea earthquake causing massive deep blue waves with foaming whitecaps to erupt and crash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style hyper-real and crisp with individual water droplets appearing suspended in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059650493785738945 + ], + "opposite_logprob_tokens": [ + -5.130965232849121 + ], + "logprob_reward": -0.0059650493785738945, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059650493785738945, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21742354333400726, + 0.06931741535663605, + 0.08184419572353363, + 0.13161905109882355, + 0.060711294412612915, + 0.05915193632245064, + 0.059114448726177216, + 0.06646376848220825, + 0.04786375164985657, + 0.20649056136608124 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.0059650493785738945 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight medium close-up of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's skin powder-white with precisely painted red lips and dark kohl-lined eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a multi-layered heavy silk brocade kimono with crimson fabric and golden cranes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background showing an undersea earthquake causing massive deep blue waves with foaming whitecaps to erupt and crash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style hyper-real and crisp with individual water droplets appearing suspended in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016065552830696106 + ], + "opposite_logprob_tokens": [ + -4.14106559753418 + ], + "logprob_reward": -0.016065552830696106, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016065552830696106, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1650133579969406, + 0.06859898567199707, + 0.09202419221401215, + 0.1653461754322052, + 0.10005184262990952, + 0.1066359281539917, + 0.04277389496564865, + 0.06233831122517586, + 0.059298571199178696, + 0.13791877031326294 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.016065552830696106 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight medium close-up of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's skin powder-white with precisely painted red lips and dark kohl-lined eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a multi-layered heavy silk brocade kimono with crimson fabric and golden cranes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background showing an undersea earthquake causing massive deep blue waves with foaming whitecaps to erupt and crash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style hyper-real and crisp with individual water droplets appearing suspended in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06203058362007141 + ], + "opposite_logprob_tokens": [ + -2.812030553817749 + ], + "logprob_reward": -0.06203058362007141, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06203058362007141, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08948172628879547, + 0.1087479367852211, + 0.2852802872657776, + 0.10684514790773392, + 0.060726482421159744, + 0.09563641250133514, + 0.03495052456855774, + 0.06023726984858513, + 0.07265103608369827, + 0.08544321358203888 + ], + "top_frames": [ + 2, + 1, + 3 + ], + "selected_reward": -0.06203058362007141 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight medium close-up of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's skin powder-white with precisely painted red lips and dark kohl-lined eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a multi-layered heavy silk brocade kimono with crimson fabric and golden cranes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background showing an undersea earthquake causing massive deep blue waves with foaming whitecaps to erupt and crash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style hyper-real and crisp with individual water droplets appearing suspended in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270512044429779 + ], + "opposite_logprob_tokens": [ + -2.1270511150360107 + ], + "logprob_reward": -0.1270512044429779, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.1270512044429779, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14016945660114288, + 0.07467205822467804, + 0.08785973489284515, + 0.1058705747127533, + 0.07849012315273285, + 0.09350266307592392, + 0.029807375743985176, + 0.09920118004083633, + 0.1669820249080658, + 0.12344483286142349 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.1270512044429779 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, tight medium close-up captures the unshakable poise of an elegant courtesan, Yanggiri Tayyoung, her form a still fortress against a backdrop of pure chaos. Her face, a mask of intense emphasis accented by perfect powder-white skin, precisely painted red lips, and dark, kohl-lined eyes, remains impassive as she gazes slightly past the camera. Her meticulously crafted black hair, sculpted into a traditional, intricate hairstyle secured by ornate tortoiseshell and coral kanzashi hairpins, captures the cold, diffuse light of a stormy sky. She wears a multi-layered, heavy silk brocade kimono, its crimson fabric woven with golden cranes. Behind her, an undersea earthquake causes the ocean to erupt in violent turbulence. Massive deep blue waves, capped by foaming whitecaps overhead, roll and crash, sending plumes of spray high into the air. The entire scene is rendered with the hyper-real, crisp detail of high-speed motion photography; individual water droplets appear suspended in the air, the texture of her silk sharp. Despite the catastrophic chaos unfolding just feet away, her calm demeanor is absolute; her posture remains straight and unwavering, creating a stark contrast that creates a powerful and tense atmosphere and highlights her extraordinary grace under pressure.", + "seed": 21896, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000071/group_9/index_2654_seed_21896_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.060482794605195525, + "vlm_logprob": -0.060482794605195525, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.060482794605195525, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight medium close-up of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's skin powder-white with precisely painted red lips and dark kohl-lined eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a multi-layered heavy silk brocade kimono with crimson fabric and golden cranes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background showing an undersea earthquake causing massive deep blue waves with foaming whitecaps to erupt and crash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style hyper-real and crisp with individual water droplets appearing suspended in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01326791848987341 + ], + "opposite_logprob_tokens": [ + -4.513267993927002 + ], + "logprob_reward": -0.01326791848987341, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01326791848987341, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19319124519824982, + 0.06226244941353798, + 0.11959641426801682, + 0.32106098532676697, + 0.06713844835758209, + 0.025959154590964317, + 0.0795188769698143, + 0.06141889840364456, + 0.02828139066696167, + 0.04157215356826782 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.01326791848987341 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight medium close-up of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's skin powder-white with precisely painted red lips and dark kohl-lined eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a multi-layered heavy silk brocade kimono with crimson fabric and golden cranes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background showing an undersea earthquake causing massive deep blue waves with foaming whitecaps to erupt and crash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style hyper-real and crisp with individual water droplets appearing suspended in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008659668266773224 + ], + "opposite_logprob_tokens": [ + -4.758659839630127 + ], + "logprob_reward": -0.008659668266773224, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008659668266773224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19546887278556824, + 0.05978895723819733, + 0.09238053113222122, + 0.1646263152360916, + 0.17439140379428864, + 0.04373026266694069, + 0.079062320291996, + 0.0484345480799675, + 0.04635743796825409, + 0.09575940668582916 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.008659668266773224 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight medium close-up of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's skin powder-white with precisely painted red lips and dark kohl-lined eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a multi-layered heavy silk brocade kimono with crimson fabric and golden cranes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background showing an undersea earthquake causing massive deep blue waves with foaming whitecaps to erupt and crash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style hyper-real and crisp with individual water droplets appearing suspended in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14278742671012878 + ], + "opposite_logprob_tokens": [ + -2.017787456512451 + ], + "logprob_reward": -0.14278742671012878, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14278742671012878, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1390441209077835, + 0.034212663769721985, + 0.06863425672054291, + 0.3949102461338043, + 0.05753954127430916, + 0.028670884668827057, + 0.04945356771349907, + 0.049359433352947235, + 0.04305565357208252, + 0.13511958718299866 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.14278742671012878 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight medium close-up of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's skin powder-white with precisely painted red lips and dark kohl-lined eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a multi-layered heavy silk brocade kimono with crimson fabric and golden cranes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background showing an undersea earthquake causing massive deep blue waves with foaming whitecaps to erupt and crash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style hyper-real and crisp with individual water droplets appearing suspended in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904065936803818 + ], + "opposite_logprob_tokens": [ + -2.464040756225586 + ], + "logprob_reward": -0.08904065936803818, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904065936803818, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12203606963157654, + 0.0516490675508976, + 0.068537637591362, + 0.5219985842704773, + 0.05717197805643082, + 0.0719122514128685, + 0.02436012029647827, + 0.03789917379617691, + 0.0212167389690876, + 0.02321847714483738 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.08904065936803818 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight medium close-up of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's skin powder-white with precisely painted red lips and dark kohl-lined eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a multi-layered heavy silk brocade kimono with crimson fabric and golden cranes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background showing an undersea earthquake causing massive deep blue waves with foaming whitecaps to erupt and crash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style hyper-real and crisp with individual water droplets appearing suspended in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865830019116402 + ], + "opposite_logprob_tokens": [ + -3.0486583709716797 + ], + "logprob_reward": -0.04865830019116402, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865830019116402, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0906171202659607, + 0.055566832423210144, + 0.07016114145517349, + 0.2590376138687134, + 0.14957238733768463, + 0.11643920093774796, + 0.07069230079650879, + 0.05051819235086441, + 0.07464253902435303, + 0.0627526044845581 + ], + "top_frames": [ + 3, + 4, + 5 + ], + "selected_reward": -0.04865830019116402 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_0/index_tensor([6549, 6549])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_0/index_tensor([6549, 6549])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..da047a63b9c98c4d8b0a627a986c571575825f60 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_0/index_tensor([6549, 6549])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "stunning close-up, shot with a slow, smooth push-in technique, begins from a slightly downward angle and focuses on a slender wrist gracefully raised. The skin of this wrist, fair and smooth, emerges effortlessly from the cuff of a rich, dark charcoal wool suit. With a slight twist of the wrist, a meticulously crafted stainless steel watch comes fully into view. A soft, directional, warm light illuminates the watch, reflecting a captivating luster from its interlaced polished and brushed metal surfaces. The watch boasts a classic round case and a simple bezel. Beneath the domed sapphire crystal lies a flawless, sun-brushed silver dial, its applied stick-shaped hour markers gleaming sharply in the light. When the wrist is steadily tilted towards the camera, as if at the moment of confirming the time, the focus falls precisely on the dial. A slender blued second hand is silently sweeping across the dial in an absolutely smooth and unpausing posture. Its continuous movement forms a sharp contrast with the stationary sword-shaped hour and minute hands. The whole picture conveys a luxurious atmosphere of concentration, tranquility and high-end texture in the ultimate details.", + "seed": 31222, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_0/index_6549_seed_31222_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.10316603807732463, + "vlm_logprob": -0.10316603807732463, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.10316603807732463, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a slender wrist with fair, smooth skin emerging from a dark charcoal wool suit cuff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a stainless steel watch with a classic round case, simple bezel, and domed sapphire crystal visible on the wrist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch face feature a sun-brushed silver dial with applied stick-shaped hour markers and a slender blued second hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the blued second hand shown sweeping continuously while the sword-shaped hour and minute hands remain stationary?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, smooth push-in starting from a slightly downward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10110138356685638 + ], + "opposite_logprob_tokens": [ + -2.3511013984680176 + ], + "logprob_reward": -0.10110138356685638, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10110138356685638, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24625836312770844, + 0.0874706283211708, + 0.04662153497338295, + 0.06817076355218887, + 0.11378331482410431, + 0.07034946978092194, + 0.11792692542076111, + 0.050105705857276917, + 0.10877828299999237, + 0.09053501486778259 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.10110138356685638 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a slender wrist with fair, smooth skin emerging from a dark charcoal wool suit cuff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a stainless steel watch with a classic round case, simple bezel, and domed sapphire crystal visible on the wrist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch face feature a sun-brushed silver dial with applied stick-shaped hour markers and a slender blued second hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the blued second hand shown sweeping continuously while the sword-shaped hour and minute hands remain stationary?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, smooth push-in starting from a slightly downward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0025052609853446484 + ], + "opposite_logprob_tokens": [ + -6.002505302429199 + ], + "logprob_reward": -0.0025052609853446484, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0025052609853446484, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09299500286579132, + 0.04278237372636795, + 0.11277683824300766, + 0.07639964669942856, + 0.07841841876506805, + 0.1285875290632248, + 0.13280458748340607, + 0.05237622931599617, + 0.141521617770195, + 0.14133776724338531 + ], + "top_frames": [ + 8, + 9, + 6 + ], + "selected_reward": -0.0025052609853446484 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a slender wrist with fair, smooth skin emerging from a dark charcoal wool suit cuff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a stainless steel watch with a classic round case, simple bezel, and domed sapphire crystal visible on the wrist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch face feature a sun-brushed silver dial with applied stick-shaped hour markers and a slender blued second hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the blued second hand shown sweeping continuously while the sword-shaped hour and minute hands remain stationary?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, smooth push-in starting from a slightly downward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012552423402667046 + ], + "opposite_logprob_tokens": [ + -4.387552261352539 + ], + "logprob_reward": -0.012552423402667046, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012552423402667046, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17759205400943756, + 0.06787542253732681, + 0.08224780112504959, + 0.06667294353246689, + 0.09358255565166473, + 0.1270442008972168, + 0.0640542283654213, + 0.08573503792285919, + 0.12103991955518723, + 0.11415573954582214 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.012552423402667046 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a slender wrist with fair, smooth skin emerging from a dark charcoal wool suit cuff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a stainless steel watch with a classic round case, simple bezel, and domed sapphire crystal visible on the wrist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch face feature a sun-brushed silver dial with applied stick-shaped hour markers and a slender blued second hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the blued second hand shown sweeping continuously while the sword-shaped hour and minute hands remain stationary?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, smooth push-in starting from a slightly downward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38713541626930237 + ], + "opposite_logprob_tokens": [ + -1.13713538646698 + ], + "logprob_reward": -0.38713541626930237, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38713541626930237, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13039100170135498, + 0.043892405927181244, + 0.1436065137386322, + 0.04825066030025482, + 0.0716317743062973, + 0.05330175906419754, + 0.19788159430027008, + 0.0735408365726471, + 0.16460677981376648, + 0.07289664447307587 + ], + "top_frames": [ + 6, + 8, + 2 + ], + "selected_reward": -0.38713541626930237 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a slender wrist with fair, smooth skin emerging from a dark charcoal wool suit cuff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a stainless steel watch with a classic round case, simple bezel, and domed sapphire crystal visible on the wrist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch face feature a sun-brushed silver dial with applied stick-shaped hour markers and a slender blued second hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the blued second hand shown sweeping continuously while the sword-shaped hour and minute hands remain stationary?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, smooth push-in starting from a slightly downward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012535706162452698 + ], + "opposite_logprob_tokens": [ + -4.387535572052002 + ], + "logprob_reward": -0.012535706162452698, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012535706162452698, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09022433310747147, + 0.03930790349841118, + 0.0792575404047966, + 0.09169193357229233, + 0.06470437347888947, + 0.13018351793289185, + 0.31651610136032104, + 0.04720545932650566, + 0.07872053980827332, + 0.06218826025724411 + ], + "top_frames": [ + 6, + 5, + 3 + ], + "selected_reward": -0.012535706162452698 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up, shot with a slow, smooth push-in technique, begins from a slightly downward angle and focuses on a slender wrist gracefully raised. The skin of this wrist, fair and smooth, emerges effortlessly from the cuff of a rich, dark charcoal wool suit. With a slight twist of the wrist, a meticulously crafted stainless steel watch comes fully into view. A soft, directional, warm light illuminates the watch, reflecting a captivating luster from its interlaced polished and brushed metal surfaces. The watch boasts a classic round case and a simple bezel. Beneath the domed sapphire crystal lies a flawless, sun-brushed silver dial, its applied stick-shaped hour markers gleaming sharply in the light. When the wrist is steadily tilted towards the camera, as if at the moment of confirming the time, the focus falls precisely on the dial. A slender blued second hand is silently sweeping across the dial in an absolutely smooth and unpausing posture. Its continuous movement forms a sharp contrast with the stationary sword-shaped hour and minute hands. The whole picture conveys a luxurious atmosphere of concentration, tranquility and high-end texture in the ultimate details.", + "seed": 31223, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_0/index_6549_seed_31223_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.12281620306894184, + "vlm_logprob": -0.12281620306894184, + "vlm_yes_no_margin": 3.1499999523162843, + "vlm_token_credit": -0.12281620306894184, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a slender wrist with fair, smooth skin emerging from a dark charcoal wool suit cuff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a stainless steel watch with a classic round case, simple bezel, and domed sapphire crystal visible on the wrist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch face feature a sun-brushed silver dial with applied stick-shaped hour markers and a slender blued second hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the blued second hand shown sweeping continuously while the sword-shaped hour and minute hands remain stationary?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, smooth push-in starting from a slightly downward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14347414672374725 + ], + "opposite_logprob_tokens": [ + -2.0184741020202637 + ], + "logprob_reward": -0.14347414672374725, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14347414672374725, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08869463950395584, + 0.21130505204200745, + 0.08855363726615906, + 0.03077050670981407, + 0.09788113087415695, + 0.0484943650662899, + 0.06489143520593643, + 0.23307569324970245, + 0.10001930594444275, + 0.03631426393985748 + ], + "top_frames": [ + 7, + 1, + 8 + ], + "selected_reward": -0.14347414672374725 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a slender wrist with fair, smooth skin emerging from a dark charcoal wool suit cuff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a stainless steel watch with a classic round case, simple bezel, and domed sapphire crystal visible on the wrist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch face feature a sun-brushed silver dial with applied stick-shaped hour markers and a slender blued second hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the blued second hand shown sweeping continuously while the sword-shaped hour and minute hands remain stationary?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, smooth push-in starting from a slightly downward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005270989146083593 + ], + "opposite_logprob_tokens": [ + -5.255270957946777 + ], + "logprob_reward": -0.005270989146083593, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005270989146083593, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09849059581756592, + 0.12418974190950394, + 0.060091275721788406, + 0.07882015407085419, + 0.08441030979156494, + 0.07649355381727219, + 0.06804312020540237, + 0.14517603814601898, + 0.12862953543663025, + 0.13565568625926971 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.005270989146083593 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a slender wrist with fair, smooth skin emerging from a dark charcoal wool suit cuff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a stainless steel watch with a classic round case, simple bezel, and domed sapphire crystal visible on the wrist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch face feature a sun-brushed silver dial with applied stick-shaped hour markers and a slender blued second hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the blued second hand shown sweeping continuously while the sword-shaped hour and minute hands remain stationary?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, smooth push-in starting from a slightly downward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018204394727945328 + ], + "opposite_logprob_tokens": [ + -4.018204212188721 + ], + "logprob_reward": -0.018204394727945328, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018204394727945328, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10950106382369995, + 0.09685523062944412, + 0.08720405399799347, + 0.0810294896364212, + 0.058145590126514435, + 0.04970052093267441, + 0.0764116421341896, + 0.19786904752254486, + 0.12262952327728271, + 0.12065389752388 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.018204394727945328 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a slender wrist with fair, smooth skin emerging from a dark charcoal wool suit cuff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a stainless steel watch with a classic round case, simple bezel, and domed sapphire crystal visible on the wrist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch face feature a sun-brushed silver dial with applied stick-shaped hour markers and a slender blued second hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the blued second hand shown sweeping continuously while the sword-shaped hour and minute hands remain stationary?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, smooth push-in starting from a slightly downward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4289495646953583 + ], + "opposite_logprob_tokens": [ + -1.0539495944976807 + ], + "logprob_reward": -0.4289495646953583, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4289495646953583, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05828182399272919, + 0.06349485367536545, + 0.11611118167638779, + 0.06805423647165298, + 0.13029362261295319, + 0.09807384759187698, + 0.055613499134778976, + 0.2717454135417938, + 0.06041065230965614, + 0.07792086899280548 + ], + "top_frames": [ + 7, + 4, + 2 + ], + "selected_reward": -0.4289495646953583 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a slender wrist with fair, smooth skin emerging from a dark charcoal wool suit cuff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a stainless steel watch with a classic round case, simple bezel, and domed sapphire crystal visible on the wrist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch face feature a sun-brushed silver dial with applied stick-shaped hour markers and a slender blued second hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the blued second hand shown sweeping continuously while the sword-shaped hour and minute hands remain stationary?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, smooth push-in starting from a slightly downward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018181920051574707 + ], + "opposite_logprob_tokens": [ + -4.018181800842285 + ], + "logprob_reward": -0.018181920051574707, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018181920051574707, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0770966187119484, + 0.3612353801727295, + 0.11766622960567474, + 0.06356692314147949, + 0.03348132595419884, + 0.026320911943912506, + 0.06698516011238098, + 0.09165085852146149, + 0.1096956729888916, + 0.05230091139674187 + ], + "top_frames": [ + 1, + 2, + 8 + ], + "selected_reward": -0.018181920051574707 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up, shot with a slow, smooth push-in technique, begins from a slightly downward angle and focuses on a slender wrist gracefully raised. The skin of this wrist, fair and smooth, emerges effortlessly from the cuff of a rich, dark charcoal wool suit. With a slight twist of the wrist, a meticulously crafted stainless steel watch comes fully into view. A soft, directional, warm light illuminates the watch, reflecting a captivating luster from its interlaced polished and brushed metal surfaces. The watch boasts a classic round case and a simple bezel. Beneath the domed sapphire crystal lies a flawless, sun-brushed silver dial, its applied stick-shaped hour markers gleaming sharply in the light. When the wrist is steadily tilted towards the camera, as if at the moment of confirming the time, the focus falls precisely on the dial. A slender blued second hand is silently sweeping across the dial in an absolutely smooth and unpausing posture. Its continuous movement forms a sharp contrast with the stationary sword-shaped hour and minute hands. The whole picture conveys a luxurious atmosphere of concentration, tranquility and high-end texture in the ultimate details.", + "seed": 31224, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_0/index_6549_seed_31224_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08020907607860864, + "vlm_logprob": -0.08020907607860864, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.08020907607860864, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a slender wrist with fair, smooth skin emerging from a dark charcoal wool suit cuff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a stainless steel watch with a classic round case, simple bezel, and domed sapphire crystal visible on the wrist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch face feature a sun-brushed silver dial with applied stick-shaped hour markers and a slender blued second hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the blued second hand shown sweeping continuously while the sword-shaped hour and minute hands remain stationary?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, smooth push-in starting from a slightly downward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027708858251571655 + ], + "opposite_logprob_tokens": [ + -3.6527087688446045 + ], + "logprob_reward": -0.027708858251571655, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.027708858251571655, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3234297037124634, + 0.0896255150437355, + 0.0897035300731659, + 0.057435207068920135, + 0.12186583876609802, + 0.07878533005714417, + 0.04367903992533684, + 0.09473259001970291, + 0.05605044215917587, + 0.04469280689954758 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.027708858251571655 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a slender wrist with fair, smooth skin emerging from a dark charcoal wool suit cuff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a stainless steel watch with a classic round case, simple bezel, and domed sapphire crystal visible on the wrist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch face feature a sun-brushed silver dial with applied stick-shaped hour markers and a slender blued second hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the blued second hand shown sweeping continuously while the sword-shaped hour and minute hands remain stationary?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, smooth push-in starting from a slightly downward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0025079960469156504 + ], + "opposite_logprob_tokens": [ + -6.002508163452148 + ], + "logprob_reward": -0.0025079960469156504, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0025079960469156504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17329229414463043, + 0.10109921544790268, + 0.0999230146408081, + 0.10019765049219131, + 0.03400401026010513, + 0.09138016402721405, + 0.1508876532316208, + 0.13649322092533112, + 0.054558876901865005, + 0.058163873851299286 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.0025079960469156504 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a slender wrist with fair, smooth skin emerging from a dark charcoal wool suit cuff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a stainless steel watch with a classic round case, simple bezel, and domed sapphire crystal visible on the wrist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch face feature a sun-brushed silver dial with applied stick-shaped hour markers and a slender blued second hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the blued second hand shown sweeping continuously while the sword-shaped hour and minute hands remain stationary?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, smooth push-in starting from a slightly downward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011083112098276615 + ], + "opposite_logprob_tokens": [ + -4.511083126068115 + ], + "logprob_reward": -0.011083112098276615, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011083112098276615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20529024302959442, + 0.0899234414100647, + 0.11363065242767334, + 0.10247492790222168, + 0.045056965202093124, + 0.0594196617603302, + 0.13793358206748962, + 0.08392877876758575, + 0.09118983894586563, + 0.07115189731121063 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.011083112098276615 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a slender wrist with fair, smooth skin emerging from a dark charcoal wool suit cuff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a stainless steel watch with a classic round case, simple bezel, and domed sapphire crystal visible on the wrist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch face feature a sun-brushed silver dial with applied stick-shaped hour markers and a slender blued second hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the blued second hand shown sweeping continuously while the sword-shaped hour and minute hands remain stationary?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, smooth push-in starting from a slightly downward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34867432713508606 + ], + "opposite_logprob_tokens": [ + -1.2236742973327637 + ], + "logprob_reward": -0.34867432713508606, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34867432713508606, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2094070166349411, + 0.0899520218372345, + 0.22410988807678223, + 0.09898382425308228, + 0.052201297134160995, + 0.07655780762434006, + 0.07476407289505005, + 0.05864794924855232, + 0.06584233045578003, + 0.049533747136592865 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.34867432713508606 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a slender wrist with fair, smooth skin emerging from a dark charcoal wool suit cuff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a stainless steel watch with a classic round case, simple bezel, and domed sapphire crystal visible on the wrist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch face feature a sun-brushed silver dial with applied stick-shaped hour markers and a slender blued second hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the blued second hand shown sweeping continuously while the sword-shaped hour and minute hands remain stationary?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, smooth push-in starting from a slightly downward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107108686119318 + ], + "opposite_logprob_tokens": [ + -4.51107120513916 + ], + "logprob_reward": -0.01107108686119318, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107108686119318, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09403375536203384, + 0.03141915053129196, + 0.09084947407245636, + 0.029506482183933258, + 0.0751226544380188, + 0.010692643001675606, + 0.0612475760281086, + 0.5246269106864929, + 0.05726418271660805, + 0.025237249210476875 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.01107108686119318 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up, shot with a slow, smooth push-in technique, begins from a slightly downward angle and focuses on a slender wrist gracefully raised. The skin of this wrist, fair and smooth, emerges effortlessly from the cuff of a rich, dark charcoal wool suit. With a slight twist of the wrist, a meticulously crafted stainless steel watch comes fully into view. A soft, directional, warm light illuminates the watch, reflecting a captivating luster from its interlaced polished and brushed metal surfaces. The watch boasts a classic round case and a simple bezel. Beneath the domed sapphire crystal lies a flawless, sun-brushed silver dial, its applied stick-shaped hour markers gleaming sharply in the light. When the wrist is steadily tilted towards the camera, as if at the moment of confirming the time, the focus falls precisely on the dial. A slender blued second hand is silently sweeping across the dial in an absolutely smooth and unpausing posture. Its continuous movement forms a sharp contrast with the stationary sword-shaped hour and minute hands. The whole picture conveys a luxurious atmosphere of concentration, tranquility and high-end texture in the ultimate details.", + "seed": 31225, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_0/index_6549_seed_31225_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.09462899547070265, + "vlm_logprob": -0.09462899547070265, + "vlm_yes_no_margin": 3.2499999523162844, + "vlm_token_credit": -0.09462899547070265, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a slender wrist with fair, smooth skin emerging from a dark charcoal wool suit cuff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a stainless steel watch with a classic round case, simple bezel, and domed sapphire crystal visible on the wrist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch face feature a sun-brushed silver dial with applied stick-shaped hour markers and a slender blued second hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the blued second hand shown sweeping continuously while the sword-shaped hour and minute hands remain stationary?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, smooth push-in starting from a slightly downward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11352823674678802 + ], + "opposite_logprob_tokens": [ + -2.238528251647949 + ], + "logprob_reward": -0.11352823674678802, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11352823674678802, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17452877759933472, + 0.16776041686534882, + 0.10612308233976364, + 0.0817517340183258, + 0.08410771936178207, + 0.10395988821983337, + 0.09222615510225296, + 0.08289774507284164, + 0.0734391063451767, + 0.03320528566837311 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.11352823674678802 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a slender wrist with fair, smooth skin emerging from a dark charcoal wool suit cuff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a stainless steel watch with a classic round case, simple bezel, and domed sapphire crystal visible on the wrist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch face feature a sun-brushed silver dial with applied stick-shaped hour markers and a slender blued second hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the blued second hand shown sweeping continuously while the sword-shaped hour and minute hands remain stationary?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, smooth push-in starting from a slightly downward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004651677794754505 + ], + "opposite_logprob_tokens": [ + -5.3796515464782715 + ], + "logprob_reward": -0.004651677794754505, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004651677794754505, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06064886599779129, + 0.1346900761127472, + 0.05611554905772209, + 0.1442967802286148, + 0.058398231863975525, + 0.15534608066082, + 0.0605645589530468, + 0.27942362427711487, + 0.03468722477555275, + 0.015829021111130714 + ], + "top_frames": [ + 7, + 5, + 3 + ], + "selected_reward": -0.004651677794754505 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a slender wrist with fair, smooth skin emerging from a dark charcoal wool suit cuff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a stainless steel watch with a classic round case, simple bezel, and domed sapphire crystal visible on the wrist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch face feature a sun-brushed silver dial with applied stick-shaped hour markers and a slender blued second hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the blued second hand shown sweeping continuously while the sword-shaped hour and minute hands remain stationary?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, smooth push-in starting from a slightly downward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01819479651749134 + ], + "opposite_logprob_tokens": [ + -4.018194675445557 + ], + "logprob_reward": -0.01819479651749134, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01819479651749134, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11948053538799286, + 0.08571285754442215, + 0.06547539681196213, + 0.11832220107316971, + 0.16120539605617523, + 0.19486020505428314, + 0.09086110442876816, + 0.055211424827575684, + 0.0699533000588417, + 0.03891758620738983 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.01819479651749134 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a slender wrist with fair, smooth skin emerging from a dark charcoal wool suit cuff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a stainless steel watch with a classic round case, simple bezel, and domed sapphire crystal visible on the wrist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch face feature a sun-brushed silver dial with applied stick-shaped hour markers and a slender blued second hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the blued second hand shown sweeping continuously while the sword-shaped hour and minute hands remain stationary?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, smooth push-in starting from a slightly downward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31349220871925354 + ], + "opposite_logprob_tokens": [ + -1.3134921789169312 + ], + "logprob_reward": -0.31349220871925354, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31349220871925354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07484272122383118, + 0.07518366724252701, + 0.07069002091884613, + 0.05514952540397644, + 0.0719534382224083, + 0.38439562916755676, + 0.08765705674886703, + 0.10888788849115372, + 0.03404070436954498, + 0.03719933331012726 + ], + "top_frames": [ + 5, + 7, + 6 + ], + "selected_reward": -0.31349220871925354 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a slender wrist with fair, smooth skin emerging from a dark charcoal wool suit cuff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a stainless steel watch with a classic round case, simple bezel, and domed sapphire crystal visible on the wrist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch face feature a sun-brushed silver dial with applied stick-shaped hour markers and a slender blued second hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the blued second hand shown sweeping continuously while the sword-shaped hour and minute hands remain stationary?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, smooth push-in starting from a slightly downward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02327805757522583 + ], + "opposite_logprob_tokens": [ + -3.773277997970581 + ], + "logprob_reward": -0.02327805757522583, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02327805757522583, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16653168201446533, + 0.06798155605792999, + 0.18375028669834137, + 0.15958011150360107, + 0.05764947831630707, + 0.13477399945259094, + 0.061968013644218445, + 0.09161503612995148, + 0.038318656384944916, + 0.03783110901713371 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.02327805757522583 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_1/index_tensor([6412, 6412])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_1/index_tensor([6412, 6412])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d2f667a69cc85983e4c0cff7d6c4b8747401ebc5 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_1/index_tensor([6412, 6412])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "sweeping, sweeping 360-degree panning shot captures the epic birth and evolution of a city core constructed from luminescent voxels. Initially, the frame's center is a deep digital void, with only a few solitary, translucent voxels pulsing in the darkness with a faint electric blue glow, like dormant data seeds. As the camera steadily pans, a breathtaking process of creation unfolds at an exponential rate: these voxels begin to replicate, aggregate, and stack upward, forming complex geometric structures that rise from a barren digital plain. In mere seconds, a futuristic metropolis of skyscrapers, composed of countless voxels shimmering in neon pink, cyber green, and bright orange, takes shape. Its sharp, intricate outlines resemble a giant integrated circuit board. Meanwhile, streams of tiny cars, composed of pure white light, speed across the multi-layered, transparent aerial highway, leaving behind brilliant trails of light and imbuing the self-luminous city with a relentless energy. The entire scene appears magnificent and awe-inspiring under the cool digital light, creating a high-tech, fast-paced, futuristic atmosphere full of infinite possibilities.", + "seed": 4895, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_1/index_6412_seed_4895_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.35001189578324554, + "vlm_logprob": -0.35001189578324554, + "vlm_yes_no_margin": 2.65, + "vlm_token_credit": -0.35001189578324554, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a 360-degree panning shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the buildings constructed from luminescent voxels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the skyscrapers shimmer in neon pink, cyber green, and bright orange colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there streams of tiny cars composed of pure white light moving on transparent aerial highways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the cars leave behind brilliant trails of light as they move?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.602667212486267 + ], + "opposite_logprob_tokens": [ + -0.22766725718975067 + ], + "logprob_reward": -1.602667212486267, + "yes_no_margin_reward": -1.375, + "token_credit_reward": -1.602667212486267, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.05068177729845047, + 0.05290203541517258, + 0.13702036440372467, + 0.028481019660830498, + 0.04146074131131172, + 0.00939992070198059, + 0.012411404401063919, + 0.022109299898147583, + 0.6233614683151245, + 0.022171955555677414 + ], + "top_frames": [ + 8, + 2, + 1 + ], + "selected_reward": -1.602667212486267 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a 360-degree panning shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the buildings constructed from luminescent voxels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the skyscrapers shimmer in neon pink, cyber green, and bright orange colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there streams of tiny cars composed of pure white light moving on transparent aerial highways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the cars leave behind brilliant trails of light as they move?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062106989324092865 + ], + "opposite_logprob_tokens": [ + -2.8121070861816406 + ], + "logprob_reward": -0.062106989324092865, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062106989324092865, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15085548162460327, + 0.12117502093315125, + 0.04185756295919418, + 0.07065054029226303, + 0.062434688210487366, + 0.022096524015069008, + 0.018410641700029373, + 0.08296257257461548, + 0.2837204337120056, + 0.1458365023136139 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.062106989324092865 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a 360-degree panning shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the buildings constructed from luminescent voxels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the skyscrapers shimmer in neon pink, cyber green, and bright orange colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there streams of tiny cars composed of pure white light moving on transparent aerial highways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the cars leave behind brilliant trails of light as they move?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004108560271561146 + ], + "opposite_logprob_tokens": [ + -5.504108428955078 + ], + "logprob_reward": -0.004108560271561146, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004108560271561146, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.023730995133519173, + 0.010252066887915134, + 0.05293527618050575, + 0.021685820072889328, + 0.022757848724722862, + 0.015513411723077297, + 0.012253203429281712, + 0.01812855154275894, + 0.8168550729751587, + 0.005887811072170734 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.004108560271561146 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a 360-degree panning shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the buildings constructed from luminescent voxels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the skyscrapers shimmer in neon pink, cyber green, and bright orange colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there streams of tiny cars composed of pure white light moving on transparent aerial highways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the cars leave behind brilliant trails of light as they move?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307333379983902 + ], + "opposite_logprob_tokens": [ + -3.1680734157562256 + ], + "logprob_reward": -0.04307333379983902, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307333379983902, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03820439428091049, + 0.024434898048639297, + 0.03234470263123512, + 0.05663132667541504, + 0.020212505012750626, + 0.011087642051279545, + 0.01085581723600626, + 0.06908664107322693, + 0.659909188747406, + 0.07723286002874374 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.04307333379983902 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a 360-degree panning shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the buildings constructed from luminescent voxels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the skyscrapers shimmer in neon pink, cyber green, and bright orange colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there streams of tiny cars composed of pure white light moving on transparent aerial highways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the cars leave behind brilliant trails of light as they move?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0381033830344677 + ], + "opposite_logprob_tokens": [ + -3.2881033420562744 + ], + "logprob_reward": -0.0381033830344677, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.0381033830344677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08403263241052628, + 0.05674329772591591, + 0.04717540740966797, + 0.0442221574485302, + 0.027327945455908775, + 0.012155285105109215, + 0.009728108532726765, + 0.04412106052041054, + 0.5216051340103149, + 0.15288899838924408 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.0381033830344677 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping, sweeping 360-degree panning shot captures the epic birth and evolution of a city core constructed from luminescent voxels. Initially, the frame's center is a deep digital void, with only a few solitary, translucent voxels pulsing in the darkness with a faint electric blue glow, like dormant data seeds. As the camera steadily pans, a breathtaking process of creation unfolds at an exponential rate: these voxels begin to replicate, aggregate, and stack upward, forming complex geometric structures that rise from a barren digital plain. In mere seconds, a futuristic metropolis of skyscrapers, composed of countless voxels shimmering in neon pink, cyber green, and bright orange, takes shape. Its sharp, intricate outlines resemble a giant integrated circuit board. Meanwhile, streams of tiny cars, composed of pure white light, speed across the multi-layered, transparent aerial highway, leaving behind brilliant trails of light and imbuing the self-luminous city with a relentless energy. The entire scene appears magnificent and awe-inspiring under the cool digital light, creating a high-tech, fast-paced, futuristic atmosphere full of infinite possibilities.", + "seed": 4896, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_1/index_6412_seed_4896_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.244411505991593, + "vlm_logprob": -0.244411505991593, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.244411505991593, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a 360-degree panning shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the buildings constructed from luminescent voxels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the skyscrapers shimmer in neon pink, cyber green, and bright orange colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there streams of tiny cars composed of pure white light moving on transparent aerial highways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the cars leave behind brilliant trails of light as they move?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.139471173286438 + ], + "opposite_logprob_tokens": [ + -0.3894712030887604 + ], + "logprob_reward": -1.139471173286438, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.139471173286438, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10799781233072281, + 0.09040183573961258, + 0.2085295021533966, + 0.04515849053859711, + 0.049409471452236176, + 0.10229937732219696, + 0.1057678833603859, + 0.17009030282497406, + 0.09118247777223587, + 0.02916284091770649 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -1.139471173286438 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a 360-degree panning shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the buildings constructed from luminescent voxels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the skyscrapers shimmer in neon pink, cyber green, and bright orange colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there streams of tiny cars composed of pure white light moving on transparent aerial highways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the cars leave behind brilliant trails of light as they move?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.055015452206134796 + ], + "opposite_logprob_tokens": [ + -2.9300155639648438 + ], + "logprob_reward": -0.055015452206134796, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.055015452206134796, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20439420640468597, + 0.1103229969739914, + 0.1703532338142395, + 0.08085904270410538, + 0.08321580290794373, + 0.060167375952005386, + 0.04722681641578674, + 0.04062381014227867, + 0.022380869835615158, + 0.1804557591676712 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.055015452206134796 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a 360-degree panning shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the buildings constructed from luminescent voxels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the skyscrapers shimmer in neon pink, cyber green, and bright orange colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there streams of tiny cars composed of pure white light moving on transparent aerial highways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the cars leave behind brilliant trails of light as they move?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017251383978873491 + ], + "opposite_logprob_tokens": [ + -6.376725196838379 + ], + "logprob_reward": -0.0017251383978873491, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017251383978873491, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05650246515870094, + 0.05766764283180237, + 0.34993794560432434, + 0.04956626519560814, + 0.03843877464532852, + 0.05609560385346413, + 0.1582813560962677, + 0.07241504639387131, + 0.12028976529836655, + 0.040805138647556305 + ], + "top_frames": [ + 2, + 6, + 8 + ], + "selected_reward": -0.0017251383978873491 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a 360-degree panning shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the buildings constructed from luminescent voxels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the skyscrapers shimmer in neon pink, cyber green, and bright orange colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there streams of tiny cars composed of pure white light moving on transparent aerial highways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the cars leave behind brilliant trails of light as they move?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059386856853962 + ], + "opposite_logprob_tokens": [ + -3.8955938816070557 + ], + "logprob_reward": -0.02059386856853962, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059386856853962, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10375066846609116, + 0.04381413012742996, + 0.4830312430858612, + 0.028346512466669083, + 0.03238725662231445, + 0.033064939081668854, + 0.013620717450976372, + 0.08762694150209427, + 0.052789077162742615, + 0.12156855314970016 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.02059386856853962 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a 360-degree panning shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the buildings constructed from luminescent voxels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the skyscrapers shimmer in neon pink, cyber green, and bright orange colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there streams of tiny cars composed of pure white light moving on transparent aerial highways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the cars leave behind brilliant trails of light as they move?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005251897498965263 + ], + "opposite_logprob_tokens": [ + -5.255251884460449 + ], + "logprob_reward": -0.005251897498965263, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005251897498965263, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06161827966570854, + 0.02548578567802906, + 0.2602231204509735, + 0.03921058401465416, + 0.03141825646162033, + 0.08563892543315887, + 0.10488595068454742, + 0.2064807265996933, + 0.12999050319194794, + 0.05504782497882843 + ], + "top_frames": [ + 2, + 7, + 8 + ], + "selected_reward": -0.005251897498965263 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping, sweeping 360-degree panning shot captures the epic birth and evolution of a city core constructed from luminescent voxels. Initially, the frame's center is a deep digital void, with only a few solitary, translucent voxels pulsing in the darkness with a faint electric blue glow, like dormant data seeds. As the camera steadily pans, a breathtaking process of creation unfolds at an exponential rate: these voxels begin to replicate, aggregate, and stack upward, forming complex geometric structures that rise from a barren digital plain. In mere seconds, a futuristic metropolis of skyscrapers, composed of countless voxels shimmering in neon pink, cyber green, and bright orange, takes shape. Its sharp, intricate outlines resemble a giant integrated circuit board. Meanwhile, streams of tiny cars, composed of pure white light, speed across the multi-layered, transparent aerial highway, leaving behind brilliant trails of light and imbuing the self-luminous city with a relentless energy. The entire scene appears magnificent and awe-inspiring under the cool digital light, creating a high-tech, fast-paced, futuristic atmosphere full of infinite possibilities.", + "seed": 4897, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_1/index_6412_seed_4897_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08235647045075893, + "vlm_logprob": -0.08235647045075893, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.08235647045075893, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a 360-degree panning shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the buildings constructed from luminescent voxels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the skyscrapers shimmer in neon pink, cyber green, and bright orange colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there streams of tiny cars composed of pure white light moving on transparent aerial highways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the cars leave behind brilliant trails of light as they move?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25498488545417786 + ], + "opposite_logprob_tokens": [ + -1.5049848556518555 + ], + "logprob_reward": -0.25498488545417786, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25498488545417786, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.463685542345047, + 0.11400290578603745, + 0.12607744336128235, + 0.10055851191282272, + 0.03053378500044346, + 0.020509615540504456, + 0.0895778015255928, + 0.0228689294308424, + 0.01325644738972187, + 0.018929054960608482 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.25498488545417786 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a 360-degree panning shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the buildings constructed from luminescent voxels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the skyscrapers shimmer in neon pink, cyber green, and bright orange colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there streams of tiny cars composed of pure white light moving on transparent aerial highways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the cars leave behind brilliant trails of light as they move?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07901918143033981 + ], + "opposite_logprob_tokens": [ + -2.579019069671631 + ], + "logprob_reward": -0.07901918143033981, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07901918143033981, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.612730860710144, + 0.06423479318618774, + 0.05224185809493065, + 0.09751367568969727, + 0.032857198268175125, + 0.01732756569981575, + 0.0401742123067379, + 0.05389949306845665, + 0.0085068354383111, + 0.02051348052918911 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.07901918143033981 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a 360-degree panning shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the buildings constructed from luminescent voxels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the skyscrapers shimmer in neon pink, cyber green, and bright orange colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there streams of tiny cars composed of pure white light moving on transparent aerial highways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the cars leave behind brilliant trails of light as they move?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004650491289794445 + ], + "opposite_logprob_tokens": [ + -5.379650592803955 + ], + "logprob_reward": -0.004650491289794445, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004650491289794445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3540040850639343, + 0.14837169647216797, + 0.03922947123646736, + 0.25766292214393616, + 0.04231677204370499, + 0.04103155434131622, + 0.06877351552248001, + 0.022431818768382072, + 0.01105651818215847, + 0.015121676959097385 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.004650491289794445 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a 360-degree panning shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the buildings constructed from luminescent voxels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the skyscrapers shimmer in neon pink, cyber green, and bright orange colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there streams of tiny cars composed of pure white light moving on transparent aerial highways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the cars leave behind brilliant trails of light as they move?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062049515545368195 + ], + "opposite_logprob_tokens": [ + -2.812049627304077 + ], + "logprob_reward": -0.062049515545368195, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062049515545368195, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18358001112937927, + 0.12803448736667633, + 0.05750265717506409, + 0.04133352264761925, + 0.04465978220105171, + 0.041235148906707764, + 0.135459303855896, + 0.27602604031562805, + 0.037702590227127075, + 0.054466430097818375 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.062049515545368195 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a 360-degree panning shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the buildings constructed from luminescent voxels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the skyscrapers shimmer in neon pink, cyber green, and bright orange colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there streams of tiny cars composed of pure white light moving on transparent aerial highways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the cars leave behind brilliant trails of light as they move?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107827853411436 + ], + "opposite_logprob_tokens": [ + -4.511078357696533 + ], + "logprob_reward": -0.01107827853411436, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107827853411436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20549309253692627, + 0.12599368393421173, + 0.07100215554237366, + 0.09616046398878098, + 0.053793810307979584, + 0.027900485321879387, + 0.2779572010040283, + 0.09152423590421677, + 0.022522753104567528, + 0.027652159333229065 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.01107827853411436 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping, sweeping 360-degree panning shot captures the epic birth and evolution of a city core constructed from luminescent voxels. Initially, the frame's center is a deep digital void, with only a few solitary, translucent voxels pulsing in the darkness with a faint electric blue glow, like dormant data seeds. As the camera steadily pans, a breathtaking process of creation unfolds at an exponential rate: these voxels begin to replicate, aggregate, and stack upward, forming complex geometric structures that rise from a barren digital plain. In mere seconds, a futuristic metropolis of skyscrapers, composed of countless voxels shimmering in neon pink, cyber green, and bright orange, takes shape. Its sharp, intricate outlines resemble a giant integrated circuit board. Meanwhile, streams of tiny cars, composed of pure white light, speed across the multi-layered, transparent aerial highway, leaving behind brilliant trails of light and imbuing the self-luminous city with a relentless energy. The entire scene appears magnificent and awe-inspiring under the cool digital light, creating a high-tech, fast-paced, futuristic atmosphere full of infinite possibilities.", + "seed": 4898, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_1/index_6412_seed_4898_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.24525859588757157, + "vlm_logprob": -0.24525859588757157, + "vlm_yes_no_margin": 2.65, + "vlm_token_credit": -0.24525859588757157, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a 360-degree panning shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the buildings constructed from luminescent voxels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the skyscrapers shimmer in neon pink, cyber green, and bright orange colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there streams of tiny cars composed of pure white light moving on transparent aerial highways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the cars leave behind brilliant trails of light as they move?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0553113222122192 + ], + "opposite_logprob_tokens": [ + -0.43031132221221924 + ], + "logprob_reward": -1.0553113222122192, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.0553113222122192, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.24358390271663666, + 0.08121876418590546, + 0.10129766911268234, + 0.07517952471971512, + 0.10186398029327393, + 0.0929950624704361, + 0.04143938422203064, + 0.11365494132041931, + 0.0433940663933754, + 0.10537271201610565 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -1.0553113222122192 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a 360-degree panning shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the buildings constructed from luminescent voxels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the skyscrapers shimmer in neon pink, cyber green, and bright orange colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there streams of tiny cars composed of pure white light moving on transparent aerial highways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the cars leave behind brilliant trails of light as they move?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04870496690273285 + ], + "opposite_logprob_tokens": [ + -3.0487048625946045 + ], + "logprob_reward": -0.04870496690273285, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04870496690273285, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11198551952838898, + 0.07063538581132889, + 0.05389322713017464, + 0.30150702595710754, + 0.08080685883760452, + 0.1464063823223114, + 0.028868235647678375, + 0.02831030823290348, + 0.06398226320743561, + 0.11360479891300201 + ], + "top_frames": [ + 3, + 5, + 9 + ], + "selected_reward": -0.04870496690273285 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a 360-degree panning shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the buildings constructed from luminescent voxels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the skyscrapers shimmer in neon pink, cyber green, and bright orange colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there streams of tiny cars composed of pure white light moving on transparent aerial highways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the cars leave behind brilliant trails of light as they move?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005267668981105089 + ], + "opposite_logprob_tokens": [ + -5.25526762008667 + ], + "logprob_reward": -0.005267668981105089, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005267668981105089, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14143656194210052, + 0.044535525143146515, + 0.08531347662210464, + 0.3546806573867798, + 0.07226301729679108, + 0.12877342104911804, + 0.0379539355635643, + 0.029429325833916664, + 0.047168634831905365, + 0.05844542384147644 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.005267668981105089 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a 360-degree panning shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the buildings constructed from luminescent voxels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the skyscrapers shimmer in neon pink, cyber green, and bright orange colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there streams of tiny cars composed of pure white light moving on transparent aerial highways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the cars leave behind brilliant trails of light as they move?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496174469590187 + ], + "opposite_logprob_tokens": [ + -2.929961681365967 + ], + "logprob_reward": -0.05496174469590187, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496174469590187, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4997020363807678, + 0.08453482389450073, + 0.03689822554588318, + 0.1414734274148941, + 0.04054015502333641, + 0.07394470274448395, + 0.028010280802845955, + 0.03252647817134857, + 0.023130949586629868, + 0.039239004254341125 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.05496174469590187 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a 360-degree panning shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the buildings constructed from luminescent voxels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the skyscrapers shimmer in neon pink, cyber green, and bright orange colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there streams of tiny cars composed of pure white light moving on transparent aerial highways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the cars leave behind brilliant trails of light as they move?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06204727664589882 + ], + "opposite_logprob_tokens": [ + -2.812047243118286 + ], + "logprob_reward": -0.06204727664589882, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06204727664589882, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4556594789028168, + 0.0590987466275692, + 0.07185528427362442, + 0.09392907470464706, + 0.10624607652425766, + 0.07041070610284805, + 0.02250601537525654, + 0.04250660166144371, + 0.027879862114787102, + 0.049908120185136795 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.06204727664589882 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_10/index_tensor([914, 914])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_10/index_tensor([914, 914])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..571e50f5e8c9663c2e41d6122630beaa3af2f634 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_10/index_tensor([914, 914])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In the style of a sleek cyberpunk animation, a static, slightly low-angled, extreme close-up meticulously depicts a complex robotic arm on a futuristic automotive assembly line. Its surface, a blend of polished gunmetal and matte carbon fiber, gleams under the chilly factory ambient lighting. Suddenly, as a malfunction triggers the fire suppression system, supercooled liquid cascades down, and shimmering droplets can be seen streaking across the frame. The moment freezing rain strikes the arm, a delicate and swift web of crystalline ice blooms across its intricate hydraulic joints, frost quickly enveloping the vibrant cyan glow emanating from the pressurized tubes. The arm's fluid, deliberate movements are interspersed with violent, shuddering tremors, its motion halting mid-task. Immediately, a bright, chaotic electrical spark erupts from the now-frozen joint, arcing erratically between the frozen metal plates. This dazzling, frenzied yellow and white light contrasts sharply with the scene's cool, dark color palette, creating a tense and dramatic atmosphere of catastrophic technological failure against the soft-focus backdrop of the vast, automated factory floor.", + "seed": 8274, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_10/index_914_seed_8274_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.045815840782597664, + "vlm_logprob": -0.045815840782597664, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.045815840782597664, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a complex robotic arm located on a futuristic automotive assembly line?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the robotic arm's surface show a blend of polished gunmetal and matte carbon fiber materials?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show supercooled liquid cascading down and crystalline ice blooming across the arm's joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright, chaotic yellow and white electrical spark arcing from a frozen joint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a static, slightly low-angled extreme close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11392030119895935 + ], + "opposite_logprob_tokens": [ + -2.238920211791992 + ], + "logprob_reward": -0.11392030119895935, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11392030119895935, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10580867528915405, + 0.0984143540263176, + 0.23320257663726807, + 0.21625053882598877, + 0.0549187958240509, + 0.10277806967496872, + 0.02870115265250206, + 0.0890282467007637, + 0.036496084183454514, + 0.034401487559080124 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.11392030119895935 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a complex robotic arm located on a futuristic automotive assembly line?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the robotic arm's surface show a blend of polished gunmetal and matte carbon fiber materials?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show supercooled liquid cascading down and crystalline ice blooming across the arm's joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright, chaotic yellow and white electrical spark arcing from a frozen joint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a static, slightly low-angled extreme close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04868748039007187 + ], + "opposite_logprob_tokens": [ + -3.04868745803833 + ], + "logprob_reward": -0.04868748039007187, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04868748039007187, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09007907658815384, + 0.11555122584104538, + 0.11131331324577332, + 0.1837090402841568, + 0.09559103101491928, + 0.08954121172428131, + 0.05381573736667633, + 0.08529458194971085, + 0.12227974086999893, + 0.05282508209347725 + ], + "top_frames": [ + 3, + 8, + 1 + ], + "selected_reward": -0.04868748039007187 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a complex robotic arm located on a futuristic automotive assembly line?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the robotic arm's surface show a blend of polished gunmetal and matte carbon fiber materials?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show supercooled liquid cascading down and crystalline ice blooming across the arm's joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright, chaotic yellow and white electrical spark arcing from a frozen joint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a static, slightly low-angled extreme close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014207170344889164 + ], + "opposite_logprob_tokens": [ + -4.264207363128662 + ], + "logprob_reward": -0.014207170344889164, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014207170344889164, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12352284789085388, + 0.04503526911139488, + 0.0395895391702652, + 0.23870889842510223, + 0.0936037227511406, + 0.14965729415416718, + 0.0644276812672615, + 0.040338221937417984, + 0.13845610618591309, + 0.06666043400764465 + ], + "top_frames": [ + 3, + 5, + 8 + ], + "selected_reward": -0.014207170344889164 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a complex robotic arm located on a futuristic automotive assembly line?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the robotic arm's surface show a blend of polished gunmetal and matte carbon fiber materials?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show supercooled liquid cascading down and crystalline ice blooming across the arm's joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright, chaotic yellow and white electrical spark arcing from a frozen joint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a static, slightly low-angled extreme close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036176491994410753 + ], + "opposite_logprob_tokens": [ + -5.628617763519287 + ], + "logprob_reward": -0.0036176491994410753, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036176491994410753, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12665250897407532, + 0.031260136514902115, + 0.06939490884542465, + 0.13482294976711273, + 0.060708288103342056, + 0.08911439776420593, + 0.05726708099246025, + 0.05730200186371803, + 0.059084270149469376, + 0.31439343094825745 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.0036176491994410753 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a complex robotic arm located on a futuristic automotive assembly line?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the robotic arm's surface show a blend of polished gunmetal and matte carbon fiber materials?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show supercooled liquid cascading down and crystalline ice blooming across the arm's joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright, chaotic yellow and white electrical spark arcing from a frozen joint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a static, slightly low-angled extreme close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048646602779626846 + ], + "opposite_logprob_tokens": [ + -3.0486466884613037 + ], + "logprob_reward": -0.048646602779626846, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048646602779626846, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1891612708568573, + 0.1663837432861328, + 0.059328097850084305, + 0.20396441221237183, + 0.11350886523723602, + 0.0473409965634346, + 0.08525563031435013, + 0.04527803137898445, + 0.039646074175834656, + 0.05013289302587509 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.048646602779626846 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In the style of a sleek cyberpunk animation, a static, slightly low-angled, extreme close-up meticulously depicts a complex robotic arm on a futuristic automotive assembly line. Its surface, a blend of polished gunmetal and matte carbon fiber, gleams under the chilly factory ambient lighting. Suddenly, as a malfunction triggers the fire suppression system, supercooled liquid cascades down, and shimmering droplets can be seen streaking across the frame. The moment freezing rain strikes the arm, a delicate and swift web of crystalline ice blooms across its intricate hydraulic joints, frost quickly enveloping the vibrant cyan glow emanating from the pressurized tubes. The arm's fluid, deliberate movements are interspersed with violent, shuddering tremors, its motion halting mid-task. Immediately, a bright, chaotic electrical spark erupts from the now-frozen joint, arcing erratically between the frozen metal plates. This dazzling, frenzied yellow and white light contrasts sharply with the scene's cool, dark color palette, creating a tense and dramatic atmosphere of catastrophic technological failure against the soft-focus backdrop of the vast, automated factory floor.", + "seed": 8275, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_10/index_914_seed_8275_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07901670131832361, + "vlm_logprob": -0.07901670131832361, + "vlm_yes_no_margin": 3.325, + "vlm_token_credit": -0.07901670131832361, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a complex robotic arm located on a futuristic automotive assembly line?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the robotic arm's surface show a blend of polished gunmetal and matte carbon fiber materials?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show supercooled liquid cascading down and crystalline ice blooming across the arm's joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright, chaotic yellow and white electrical spark arcing from a frozen joint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a static, slightly low-angled extreme close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2831876277923584 + ], + "opposite_logprob_tokens": [ + -1.4081876277923584 + ], + "logprob_reward": -0.2831876277923584, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2831876277923584, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09558472782373428, + 0.2888279855251312, + 0.051477961242198944, + 0.09288650751113892, + 0.1072610542178154, + 0.07356607168912888, + 0.06502191722393036, + 0.09344425797462463, + 0.062178779393434525, + 0.06975080072879791 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.2831876277923584 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a complex robotic arm located on a futuristic automotive assembly line?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the robotic arm's surface show a blend of polished gunmetal and matte carbon fiber materials?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show supercooled liquid cascading down and crystalline ice blooming across the arm's joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright, chaotic yellow and white electrical spark arcing from a frozen joint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a static, slightly low-angled extreme close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07006160914897919 + ], + "opposite_logprob_tokens": [ + -2.695061683654785 + ], + "logprob_reward": -0.07006160914897919, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07006160914897919, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16148407757282257, + 0.22334593534469604, + 0.11283659189939499, + 0.10503700375556946, + 0.05014609545469284, + 0.04830422252416611, + 0.046345144510269165, + 0.042993124574422836, + 0.12424243241548538, + 0.08526532351970673 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.07006160914897919 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a complex robotic arm located on a futuristic automotive assembly line?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the robotic arm's surface show a blend of polished gunmetal and matte carbon fiber materials?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show supercooled liquid cascading down and crystalline ice blooming across the arm's joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright, chaotic yellow and white electrical spark arcing from a frozen joint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a static, slightly low-angled extreme close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018207088112831116 + ], + "opposite_logprob_tokens": [ + -4.01820707321167 + ], + "logprob_reward": -0.018207088112831116, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018207088112831116, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11418233066797256, + 0.16587746143341064, + 0.062177516520023346, + 0.04117993265390396, + 0.18553520739078522, + 0.11216739565134048, + 0.026566430926322937, + 0.09092821925878525, + 0.12419973313808441, + 0.07718579471111298 + ], + "top_frames": [ + 4, + 1, + 8 + ], + "selected_reward": -0.018207088112831116 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a complex robotic arm located on a futuristic automotive assembly line?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the robotic arm's surface show a blend of polished gunmetal and matte carbon fiber materials?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show supercooled liquid cascading down and crystalline ice blooming across the arm's joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright, chaotic yellow and white electrical spark arcing from a frozen joint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a static, slightly low-angled extreme close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011086412705481052 + ], + "opposite_logprob_tokens": [ + -4.511086463928223 + ], + "logprob_reward": -0.011086412705481052, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011086412705481052, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11477469652891159, + 0.08668610453605652, + 0.07121481001377106, + 0.0927506759762764, + 0.03561995178461075, + 0.05549084395170212, + 0.036869537085294724, + 0.09189794212579727, + 0.09282096475362778, + 0.32187438011169434 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.011086412705481052 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a complex robotic arm located on a futuristic automotive assembly line?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the robotic arm's surface show a blend of polished gunmetal and matte carbon fiber materials?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show supercooled liquid cascading down and crystalline ice blooming across the arm's joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright, chaotic yellow and white electrical spark arcing from a frozen joint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a static, slightly low-angled extreme close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012540768831968307 + ], + "opposite_logprob_tokens": [ + -4.387540817260742 + ], + "logprob_reward": -0.012540768831968307, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012540768831968307, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10020432621240616, + 0.06385163962841034, + 0.06251519173383713, + 0.12410752475261688, + 0.20525150001049042, + 0.05995769053697586, + 0.034304048866033554, + 0.0388309620320797, + 0.26544666290283203, + 0.04553043842315674 + ], + "top_frames": [ + 8, + 4, + 3 + ], + "selected_reward": -0.012540768831968307 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In the style of a sleek cyberpunk animation, a static, slightly low-angled, extreme close-up meticulously depicts a complex robotic arm on a futuristic automotive assembly line. Its surface, a blend of polished gunmetal and matte carbon fiber, gleams under the chilly factory ambient lighting. Suddenly, as a malfunction triggers the fire suppression system, supercooled liquid cascades down, and shimmering droplets can be seen streaking across the frame. The moment freezing rain strikes the arm, a delicate and swift web of crystalline ice blooms across its intricate hydraulic joints, frost quickly enveloping the vibrant cyan glow emanating from the pressurized tubes. The arm's fluid, deliberate movements are interspersed with violent, shuddering tremors, its motion halting mid-task. Immediately, a bright, chaotic electrical spark erupts from the now-frozen joint, arcing erratically between the frozen metal plates. This dazzling, frenzied yellow and white light contrasts sharply with the scene's cool, dark color palette, creating a tense and dramatic atmosphere of catastrophic technological failure against the soft-focus backdrop of the vast, automated factory floor.", + "seed": 8276, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_10/index_914_seed_8276_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.027652539731934666, + "vlm_logprob": -0.027652539731934666, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.027652539731934666, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a complex robotic arm located on a futuristic automotive assembly line?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the robotic arm's surface show a blend of polished gunmetal and matte carbon fiber materials?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show supercooled liquid cascading down and crystalline ice blooming across the arm's joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright, chaotic yellow and white electrical spark arcing from a frozen joint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a static, slightly low-angled extreme close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06294518709182739 + ], + "opposite_logprob_tokens": [ + -2.8129451274871826 + ], + "logprob_reward": -0.06294518709182739, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06294518709182739, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08652737736701965, + 0.04115793853998184, + 0.1440601348876953, + 0.0358443483710289, + 0.07695047557353973, + 0.10922945290803909, + 0.14517104625701904, + 0.023242974653840065, + 0.09996266663074493, + 0.23785360157489777 + ], + "top_frames": [ + 9, + 6, + 2 + ], + "selected_reward": -0.06294518709182739 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a complex robotic arm located on a futuristic automotive assembly line?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the robotic arm's surface show a blend of polished gunmetal and matte carbon fiber materials?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show supercooled liquid cascading down and crystalline ice blooming across the arm's joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright, chaotic yellow and white electrical spark arcing from a frozen joint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a static, slightly low-angled extreme close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03372518718242645 + ], + "opposite_logprob_tokens": [ + -3.4087252616882324 + ], + "logprob_reward": -0.03372518718242645, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03372518718242645, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09159614145755768, + 0.0503276027739048, + 0.1648029386997223, + 0.024546345695853233, + 0.04833280295133591, + 0.11608806252479553, + 0.2440645396709442, + 0.06747563183307648, + 0.12080809473991394, + 0.07195782661437988 + ], + "top_frames": [ + 6, + 2, + 8 + ], + "selected_reward": -0.03372518718242645 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a complex robotic arm located on a futuristic automotive assembly line?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the robotic arm's surface show a blend of polished gunmetal and matte carbon fiber materials?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show supercooled liquid cascading down and crystalline ice blooming across the arm's joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright, chaotic yellow and white electrical spark arcing from a frozen joint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a static, slightly low-angled extreme close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0181954987347126 + ], + "opposite_logprob_tokens": [ + -4.018195629119873 + ], + "logprob_reward": -0.0181954987347126, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.0181954987347126, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14082366228103638, + 0.031091338023543358, + 0.29588550329208374, + 0.05908779427409172, + 0.05189675837755203, + 0.062375012785196304, + 0.06059637293219566, + 0.04485747218132019, + 0.11579784750938416, + 0.13758830726146698 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.0181954987347126 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a complex robotic arm located on a futuristic automotive assembly line?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the robotic arm's surface show a blend of polished gunmetal and matte carbon fiber materials?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show supercooled liquid cascading down and crystalline ice blooming across the arm's joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright, chaotic yellow and white electrical spark arcing from a frozen joint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a static, slightly low-angled extreme close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028221087995916605 + ], + "opposite_logprob_tokens": [ + -5.877821922302246 + ], + "logprob_reward": -0.0028221087995916605, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028221087995916605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09152817726135254, + 0.1575331836938858, + 0.038742005825042725, + 0.03663046658039093, + 0.048022232949733734, + 0.08628827333450317, + 0.06391723453998566, + 0.03508255258202553, + 0.2631380259990692, + 0.1791178435087204 + ], + "top_frames": [ + 8, + 9, + 1 + ], + "selected_reward": -0.0028221087995916605 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a complex robotic arm located on a futuristic automotive assembly line?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the robotic arm's surface show a blend of polished gunmetal and matte carbon fiber materials?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show supercooled liquid cascading down and crystalline ice blooming across the arm's joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright, chaotic yellow and white electrical spark arcing from a frozen joint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a static, slightly low-angled extreme close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020574716851115227 + ], + "opposite_logprob_tokens": [ + -3.8955748081207275 + ], + "logprob_reward": -0.020574716851115227, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020574716851115227, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1984187215566635, + 0.11327877640724182, + 0.18760289251804352, + 0.05223219469189644, + 0.04678398743271828, + 0.10601231455802917, + 0.07961484789848328, + 0.07637818902730942, + 0.0677255168557167, + 0.07195252925157547 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.020574716851115227 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In the style of a sleek cyberpunk animation, a static, slightly low-angled, extreme close-up meticulously depicts a complex robotic arm on a futuristic automotive assembly line. Its surface, a blend of polished gunmetal and matte carbon fiber, gleams under the chilly factory ambient lighting. Suddenly, as a malfunction triggers the fire suppression system, supercooled liquid cascades down, and shimmering droplets can be seen streaking across the frame. The moment freezing rain strikes the arm, a delicate and swift web of crystalline ice blooms across its intricate hydraulic joints, frost quickly enveloping the vibrant cyan glow emanating from the pressurized tubes. The arm's fluid, deliberate movements are interspersed with violent, shuddering tremors, its motion halting mid-task. Immediately, a bright, chaotic electrical spark erupts from the now-frozen joint, arcing erratically between the frozen metal plates. This dazzling, frenzied yellow and white light contrasts sharply with the scene's cool, dark color palette, creating a tense and dramatic atmosphere of catastrophic technological failure against the soft-focus backdrop of the vast, automated factory floor.", + "seed": 8277, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_10/index_914_seed_8277_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04640280418097973, + "vlm_logprob": -0.04640280418097973, + "vlm_yes_no_margin": 3.15, + "vlm_token_credit": -0.04640280418097973, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a complex robotic arm located on a futuristic automotive assembly line?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the robotic arm's surface show a blend of polished gunmetal and matte carbon fiber materials?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show supercooled liquid cascading down and crystalline ice blooming across the arm's joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright, chaotic yellow and white electrical spark arcing from a frozen joint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a static, slightly low-angled extreme close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08086451143026352 + ], + "opposite_logprob_tokens": [ + -2.580864429473877 + ], + "logprob_reward": -0.08086451143026352, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08086451143026352, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1697130650281906, + 0.09906677156686783, + 0.4330178499221802, + 0.04087032377719879, + 0.11573636531829834, + 0.03294249624013901, + 0.04287533834576607, + 0.023357629776000977, + 0.018972257152199745, + 0.023447932675480843 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.08086451143026352 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a complex robotic arm located on a futuristic automotive assembly line?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the robotic arm's surface show a blend of polished gunmetal and matte carbon fiber materials?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show supercooled liquid cascading down and crystalline ice blooming across the arm's joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright, chaotic yellow and white electrical spark arcing from a frozen joint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a static, slightly low-angled extreme close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04308429732918739 + ], + "opposite_logprob_tokens": [ + -3.1680843830108643 + ], + "logprob_reward": -0.04308429732918739, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04308429732918739, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08113235980272293, + 0.09972739219665527, + 0.36436596512794495, + 0.13704393804073334, + 0.14256314933300018, + 0.049567852169275284, + 0.02945055440068245, + 0.02806691639125347, + 0.04311686009168625, + 0.024964991956949234 + ], + "top_frames": [ + 2, + 4, + 3 + ], + "selected_reward": -0.04308429732918739 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a complex robotic arm located on a futuristic automotive assembly line?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the robotic arm's surface show a blend of polished gunmetal and matte carbon fiber materials?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show supercooled liquid cascading down and crystalline ice blooming across the arm's joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright, chaotic yellow and white electrical spark arcing from a frozen joint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a static, slightly low-angled extreme close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497189983725548 + ], + "opposite_logprob_tokens": [ + -2.929971933364868 + ], + "logprob_reward": -0.05497189983725548, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497189983725548, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03617912530899048, + 0.48116806149482727, + 0.04815301299095154, + 0.08295759558677673, + 0.18829506635665894, + 0.06280448287725449, + 0.01474909856915474, + 0.02284262701869011, + 0.04037705808877945, + 0.022473961114883423 + ], + "top_frames": [ + 1, + 4, + 3 + ], + "selected_reward": -0.05497189983725548 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a complex robotic arm located on a futuristic automotive assembly line?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the robotic arm's surface show a blend of polished gunmetal and matte carbon fiber materials?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show supercooled liquid cascading down and crystalline ice blooming across the arm's joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright, chaotic yellow and white electrical spark arcing from a frozen joint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a static, slightly low-angled extreme close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980908192694187 + ], + "opposite_logprob_tokens": [ + -3.52980899810791 + ], + "logprob_reward": -0.02980908192694187, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980908192694187, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17048311233520508, + 0.13794712722301483, + 0.22446736693382263, + 0.0899556502699852, + 0.14003869891166687, + 0.020570877939462662, + 0.021935267373919487, + 0.09529326111078262, + 0.049445588141679764, + 0.0498630665242672 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.02980908192694187 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a complex robotic arm located on a futuristic automotive assembly line?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the robotic arm's surface show a blend of polished gunmetal and matte carbon fiber materials?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show supercooled liquid cascading down and crystalline ice blooming across the arm's joints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright, chaotic yellow and white electrical spark arcing from a frozen joint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned in a static, slightly low-angled extreme close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02328423038125038 + ], + "opposite_logprob_tokens": [ + -3.7732841968536377 + ], + "logprob_reward": -0.02328423038125038, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02328423038125038, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12585093080997467, + 0.03585691377520561, + 0.6838048100471497, + 0.022671297192573547, + 0.06153995543718338, + 0.010374141857028008, + 0.01856805942952633, + 0.012803913094103336, + 0.014788741245865822, + 0.01374127622693777 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.02328423038125038 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_11/index_tensor([4418, 4418])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_11/index_tensor([4418, 4418])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..51214a3e01dbe82520127a00a92aa06849f9e8ee --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_11/index_tensor([4418, 4418])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium close-up shot from a level angle, the camera held still, captures with striking force a young man in a dark gray hooded sweatshirt standing in a dimly lit room. The sole cold light, coming from the side, casts deep shadows across his face, tightened with anger, illuminating the wall mirror before him, which reflects his own face, twisted and distorted with rage. The hood of his sweatshirt is pulled low, nearly obscuring his eyes, revealing only his furrowed brow and pursed lips. He jerks his right arm back, his clenched fist veins bulging and knuckles whitening from the exertion. Then, with a swift and decisive movement imbued with devastating force, he thrusts his fist forward, slamming it into the cold mirror. At the moment of impact, spiderweb-like cracks spread across the entire surface of the mirror before violently exploding. Countless shimmering glass shards fly explosively in all directions, tracing sharp paths through the air as if time has slowed down. His fist penetrates the center of the mirror and comes to rest in the jagged hole. The entire scene is filled with primal rage and a heart-pounding destructive catharsis, creating an atmosphere of extreme tension and despair.", + "seed": 11486, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_11/index_4418_seed_11486_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.027996827429160476, + "vlm_logprob": -0.027996827429160476, + "vlm_yes_no_margin": 4.6, + "vlm_token_credit": -0.027996827429160476, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a young man wearing a dark gray hooded sweatshirt with the hood pulled low?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by a single cold light source from the side, casting deep shadows on the man's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man perform the action of jerking his right arm back with a clenched fist and then thrusting it forward to slam into a wall mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do spiderweb-like cracks spread across the mirror surface upon impact, followed by an explosion of glass shards flying in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still at a level angle throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010575679130852222 + ], + "opposite_logprob_tokens": [ + -4.760575771331787 + ], + "logprob_reward": -0.010575679130852222, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.010575679130852222, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21826396882534027, + 0.09749088436365128, + 0.08549870550632477, + 0.07458237558603287, + 0.12159061431884766, + 0.07233893126249313, + 0.03377844765782356, + 0.07356187701225281, + 0.1255127638578415, + 0.09738142043352127 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.010575679130852222 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a young man wearing a dark gray hooded sweatshirt with the hood pulled low?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by a single cold light source from the side, casting deep shadows on the man's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man perform the action of jerking his right arm back with a clenched fist and then thrusting it forward to slam into a wall mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do spiderweb-like cracks spread across the mirror surface upon impact, followed by an explosion of glass shards flying in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still at a level angle throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497923120856285 + ], + "opposite_logprob_tokens": [ + -2.9299793243408203 + ], + "logprob_reward": -0.05497923120856285, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497923120856285, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14240679144859314, + 0.15336062014102936, + 0.02641907148063183, + 0.06345391273498535, + 0.07416587322950363, + 0.025464922189712524, + 0.02939631976187229, + 0.06599199771881104, + 0.3773093521595001, + 0.04203115031123161 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.05497923120856285 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a young man wearing a dark gray hooded sweatshirt with the hood pulled low?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by a single cold light source from the side, casting deep shadows on the man's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man perform the action of jerking his right arm back with a clenched fist and then thrusting it forward to slam into a wall mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do spiderweb-like cracks spread across the mirror surface upon impact, followed by an explosion of glass shards flying in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still at a level angle throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036193120758980513 + ], + "opposite_logprob_tokens": [ + -5.628619194030762 + ], + "logprob_reward": -0.0036193120758980513, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036193120758980513, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08929818123579025, + 0.021701259538531303, + 0.046705447137355804, + 0.036642324179410934, + 0.1375075727701187, + 0.04358237236738205, + 0.0501946322619915, + 0.09906280040740967, + 0.43955934047698975, + 0.035746123641729355 + ], + "top_frames": [ + 8, + 4, + 7 + ], + "selected_reward": -0.0036193120758980513 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a young man wearing a dark gray hooded sweatshirt with the hood pulled low?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by a single cold light source from the side, casting deep shadows on the man's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man perform the action of jerking his right arm back with a clenched fist and then thrusting it forward to slam into a wall mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do spiderweb-like cracks spread across the mirror surface upon impact, followed by an explosion of glass shards flying in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still at a level angle throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008107712492346764 + ], + "opposite_logprob_tokens": [ + -7.125810623168945 + ], + "logprob_reward": -0.0008107712492346764, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008107712492346764, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0229402594268322, + 0.011739511042833328, + 0.007543373387306929, + 0.009576478973031044, + 0.024461641907691956, + 0.022100044414401054, + 0.02015426754951477, + 0.05305570736527443, + 0.8094177842140198, + 0.019010886549949646 + ], + "top_frames": [ + 8, + 7, + 4 + ], + "selected_reward": -0.0008107712492346764 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a young man wearing a dark gray hooded sweatshirt with the hood pulled low?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by a single cold light source from the side, casting deep shadows on the man's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man perform the action of jerking his right arm back with a clenched fist and then thrusting it forward to slam into a wall mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do spiderweb-like cracks spread across the mirror surface upon impact, followed by an explosion of glass shards flying in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still at a level angle throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06999914348125458 + ], + "opposite_logprob_tokens": [ + -2.6949992179870605 + ], + "logprob_reward": -0.06999914348125458, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.06999914348125458, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05065058544278145, + 0.017830558121204376, + 0.03843976929783821, + 0.02786296419799328, + 0.11243153363466263, + 0.0874810591340065, + 0.03176436573266983, + 0.11216861754655838, + 0.35256001353263855, + 0.16881053149700165 + ], + "top_frames": [ + 8, + 9, + 4 + ], + "selected_reward": -0.06999914348125458 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium close-up shot from a level angle, the camera held still, captures with striking force a young man in a dark gray hooded sweatshirt standing in a dimly lit room. The sole cold light, coming from the side, casts deep shadows across his face, tightened with anger, illuminating the wall mirror before him, which reflects his own face, twisted and distorted with rage. The hood of his sweatshirt is pulled low, nearly obscuring his eyes, revealing only his furrowed brow and pursed lips. He jerks his right arm back, his clenched fist veins bulging and knuckles whitening from the exertion. Then, with a swift and decisive movement imbued with devastating force, he thrusts his fist forward, slamming it into the cold mirror. At the moment of impact, spiderweb-like cracks spread across the entire surface of the mirror before violently exploding. Countless shimmering glass shards fly explosively in all directions, tracing sharp paths through the air as if time has slowed down. His fist penetrates the center of the mirror and comes to rest in the jagged hole. The entire scene is filled with primal rage and a heart-pounding destructive catharsis, creating an atmosphere of extreme tension and despair.", + "seed": 11487, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_11/index_4418_seed_11487_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04287244218867272, + "vlm_logprob": -0.04287244218867272, + "vlm_yes_no_margin": 4.65, + "vlm_token_credit": -0.04287244218867272, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a young man wearing a dark gray hooded sweatshirt with the hood pulled low?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by a single cold light source from the side, casting deep shadows on the man's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man perform the action of jerking his right arm back with a clenched fist and then thrusting it forward to slam into a wall mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do spiderweb-like cracks spread across the mirror surface upon impact, followed by an explosion of glass shards flying in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still at a level angle throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011131919920444489 + ], + "opposite_logprob_tokens": [ + -4.761131763458252 + ], + "logprob_reward": -0.011131919920444489, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.011131919920444489, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27225807309150696, + 0.13132506608963013, + 0.08155397325754166, + 0.0987544059753418, + 0.06216562166810036, + 0.07565373182296753, + 0.09017416834831238, + 0.040552277117967606, + 0.07656581699848175, + 0.07099688053131104 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.011131919920444489 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a young man wearing a dark gray hooded sweatshirt with the hood pulled low?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by a single cold light source from the side, casting deep shadows on the man's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man perform the action of jerking his right arm back with a clenched fist and then thrusting it forward to slam into a wall mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do spiderweb-like cracks spread across the mirror surface upon impact, followed by an explosion of glass shards flying in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still at a level angle throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10034655034542084 + ], + "opposite_logprob_tokens": [ + -2.350346565246582 + ], + "logprob_reward": -0.10034655034542084, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10034655034542084, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25510531663894653, + 0.3917694687843323, + 0.053165268152952194, + 0.09083454310894012, + 0.04232512414455414, + 0.03219713643193245, + 0.05238025635480881, + 0.01634390838444233, + 0.019338717684149742, + 0.04654025286436081 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.10034655034542084 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a young man wearing a dark gray hooded sweatshirt with the hood pulled low?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by a single cold light source from the side, casting deep shadows on the man's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man perform the action of jerking his right arm back with a clenched fist and then thrusting it forward to slam into a wall mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do spiderweb-like cracks spread across the mirror surface upon impact, followed by an explosion of glass shards flying in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still at a level angle throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022034193389117718 + ], + "opposite_logprob_tokens": [ + -6.127203464508057 + ], + "logprob_reward": -0.0022034193389117718, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022034193389117718, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18603384494781494, + 0.130227729678154, + 0.04575197771191597, + 0.052900783717632294, + 0.07145163416862488, + 0.07319028675556183, + 0.20158416032791138, + 0.020508011803030968, + 0.11407911032438278, + 0.1042724996805191 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.0022034193389117718 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a young man wearing a dark gray hooded sweatshirt with the hood pulled low?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by a single cold light source from the side, casting deep shadows on the man's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man perform the action of jerking his right arm back with a clenched fist and then thrusting it forward to slam into a wall mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do spiderweb-like cracks spread across the mirror surface upon impact, followed by an explosion of glass shards flying in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still at a level angle throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00038628268521279097 + ], + "opposite_logprob_tokens": [ + -7.8753862380981445 + ], + "logprob_reward": -0.00038628268521279097, + "yes_no_margin_reward": 7.875, + "token_credit_reward": -0.00038628268521279097, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23497633635997772, + 0.07888054102659225, + 0.04215342923998833, + 0.05211615934967995, + 0.03902827203273773, + 0.031855255365371704, + 0.11595991998910904, + 0.043821100145578384, + 0.09673157334327698, + 0.2644774317741394 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.00038628268521279097 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a young man wearing a dark gray hooded sweatshirt with the hood pulled low?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by a single cold light source from the side, casting deep shadows on the man's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man perform the action of jerking his right arm back with a clenched fist and then thrusting it forward to slam into a wall mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do spiderweb-like cracks spread across the mirror surface upon impact, followed by an explosion of glass shards flying in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still at a level angle throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10029403865337372 + ], + "opposite_logprob_tokens": [ + -2.3502941131591797 + ], + "logprob_reward": -0.10029403865337372, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10029403865337372, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12601441144943237, + 0.12140031903982162, + 0.05698374658823013, + 0.05106750875711441, + 0.04175154119729996, + 0.05620543658733368, + 0.13126611709594727, + 0.04922740161418915, + 0.15147913992404938, + 0.21460439264774323 + ], + "top_frames": [ + 9, + 8, + 6 + ], + "selected_reward": -0.10029403865337372 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium close-up shot from a level angle, the camera held still, captures with striking force a young man in a dark gray hooded sweatshirt standing in a dimly lit room. The sole cold light, coming from the side, casts deep shadows across his face, tightened with anger, illuminating the wall mirror before him, which reflects his own face, twisted and distorted with rage. The hood of his sweatshirt is pulled low, nearly obscuring his eyes, revealing only his furrowed brow and pursed lips. He jerks his right arm back, his clenched fist veins bulging and knuckles whitening from the exertion. Then, with a swift and decisive movement imbued with devastating force, he thrusts his fist forward, slamming it into the cold mirror. At the moment of impact, spiderweb-like cracks spread across the entire surface of the mirror before violently exploding. Countless shimmering glass shards fly explosively in all directions, tracing sharp paths through the air as if time has slowed down. His fist penetrates the center of the mirror and comes to rest in the jagged hole. The entire scene is filled with primal rage and a heart-pounding destructive catharsis, creating an atmosphere of extreme tension and despair.", + "seed": 11488, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_11/index_4418_seed_11488_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0247884304379113, + "vlm_logprob": -0.0247884304379113, + "vlm_yes_no_margin": 4.5, + "vlm_token_credit": -0.0247884304379113, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a young man wearing a dark gray hooded sweatshirt with the hood pulled low?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by a single cold light source from the side, casting deep shadows on the man's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man perform the action of jerking his right arm back with a clenched fist and then thrusting it forward to slam into a wall mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do spiderweb-like cracks spread across the mirror surface upon impact, followed by an explosion of glass shards flying in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still at a level angle throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009822133928537369 + ], + "opposite_logprob_tokens": [ + -4.759822368621826 + ], + "logprob_reward": -0.009822133928537369, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.009822133928537369, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19753143191337585, + 0.12772895395755768, + 0.03915777802467346, + 0.1107802763581276, + 0.08044542372226715, + 0.06802801787853241, + 0.23485714197158813, + 0.06499552726745605, + 0.02983798272907734, + 0.04663741961121559 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.009822133928537369 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a young man wearing a dark gray hooded sweatshirt with the hood pulled low?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by a single cold light source from the side, casting deep shadows on the man's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man perform the action of jerking his right arm back with a clenched fist and then thrusting it forward to slam into a wall mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do spiderweb-like cracks spread across the mirror surface upon impact, followed by an explosion of glass shards flying in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still at a level angle throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048676807433366776 + ], + "opposite_logprob_tokens": [ + -3.0486767292022705 + ], + "logprob_reward": -0.048676807433366776, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048676807433366776, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5760139226913452, + 0.06547955423593521, + 0.03708171099424362, + 0.09477517008781433, + 0.06892568618059158, + 0.035492438822984695, + 0.040770746767520905, + 0.03944862261414528, + 0.015933239832520485, + 0.026078928261995316 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.048676807433366776 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a young man wearing a dark gray hooded sweatshirt with the hood pulled low?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by a single cold light source from the side, casting deep shadows on the man's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man perform the action of jerking his right arm back with a clenched fist and then thrusting it forward to slam into a wall mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do spiderweb-like cracks spread across the mirror surface upon impact, followed by an explosion of glass shards flying in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still at a level angle throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009786602109670639 + ], + "opposite_logprob_tokens": [ + -4.634786605834961 + ], + "logprob_reward": -0.009786602109670639, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009786602109670639, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17777812480926514, + 0.02919439785182476, + 0.22916018962860107, + 0.0473664253950119, + 0.05940854921936989, + 0.0854606181383133, + 0.0645233690738678, + 0.07967039197683334, + 0.06916294991970062, + 0.15827499330043793 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.009786602109670639 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a young man wearing a dark gray hooded sweatshirt with the hood pulled low?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by a single cold light source from the side, casting deep shadows on the man's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man perform the action of jerking his right arm back with a clenched fist and then thrusting it forward to slam into a wall mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do spiderweb-like cracks spread across the mirror surface upon impact, followed by an explosion of glass shards flying in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still at a level angle throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0007161913090385497 + ], + "opposite_logprob_tokens": [ + -7.250716209411621 + ], + "logprob_reward": -0.0007161913090385497, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.0007161913090385497, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23955757915973663, + 0.04009011387825012, + 0.03934267535805702, + 0.06802032142877579, + 0.06314942240715027, + 0.07155591249465942, + 0.0741364061832428, + 0.11510585248470306, + 0.14699184894561768, + 0.14204983413219452 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.0007161913090385497 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a young man wearing a dark gray hooded sweatshirt with the hood pulled low?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by a single cold light source from the side, casting deep shadows on the man's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man perform the action of jerking his right arm back with a clenched fist and then thrusting it forward to slam into a wall mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do spiderweb-like cracks spread across the mirror surface upon impact, followed by an explosion of glass shards flying in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still at a level angle throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054940417408943176 + ], + "opposite_logprob_tokens": [ + -2.9299404621124268 + ], + "logprob_reward": -0.054940417408943176, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054940417408943176, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13377706706523895, + 0.20935644209384918, + 0.14575375616550446, + 0.022140128538012505, + 0.19645284116268158, + 0.04951797425746918, + 0.07814913243055344, + 0.024263473227620125, + 0.05832630768418312, + 0.08226294070482254 + ], + "top_frames": [ + 1, + 4, + 2 + ], + "selected_reward": -0.054940417408943176 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium close-up shot from a level angle, the camera held still, captures with striking force a young man in a dark gray hooded sweatshirt standing in a dimly lit room. The sole cold light, coming from the side, casts deep shadows across his face, tightened with anger, illuminating the wall mirror before him, which reflects his own face, twisted and distorted with rage. The hood of his sweatshirt is pulled low, nearly obscuring his eyes, revealing only his furrowed brow and pursed lips. He jerks his right arm back, his clenched fist veins bulging and knuckles whitening from the exertion. Then, with a swift and decisive movement imbued with devastating force, he thrusts his fist forward, slamming it into the cold mirror. At the moment of impact, spiderweb-like cracks spread across the entire surface of the mirror before violently exploding. Countless shimmering glass shards fly explosively in all directions, tracing sharp paths through the air as if time has slowed down. His fist penetrates the center of the mirror and comes to rest in the jagged hole. The entire scene is filled with primal rage and a heart-pounding destructive catharsis, creating an atmosphere of extreme tension and despair.", + "seed": 11489, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_11/index_4418_seed_11489_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.08792346609989181, + "vlm_logprob": -0.08792346609989181, + "vlm_yes_no_margin": 4.200000011920929, + "vlm_token_credit": -0.08792346609989181, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a young man wearing a dark gray hooded sweatshirt with the hood pulled low?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by a single cold light source from the side, casting deep shadows on the man's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man perform the action of jerking his right arm back with a clenched fist and then thrusting it forward to slam into a wall mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do spiderweb-like cracks spread across the mirror surface upon impact, followed by an explosion of glass shards flying in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still at a level angle throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012792076915502548 + ], + "opposite_logprob_tokens": [ + -4.512792110443115 + ], + "logprob_reward": -0.012792076915502548, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.012792076915502548, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05920169875025749, + 0.572792112827301, + 0.015328336507081985, + 0.04276363551616669, + 0.05750413239002228, + 0.05144413188099861, + 0.08003145456314087, + 0.06796333938837051, + 0.04150285944342613, + 0.011468322947621346 + ], + "top_frames": [ + 1, + 6, + 7 + ], + "selected_reward": -0.012792076915502548 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a young man wearing a dark gray hooded sweatshirt with the hood pulled low?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by a single cold light source from the side, casting deep shadows on the man's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man perform the action of jerking his right arm back with a clenched fist and then thrusting it forward to slam into a wall mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do spiderweb-like cracks spread across the mirror surface upon impact, followed by an explosion of glass shards flying in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still at a level angle throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033722881227731705 + ], + "opposite_logprob_tokens": [ + -3.4087228775024414 + ], + "logprob_reward": -0.033722881227731705, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033722881227731705, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14729711413383484, + 0.3546018898487091, + 0.07305887341499329, + 0.03649905323982239, + 0.12724709510803223, + 0.040479570627212524, + 0.03874365985393524, + 0.12180612981319427, + 0.018041951581835747, + 0.0422246940433979 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.033722881227731705 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a young man wearing a dark gray hooded sweatshirt with the hood pulled low?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by a single cold light source from the side, casting deep shadows on the man's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man perform the action of jerking his right arm back with a clenched fist and then thrusting it forward to slam into a wall mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do spiderweb-like cracks spread across the mirror surface upon impact, followed by an explosion of glass shards flying in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still at a level angle throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052552176639437675 + ], + "opposite_logprob_tokens": [ + -5.255255222320557 + ], + "logprob_reward": -0.0052552176639437675, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052552176639437675, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.056308332830667496, + 0.07186926901340485, + 0.03195136785507202, + 0.046727489680051804, + 0.5096986889839172, + 0.03634606674313545, + 0.04994684457778931, + 0.11159641295671463, + 0.056582625955343246, + 0.02897288277745247 + ], + "top_frames": [ + 4, + 7, + 1 + ], + "selected_reward": -0.0052552176639437675 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a young man wearing a dark gray hooded sweatshirt with the hood pulled low?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by a single cold light source from the side, casting deep shadows on the man's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man perform the action of jerking his right arm back with a clenched fist and then thrusting it forward to slam into a wall mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do spiderweb-like cracks spread across the mirror surface upon impact, followed by an explosion of glass shards flying in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still at a level angle throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008104139124043286 + ], + "opposite_logprob_tokens": [ + -7.125810623168945 + ], + "logprob_reward": -0.0008104139124043286, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008104139124043286, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10387285053730011, + 0.15668335556983948, + 0.038171205669641495, + 0.058810003101825714, + 0.2355908751487732, + 0.06887847930192947, + 0.03914744779467583, + 0.10954534262418747, + 0.08215368539094925, + 0.10714677721261978 + ], + "top_frames": [ + 4, + 1, + 7 + ], + "selected_reward": -0.0008104139124043286 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a young man wearing a dark gray hooded sweatshirt with the hood pulled low?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by a single cold light source from the side, casting deep shadows on the man's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man perform the action of jerking his right arm back with a clenched fist and then thrusting it forward to slam into a wall mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do spiderweb-like cracks spread across the mirror surface upon impact, followed by an explosion of glass shards flying in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still at a level angle throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3870367407798767 + ], + "opposite_logprob_tokens": [ + -1.1370368003845215 + ], + "logprob_reward": -0.3870367407798767, + "yes_no_margin_reward": 0.7500000596046448, + "token_credit_reward": -0.3870367407798767, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03832137584686279, + 0.23187287151813507, + 0.02685849368572235, + 0.09363271296024323, + 0.14897172152996063, + 0.0466524101793766, + 0.05386365205049515, + 0.3160930573940277, + 0.026813901960849762, + 0.016919855028390884 + ], + "top_frames": [ + 7, + 1, + 4 + ], + "selected_reward": -0.3870367407798767 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_12/index_tensor([1273, 1273])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_12/index_tensor([1273, 1273])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..fffd6411659f426917a8941144480ac4bac8c3d9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_12/index_tensor([1273, 1273])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a high-contrast black-and-white image, an extreme close-up slowly tilts downward, tracking a pearl that has just escaped from a broken necklace string. Illuminated by a single, intense sidelight, the pearl's surface reveals a rich gradation of colors, from bright silver to dark gray, shimmering with a warm sheen. It slowly tumbles down, finally landing on a dark, finely textured velvet fabric, its forward motion steady and graceful. The shot instantly shifts to an extreme macro perspective, the camera remaining still, focused on the resting pearl. Reflected on its mirror-like surface is a fragment of a woman's face—a wide-open eye, its outline strikingly sharp in the black and white, with a single, glistening tear seemingly lingering in its corner. The entire image, imbued with exquisite detail, exudes a tranquil atmosphere of loss and heartbreak.", + "seed": 12255, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_12/index_1273_seed_12255_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0913348451256752, + "vlm_logprob": -0.0913348451256752, + "vlm_yes_no_margin": 2.9, + "vlm_token_credit": -0.0913348451256752, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in a high-contrast black-and-white style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with an extreme close-up of a pearl that has escaped from a broken necklace string?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pearl slowly tumble down and land on a dark, finely textured velvet fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a reflection of a woman's face with a wide-open eye and a glistening tear on the pearl's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start by tilting downward to track the pearl and then shift to a still extreme macro perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015006743371486664 + ], + "opposite_logprob_tokens": [ + -5.2650065422058105 + ], + "logprob_reward": -0.015006743371486664, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.015006743371486664, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13996395468711853, + 0.0689195916056633, + 0.1464562565088272, + 0.1338147222995758, + 0.23103561997413635, + 0.06560152024030685, + 0.07404716312885284, + 0.03498942032456398, + 0.023737169802188873, + 0.08143461495637894 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.015006743371486664 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in a high-contrast black-and-white style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with an extreme close-up of a pearl that has escaped from a broken necklace string?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pearl slowly tumble down and land on a dark, finely textured velvet fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a reflection of a woman's face with a wide-open eye and a glistening tear on the pearl's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start by tilting downward to track the pearl and then shift to a still extreme macro perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294171959161758 + ], + "opposite_logprob_tokens": [ + -2.2379417419433594 + ], + "logprob_reward": -0.11294171959161758, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294171959161758, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3664007782936096, + 0.05134953558444977, + 0.11645231395959854, + 0.0988866314291954, + 0.0427091084420681, + 0.039068553596735, + 0.05787831172347069, + 0.08010420948266983, + 0.0426536500453949, + 0.10449685901403427 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.11294171959161758 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in a high-contrast black-and-white style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with an extreme close-up of a pearl that has escaped from a broken necklace string?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pearl slowly tumble down and land on a dark, finely textured velvet fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a reflection of a woman's face with a wide-open eye and a glistening tear on the pearl's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start by tilting downward to track the pearl and then shift to a still extreme macro perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038099825382232666 + ], + "opposite_logprob_tokens": [ + -3.288099765777588 + ], + "logprob_reward": -0.038099825382232666, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038099825382232666, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14353783428668976, + 0.05074845626950264, + 0.051552705466747284, + 0.2828547954559326, + 0.1826535016298294, + 0.0439998134970665, + 0.11470216512680054, + 0.07769951224327087, + 0.023988928645849228, + 0.028262339532375336 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.038099825382232666 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in a high-contrast black-and-white style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with an extreme close-up of a pearl that has escaped from a broken necklace string?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pearl slowly tumble down and land on a dark, finely textured velvet fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a reflection of a woman's face with a wide-open eye and a glistening tear on the pearl's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start by tilting downward to track the pearl and then shift to a still extreme macro perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20160414278507233 + ], + "opposite_logprob_tokens": [ + -1.7016041278839111 + ], + "logprob_reward": -0.20160414278507233, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20160414278507233, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5303592681884766, + 0.019903216511011124, + 0.06180606409907341, + 0.13348212838172913, + 0.03451341390609741, + 0.03845851123332977, + 0.019723692908883095, + 0.01831960678100586, + 0.06502179056406021, + 0.07841227948665619 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.20160414278507233 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in a high-contrast black-and-white style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with an extreme close-up of a pearl that has escaped from a broken necklace string?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pearl slowly tumble down and land on a dark, finely textured velvet fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a reflection of a woman's face with a wide-open eye and a glistening tear on the pearl's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start by tilting downward to track the pearl and then shift to a still extreme macro perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08902179449796677 + ], + "opposite_logprob_tokens": [ + -2.464021682739258 + ], + "logprob_reward": -0.08902179449796677, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08902179449796677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1284787654876709, + 0.03879357501864433, + 0.13963520526885986, + 0.06647046655416489, + 0.07908158749341965, + 0.10782388597726822, + 0.14876636862754822, + 0.21830984950065613, + 0.04103707894682884, + 0.03160325065255165 + ], + "top_frames": [ + 7, + 6, + 2 + ], + "selected_reward": -0.08902179449796677 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a high-contrast black-and-white image, an extreme close-up slowly tilts downward, tracking a pearl that has just escaped from a broken necklace string. Illuminated by a single, intense sidelight, the pearl's surface reveals a rich gradation of colors, from bright silver to dark gray, shimmering with a warm sheen. It slowly tumbles down, finally landing on a dark, finely textured velvet fabric, its forward motion steady and graceful. The shot instantly shifts to an extreme macro perspective, the camera remaining still, focused on the resting pearl. Reflected on its mirror-like surface is a fragment of a woman's face—a wide-open eye, its outline strikingly sharp in the black and white, with a single, glistening tear seemingly lingering in its corner. The entire image, imbued with exquisite detail, exudes a tranquil atmosphere of loss and heartbreak.", + "seed": 12256, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_12/index_1273_seed_12256_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05351935029029846, + "vlm_logprob": -0.05351935029029846, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.05351935029029846, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in a high-contrast black-and-white style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with an extreme close-up of a pearl that has escaped from a broken necklace string?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pearl slowly tumble down and land on a dark, finely textured velvet fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a reflection of a woman's face with a wide-open eye and a glistening tear on the pearl's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start by tilting downward to track the pearl and then shift to a still extreme macro perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018660351634025574 + ], + "opposite_logprob_tokens": [ + -4.893660545349121 + ], + "logprob_reward": -0.018660351634025574, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.018660351634025574, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04913078993558884, + 0.024829043075442314, + 0.1885392963886261, + 0.0508769191801548, + 0.2511962652206421, + 0.18694838881492615, + 0.01101889181882143, + 0.02286943979561329, + 0.19372455775737762, + 0.020866483449935913 + ], + "top_frames": [ + 4, + 8, + 2 + ], + "selected_reward": -0.018660351634025574 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in a high-contrast black-and-white style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with an extreme close-up of a pearl that has escaped from a broken necklace string?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pearl slowly tumble down and land on a dark, finely textured velvet fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a reflection of a woman's face with a wide-open eye and a glistening tear on the pearl's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start by tilting downward to track the pearl and then shift to a still extreme macro perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890323743224144 + ], + "opposite_logprob_tokens": [ + -2.4640324115753174 + ], + "logprob_reward": -0.0890323743224144, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890323743224144, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03561986982822418, + 0.042637456208467484, + 0.06267423182725906, + 0.08399392664432526, + 0.029616765677928925, + 0.039830226451158524, + 0.03477239981293678, + 0.015599111095070839, + 0.6225341558456421, + 0.032721783965826035 + ], + "top_frames": [ + 8, + 3, + 2 + ], + "selected_reward": -0.0890323743224144 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in a high-contrast black-and-white style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with an extreme close-up of a pearl that has escaped from a broken necklace string?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pearl slowly tumble down and land on a dark, finely textured velvet fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a reflection of a woman's face with a wide-open eye and a glistening tear on the pearl's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start by tilting downward to track the pearl and then shift to a still extreme macro perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020584993064403534 + ], + "opposite_logprob_tokens": [ + -3.895585060119629 + ], + "logprob_reward": -0.020584993064403534, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020584993064403534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03492121025919914, + 0.05482398718595505, + 0.22782334685325623, + 0.0668943002820015, + 0.039662450551986694, + 0.12705500423908234, + 0.14963261783123016, + 0.010948396287858486, + 0.27652686834335327, + 0.01171185728162527 + ], + "top_frames": [ + 8, + 2, + 6 + ], + "selected_reward": -0.020584993064403534 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in a high-contrast black-and-white style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with an extreme close-up of a pearl that has escaped from a broken necklace string?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pearl slowly tumble down and land on a dark, finely textured velvet fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a reflection of a woman's face with a wide-open eye and a glistening tear on the pearl's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start by tilting downward to track the pearl and then shift to a still extreme macro perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1129763200879097 + ], + "opposite_logprob_tokens": [ + -2.237976312637329 + ], + "logprob_reward": -0.1129763200879097, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1129763200879097, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.010856209322810173, + 0.01063455268740654, + 0.05713880807161331, + 0.021931633353233337, + 0.039913710206747055, + 0.31010714173316956, + 0.01302839070558548, + 0.016154294833540916, + 0.5142229795455933, + 0.00601230887696147 + ], + "top_frames": [ + 8, + 5, + 2 + ], + "selected_reward": -0.1129763200879097 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in a high-contrast black-and-white style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with an extreme close-up of a pearl that has escaped from a broken necklace string?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pearl slowly tumble down and land on a dark, finely textured velvet fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a reflection of a woman's face with a wide-open eye and a glistening tear on the pearl's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start by tilting downward to track the pearl and then shift to a still extreme macro perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026342712342739105 + ], + "opposite_logprob_tokens": [ + -3.6513426303863525 + ], + "logprob_reward": -0.026342712342739105, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026342712342739105, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.021654868498444557, + 0.03149387240409851, + 0.13792599737644196, + 0.0947297066450119, + 0.030620327219367027, + 0.2714925706386566, + 0.051097869873046875, + 0.0335756354033947, + 0.2967858910560608, + 0.03062322363257408 + ], + "top_frames": [ + 8, + 5, + 2 + ], + "selected_reward": -0.026342712342739105 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a high-contrast black-and-white image, an extreme close-up slowly tilts downward, tracking a pearl that has just escaped from a broken necklace string. Illuminated by a single, intense sidelight, the pearl's surface reveals a rich gradation of colors, from bright silver to dark gray, shimmering with a warm sheen. It slowly tumbles down, finally landing on a dark, finely textured velvet fabric, its forward motion steady and graceful. The shot instantly shifts to an extreme macro perspective, the camera remaining still, focused on the resting pearl. Reflected on its mirror-like surface is a fragment of a woman's face—a wide-open eye, its outline strikingly sharp in the black and white, with a single, glistening tear seemingly lingering in its corner. The entire image, imbued with exquisite detail, exudes a tranquil atmosphere of loss and heartbreak.", + "seed": 12257, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_12/index_1273_seed_12257_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.11251307427883148, + "vlm_logprob": -0.11251307427883148, + "vlm_yes_no_margin": 2.399999976158142, + "vlm_token_credit": -0.11251307427883148, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in a high-contrast black-and-white style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with an extreme close-up of a pearl that has escaped from a broken necklace string?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pearl slowly tumble down and land on a dark, finely textured velvet fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a reflection of a woman's face with a wide-open eye and a glistening tear on the pearl's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start by tilting downward to track the pearl and then shift to a still extreme macro perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12478829175233841 + ], + "opposite_logprob_tokens": [ + -2.374788284301758 + ], + "logprob_reward": -0.12478829175233841, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.12478829175233841, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5894937515258789, + 0.2048572450876236, + 0.04741121083498001, + 0.05243251100182533, + 0.03644750639796257, + 0.029237693175673485, + 0.00918980035930872, + 0.012427161447703838, + 0.009704199619591236, + 0.008798948489129543 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.12478829175233841 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in a high-contrast black-and-white style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with an extreme close-up of a pearl that has escaped from a broken necklace string?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pearl slowly tumble down and land on a dark, finely textured velvet fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a reflection of a woman's face with a wide-open eye and a glistening tear on the pearl's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start by tilting downward to track the pearl and then shift to a still extreme macro perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14283621311187744 + ], + "opposite_logprob_tokens": [ + -2.017836093902588 + ], + "logprob_reward": -0.14283621311187744, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14283621311187744, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7866434454917908, + 0.05041469261050224, + 0.0348241813480854, + 0.03338877484202385, + 0.025416500866413116, + 0.03336792439222336, + 0.007683539763092995, + 0.008364425972104073, + 0.013313488103449345, + 0.006583048030734062 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.14283621311187744 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in a high-contrast black-and-white style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with an extreme close-up of a pearl that has escaped from a broken necklace string?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pearl slowly tumble down and land on a dark, finely textured velvet fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a reflection of a woman's face with a wide-open eye and a glistening tear on the pearl's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start by tilting downward to track the pearl and then shift to a still extreme macro perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023306824266910553 + ], + "opposite_logprob_tokens": [ + -3.7733068466186523 + ], + "logprob_reward": -0.023306824266910553, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023306824266910553, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4809607267379761, + 0.07981577515602112, + 0.11106031388044357, + 0.1240992620587349, + 0.07732661813497543, + 0.053407326340675354, + 0.014173648320138454, + 0.011043543927371502, + 0.018924061208963394, + 0.029188623651862144 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.023306824266910553 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in a high-contrast black-and-white style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with an extreme close-up of a pearl that has escaped from a broken necklace string?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pearl slowly tumble down and land on a dark, finely textured velvet fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a reflection of a woman's face with a wide-open eye and a glistening tear on the pearl's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start by tilting downward to track the pearl and then shift to a still extreme macro perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20161867141723633 + ], + "opposite_logprob_tokens": [ + -1.7016186714172363 + ], + "logprob_reward": -0.20161867141723633, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20161867141723633, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34435686469078064, + 0.16664184629917145, + 0.10462600737810135, + 0.08561405539512634, + 0.05580669268965721, + 0.05313178151845932, + 0.042937494814395905, + 0.05188656970858574, + 0.06633942574262619, + 0.028659336268901825 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.20161867141723633 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in a high-contrast black-and-white style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with an extreme close-up of a pearl that has escaped from a broken necklace string?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pearl slowly tumble down and land on a dark, finely textured velvet fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a reflection of a woman's face with a wide-open eye and a glistening tear on the pearl's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start by tilting downward to track the pearl and then shift to a still extreme macro perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001537084579468 + ], + "opposite_logprob_tokens": [ + -2.6950154304504395 + ], + "logprob_reward": -0.07001537084579468, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001537084579468, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4881538450717926, + 0.09293381124734879, + 0.10969271510839462, + 0.08892811834812164, + 0.08814764767885208, + 0.06107001006603241, + 0.016653861850500107, + 0.017073187977075577, + 0.015848835930228233, + 0.02149800956249237 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.07001537084579468 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a high-contrast black-and-white image, an extreme close-up slowly tilts downward, tracking a pearl that has just escaped from a broken necklace string. Illuminated by a single, intense sidelight, the pearl's surface reveals a rich gradation of colors, from bright silver to dark gray, shimmering with a warm sheen. It slowly tumbles down, finally landing on a dark, finely textured velvet fabric, its forward motion steady and graceful. The shot instantly shifts to an extreme macro perspective, the camera remaining still, focused on the resting pearl. Reflected on its mirror-like surface is a fragment of a woman's face—a wide-open eye, its outline strikingly sharp in the black and white, with a single, glistening tear seemingly lingering in its corner. The entire image, imbued with exquisite detail, exudes a tranquil atmosphere of loss and heartbreak.", + "seed": 12258, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_12/index_1273_seed_12258_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0470646919682622, + "vlm_logprob": -0.0470646919682622, + "vlm_yes_no_margin": 3.6249999523162844, + "vlm_token_credit": -0.0470646919682622, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in a high-contrast black-and-white style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with an extreme close-up of a pearl that has escaped from a broken necklace string?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pearl slowly tumble down and land on a dark, finely textured velvet fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a reflection of a woman's face with a wide-open eye and a glistening tear on the pearl's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start by tilting downward to track the pearl and then shift to a still extreme macro perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020649921149015427 + ], + "opposite_logprob_tokens": [ + -4.1456499099731445 + ], + "logprob_reward": -0.020649921149015427, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.020649921149015427, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08361276984214783, + 0.03397207334637642, + 0.08989013731479645, + 0.03774510324001312, + 0.3714662790298462, + 0.15391775965690613, + 0.03784468024969101, + 0.02569524385035038, + 0.01264199148863554, + 0.1532139927148819 + ], + "top_frames": [ + 4, + 5, + 9 + ], + "selected_reward": -0.020649921149015427 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in a high-contrast black-and-white style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with an extreme close-up of a pearl that has escaped from a broken necklace string?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pearl slowly tumble down and land on a dark, finely textured velvet fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a reflection of a woman's face with a wide-open eye and a glistening tear on the pearl's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start by tilting downward to track the pearl and then shift to a still extreme macro perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1603582501411438 + ], + "opposite_logprob_tokens": [ + -1.910358190536499 + ], + "logprob_reward": -0.1603582501411438, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1603582501411438, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12058418244123459, + 0.09213612228631973, + 0.13207858800888062, + 0.11484715342521667, + 0.39210498332977295, + 0.029330071061849594, + 0.027056869119405746, + 0.02634214237332344, + 0.034090835601091385, + 0.03142901137471199 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.1603582501411438 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in a high-contrast black-and-white style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with an extreme close-up of a pearl that has escaped from a broken necklace string?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pearl slowly tumble down and land on a dark, finely textured velvet fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a reflection of a woman's face with a wide-open eye and a glistening tear on the pearl's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start by tilting downward to track the pearl and then shift to a still extreme macro perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026348518207669258 + ], + "opposite_logprob_tokens": [ + -3.65134859085083 + ], + "logprob_reward": -0.026348518207669258, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026348518207669258, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06243530660867691, + 0.044036876410245895, + 0.09485853463411331, + 0.05660729855298996, + 0.41412875056266785, + 0.0767340287566185, + 0.048918839544057846, + 0.01965119130909443, + 0.011209397576749325, + 0.17141972482204437 + ], + "top_frames": [ + 4, + 9, + 2 + ], + "selected_reward": -0.026348518207669258 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in a high-contrast black-and-white style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with an extreme close-up of a pearl that has escaped from a broken necklace string?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pearl slowly tumble down and land on a dark, finely textured velvet fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a reflection of a woman's face with a wide-open eye and a glistening tear on the pearl's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start by tilting downward to track the pearl and then shift to a still extreme macro perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978719163686037 + ], + "opposite_logprob_tokens": [ + -4.634787082672119 + ], + "logprob_reward": -0.00978719163686037, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978719163686037, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06706470251083374, + 0.07712511718273163, + 0.28046542406082153, + 0.3134126663208008, + 0.1267046332359314, + 0.0411340668797493, + 0.02539929747581482, + 0.024015868082642555, + 0.01815088279545307, + 0.02652742899954319 + ], + "top_frames": [ + 3, + 2, + 4 + ], + "selected_reward": -0.00978719163686037 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in a high-contrast black-and-white style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with an extreme close-up of a pearl that has escaped from a broken necklace string?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pearl slowly tumble down and land on a dark, finely textured velvet fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a reflection of a woman's face with a wide-open eye and a glistening tear on the pearl's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start by tilting downward to track the pearl and then shift to a still extreme macro perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018179578706622124 + ], + "opposite_logprob_tokens": [ + -4.018179416656494 + ], + "logprob_reward": -0.018179578706622124, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018179578706622124, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09181737154722214, + 0.04582230746746063, + 0.11366550624370575, + 0.05032800883054733, + 0.1617049127817154, + 0.05411706119775772, + 0.07639150321483612, + 0.06848350912332535, + 0.07107772678136826, + 0.2665921449661255 + ], + "top_frames": [ + 9, + 4, + 2 + ], + "selected_reward": -0.018179578706622124 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_13/index_tensor([8849, 8849])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_13/index_tensor([8849, 8849])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..78a28f650c80783f70620797c9f76f33be2b2964 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_13/index_tensor([8849, 8849])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up static shot, filmed from a slightly elevated angle, focuses on a polished stainless steel dessert spoon as it steadily and deliberately moves toward a vibrant ruby-red gelatin dessert. Made of delicate grooves, the dessert rests on a pristine white ceramic plate, its surface shimmering and shimmering against a softly blurred background, almost liquid-like. As the spoon's tip gently nudged the sides of the teetering structure, mesmerizing ripples course through its entire translucent body, causing the dessert to subtly wriggle and sway. Soft, directed light from an unseen source filters through the scene, casting gentle, shifting shadows that cause the gelatin to glow from within, its shimmering surface shimmering with subtle movement, creating a tranquil and captivating atmosphere focused on texture and light.", + "seed": 24972, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_13/index_8849_seed_24972_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.01672610710375011, + "vlm_logprob": -0.01672610710375011, + "vlm_yes_no_margin": 4.65, + "vlm_token_credit": -0.01672610710375011, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a polished stainless steel dessert spoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly elevated and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spoon move steadily and deliberately toward a vibrant ruby-red gelatin dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the gelatin dessert rest on a pristine white ceramic plate with a softly blurred background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the spoon's tip gently nudge the dessert, causing ripples and a swaying motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02230217680335045 + ], + "opposite_logprob_tokens": [ + -4.022302150726318 + ], + "logprob_reward": -0.02230217680335045, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.02230217680335045, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16739878058433533, + 0.06458485871553421, + 0.12559033930301666, + 0.08337762206792831, + 0.10703712701797485, + 0.0405019149184227, + 0.09000274538993835, + 0.06543910503387451, + 0.10760314017534256, + 0.14846442639827728 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.02230217680335045 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a polished stainless steel dessert spoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly elevated and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spoon move steadily and deliberately toward a vibrant ruby-red gelatin dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the gelatin dessert rest on a pristine white ceramic plate with a softly blurred background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the spoon's tip gently nudge the dessert, causing ripples and a swaying motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812197223305702 + ], + "opposite_logprob_tokens": [ + -3.2881219387054443 + ], + "logprob_reward": -0.03812197223305702, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812197223305702, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18416616320610046, + 0.09760572016239166, + 0.04570956528186798, + 0.08268847316503525, + 0.08215156942605972, + 0.062314487993717194, + 0.0950222760438919, + 0.08150875568389893, + 0.1324308216571808, + 0.1364022195339203 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.03812197223305702 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a polished stainless steel dessert spoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly elevated and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spoon move steadily and deliberately toward a vibrant ruby-red gelatin dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the gelatin dessert rest on a pristine white ceramic plate with a softly blurred background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the spoon's tip gently nudge the dessert, causing ripples and a swaying motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005954384338110685 + ], + "opposite_logprob_tokens": [ + -5.130954265594482 + ], + "logprob_reward": -0.005954384338110685, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005954384338110685, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09565430134534836, + 0.044988758862018585, + 0.05562480166554451, + 0.14098046720027924, + 0.09754003584384918, + 0.021797798573970795, + 0.08215615898370743, + 0.052854716777801514, + 0.1550273448228836, + 0.2533755600452423 + ], + "top_frames": [ + 9, + 8, + 3 + ], + "selected_reward": -0.005954384338110685 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a polished stainless steel dessert spoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly elevated and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spoon move steadily and deliberately toward a vibrant ruby-red gelatin dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the gelatin dessert rest on a pristine white ceramic plate with a softly blurred background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the spoon's tip gently nudge the dessert, causing ripples and a swaying motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011830481234937906 + ], + "opposite_logprob_tokens": [ + -6.751183032989502 + ], + "logprob_reward": -0.0011830481234937906, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011830481234937906, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1790548413991928, + 0.04290148243308067, + 0.0846601128578186, + 0.02824055589735508, + 0.04015529528260231, + 0.1103067696094513, + 0.13405941426753998, + 0.04946868121623993, + 0.07138791680335999, + 0.25976496934890747 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.0011830481234937906 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a polished stainless steel dessert spoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly elevated and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spoon move steadily and deliberately toward a vibrant ruby-red gelatin dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the gelatin dessert rest on a pristine white ceramic plate with a softly blurred background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the spoon's tip gently nudge the dessert, causing ripples and a swaying motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0160689540207386 + ], + "opposite_logprob_tokens": [ + -4.141068935394287 + ], + "logprob_reward": -0.0160689540207386, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.0160689540207386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11880630999803543, + 0.0395040400326252, + 0.05727577954530716, + 0.0694139376282692, + 0.027488412335515022, + 0.0341038778424263, + 0.08639517426490784, + 0.06761754304170609, + 0.19174127280712128, + 0.3076537251472473 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.0160689540207386 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up static shot, filmed from a slightly elevated angle, focuses on a polished stainless steel dessert spoon as it steadily and deliberately moves toward a vibrant ruby-red gelatin dessert. Made of delicate grooves, the dessert rests on a pristine white ceramic plate, its surface shimmering and shimmering against a softly blurred background, almost liquid-like. As the spoon's tip gently nudged the sides of the teetering structure, mesmerizing ripples course through its entire translucent body, causing the dessert to subtly wriggle and sway. Soft, directed light from an unseen source filters through the scene, casting gentle, shifting shadows that cause the gelatin to glow from within, its shimmering surface shimmering with subtle movement, creating a tranquil and captivating atmosphere focused on texture and light.", + "seed": 24973, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_13/index_8849_seed_24973_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05896762888878584, + "vlm_logprob": -0.05896762888878584, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.05896762888878584, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a polished stainless steel dessert spoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly elevated and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spoon move steadily and deliberately toward a vibrant ruby-red gelatin dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the gelatin dessert rest on a pristine white ceramic plate with a softly blurred background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the spoon's tip gently nudge the dessert, causing ripples and a swaying motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.13138319551944733 + ], + "opposite_logprob_tokens": [ + -2.131383180618286 + ], + "logprob_reward": -0.13138319551944733, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.13138319551944733, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18163681030273438, + 0.1429244875907898, + 0.22325970232486725, + 0.06436465680599213, + 0.015925416722893715, + 0.05544828623533249, + 0.06892318278551102, + 0.042628154158592224, + 0.05048346891999245, + 0.1544058620929718 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.13138319551944733 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a polished stainless steel dessert spoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly elevated and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spoon move steadily and deliberately toward a vibrant ruby-red gelatin dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the gelatin dessert rest on a pristine white ceramic plate with a softly blurred background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the spoon's tip gently nudge the dessert, causing ripples and a swaying motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14284107089042664 + ], + "opposite_logprob_tokens": [ + -2.017841100692749 + ], + "logprob_reward": -0.14284107089042664, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14284107089042664, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1574207991361618, + 0.11385723948478699, + 0.1845114380121231, + 0.09678664058446884, + 0.05754895135760307, + 0.1069922000169754, + 0.0585084967315197, + 0.13304586708545685, + 0.039240311831235886, + 0.052088040858507156 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.14284107089042664 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a polished stainless steel dessert spoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly elevated and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spoon move steadily and deliberately toward a vibrant ruby-red gelatin dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the gelatin dessert rest on a pristine white ceramic plate with a softly blurred background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the spoon's tip gently nudge the dessert, causing ripples and a swaying motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010455148294568062 + ], + "opposite_logprob_tokens": [ + -6.8760457038879395 + ], + "logprob_reward": -0.0010455148294568062, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010455148294568062, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23179779946804047, + 0.09707359224557877, + 0.1494239717721939, + 0.04159444570541382, + 0.06422334164381027, + 0.0996236801147461, + 0.048006750643253326, + 0.05265961214900017, + 0.050576236099004745, + 0.16502058506011963 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.0010455148294568062 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a polished stainless steel dessert spoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly elevated and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spoon move steadily and deliberately toward a vibrant ruby-red gelatin dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the gelatin dessert rest on a pristine white ceramic plate with a softly blurred background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the spoon's tip gently nudge the dessert, causing ripples and a swaying motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009789198637008667 + ], + "opposite_logprob_tokens": [ + -4.634788990020752 + ], + "logprob_reward": -0.009789198637008667, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009789198637008667, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38375094532966614, + 0.05724037438631058, + 0.1050189808011055, + 0.057703763246536255, + 0.014893164858222008, + 0.12831678986549377, + 0.030221445485949516, + 0.06787342578172684, + 0.04151808097958565, + 0.11346302926540375 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.009789198637008667 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a polished stainless steel dessert spoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly elevated and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spoon move steadily and deliberately toward a vibrant ruby-red gelatin dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the gelatin dessert rest on a pristine white ceramic plate with a softly blurred background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the spoon's tip gently nudge the dessert, causing ripples and a swaying motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00977916456758976 + ], + "opposite_logprob_tokens": [ + -4.63477897644043 + ], + "logprob_reward": -0.00977916456758976, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00977916456758976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2624121904373169, + 0.07568962872028351, + 0.06843634694814682, + 0.04624522849917412, + 0.03182443231344223, + 0.052777308970689774, + 0.07229033857584, + 0.09011128544807434, + 0.07272446900606155, + 0.227488711476326 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.00977916456758976 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up static shot, filmed from a slightly elevated angle, focuses on a polished stainless steel dessert spoon as it steadily and deliberately moves toward a vibrant ruby-red gelatin dessert. Made of delicate grooves, the dessert rests on a pristine white ceramic plate, its surface shimmering and shimmering against a softly blurred background, almost liquid-like. As the spoon's tip gently nudged the sides of the teetering structure, mesmerizing ripples course through its entire translucent body, causing the dessert to subtly wriggle and sway. Soft, directed light from an unseen source filters through the scene, casting gentle, shifting shadows that cause the gelatin to glow from within, its shimmering surface shimmering with subtle movement, creating a tranquil and captivating atmosphere focused on texture and light.", + "seed": 24974, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_13/index_8849_seed_24974_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05654188839253038, + "vlm_logprob": -0.05654188839253038, + "vlm_yes_no_margin": 4.175, + "vlm_token_credit": -0.05654188839253038, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a polished stainless steel dessert spoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly elevated and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spoon move steadily and deliberately toward a vibrant ruby-red gelatin dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the gelatin dessert rest on a pristine white ceramic plate with a softly blurred background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the spoon's tip gently nudge the dessert, causing ripples and a swaying motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029543612152338028 + ], + "opposite_logprob_tokens": [ + -3.65454363822937 + ], + "logprob_reward": -0.029543612152338028, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.029543612152338028, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11720085889101028, + 0.0518617108464241, + 0.1722983568906784, + 0.03497359901666641, + 0.4234601855278015, + 0.06203649565577507, + 0.01911737769842148, + 0.018702266737818718, + 0.0749267041683197, + 0.025422366335988045 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.029543612152338028 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a polished stainless steel dessert spoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly elevated and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spoon move steadily and deliberately toward a vibrant ruby-red gelatin dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the gelatin dessert rest on a pristine white ceramic plate with a softly blurred background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the spoon's tip gently nudge the dessert, causing ripples and a swaying motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2255811244249344 + ], + "opposite_logprob_tokens": [ + -1.600581169128418 + ], + "logprob_reward": -0.2255811244249344, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2255811244249344, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03850310295820236, + 0.14043451845645905, + 0.07950078696012497, + 0.019996628165245056, + 0.43617701530456543, + 0.16829334199428558, + 0.021824723109602928, + 0.055819276720285416, + 0.022953130304813385, + 0.016497435048222542 + ], + "top_frames": [ + 4, + 5, + 1 + ], + "selected_reward": -0.2255811244249344 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a polished stainless steel dessert spoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly elevated and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spoon move steadily and deliberately toward a vibrant ruby-red gelatin dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the gelatin dessert rest on a pristine white ceramic plate with a softly blurred background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the spoon's tip gently nudge the dessert, causing ripples and a swaying motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059586502611637115 + ], + "opposite_logprob_tokens": [ + -5.130958557128906 + ], + "logprob_reward": -0.0059586502611637115, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059586502611637115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08398767560720444, + 0.28863486647605896, + 0.06536160409450531, + 0.03662974759936333, + 0.20235887169837952, + 0.09957806020975113, + 0.04639749228954315, + 0.03279292210936546, + 0.03137838467955589, + 0.11288043111562729 + ], + "top_frames": [ + 1, + 4, + 9 + ], + "selected_reward": -0.0059586502611637115 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a polished stainless steel dessert spoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly elevated and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spoon move steadily and deliberately toward a vibrant ruby-red gelatin dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the gelatin dessert rest on a pristine white ceramic plate with a softly blurred background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the spoon's tip gently nudge the dessert, causing ripples and a swaying motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010446811793372035 + ], + "opposite_logprob_tokens": [ + -6.876044750213623 + ], + "logprob_reward": -0.0010446811793372035, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010446811793372035, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06986477971076965, + 0.4931960701942444, + 0.14837759733200073, + 0.01494794525206089, + 0.035769984126091, + 0.0625566840171814, + 0.022600803524255753, + 0.021159382537007332, + 0.0885087177157402, + 0.04301804304122925 + ], + "top_frames": [ + 1, + 2, + 8 + ], + "selected_reward": -0.0010446811793372035 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a polished stainless steel dessert spoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly elevated and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spoon move steadily and deliberately toward a vibrant ruby-red gelatin dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the gelatin dessert rest on a pristine white ceramic plate with a softly blurred background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the spoon's tip gently nudge the dessert, causing ripples and a swaying motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020581373944878578 + ], + "opposite_logprob_tokens": [ + -3.8955814838409424 + ], + "logprob_reward": -0.020581373944878578, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020581373944878578, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07177925854921341, + 0.09584186971187592, + 0.08131283521652222, + 0.027113238349556923, + 0.07552935928106308, + 0.35343673825263977, + 0.1011175587773323, + 0.04012945294380188, + 0.08433114737272263, + 0.06940852105617523 + ], + "top_frames": [ + 5, + 6, + 1 + ], + "selected_reward": -0.020581373944878578 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up static shot, filmed from a slightly elevated angle, focuses on a polished stainless steel dessert spoon as it steadily and deliberately moves toward a vibrant ruby-red gelatin dessert. Made of delicate grooves, the dessert rests on a pristine white ceramic plate, its surface shimmering and shimmering against a softly blurred background, almost liquid-like. As the spoon's tip gently nudged the sides of the teetering structure, mesmerizing ripples course through its entire translucent body, causing the dessert to subtly wriggle and sway. Soft, directed light from an unseen source filters through the scene, casting gentle, shifting shadows that cause the gelatin to glow from within, its shimmering surface shimmering with subtle movement, creating a tranquil and captivating atmosphere focused on texture and light.", + "seed": 24975, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_13/index_8849_seed_24975_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.013104055903386324, + "vlm_logprob": -0.013104055903386324, + "vlm_yes_no_margin": 5.025, + "vlm_token_credit": -0.013104055903386324, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a polished stainless steel dessert spoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly elevated and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spoon move steadily and deliberately toward a vibrant ruby-red gelatin dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the gelatin dessert rest on a pristine white ceramic plate with a softly blurred background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the spoon's tip gently nudge the dessert, causing ripples and a swaying motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021809153258800507 + ], + "opposite_logprob_tokens": [ + -4.021809101104736 + ], + "logprob_reward": -0.021809153258800507, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.021809153258800507, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7363778948783875, + 0.058589834719896317, + 0.02515789307653904, + 0.019783835858106613, + 0.03011133335530758, + 0.007936433888971806, + 0.02272610366344452, + 0.014141208492219448, + 0.012330030091106892, + 0.0728454515337944 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.021809153258800507 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a polished stainless steel dessert spoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly elevated and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spoon move steadily and deliberately toward a vibrant ruby-red gelatin dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the gelatin dessert rest on a pristine white ceramic plate with a softly blurred background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the spoon's tip gently nudge the dessert, causing ripples and a swaying motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020602509379386902 + ], + "opposite_logprob_tokens": [ + -3.8956024646759033 + ], + "logprob_reward": -0.020602509379386902, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020602509379386902, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.161614790558815, + 0.10837475955486298, + 0.08803769946098328, + 0.1374257504940033, + 0.2294488400220871, + 0.028149524703621864, + 0.0829182043671608, + 0.03929198533296585, + 0.02516055665910244, + 0.09957786649465561 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.020602509379386902 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a polished stainless steel dessert spoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly elevated and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spoon move steadily and deliberately toward a vibrant ruby-red gelatin dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the gelatin dessert rest on a pristine white ceramic plate with a softly blurred background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the spoon's tip gently nudge the dessert, causing ripples and a swaying motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008645722642540932 + ], + "opposite_logprob_tokens": [ + -4.758645534515381 + ], + "logprob_reward": -0.008645722642540932, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008645722642540932, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5652195811271667, + 0.11105130612850189, + 0.03264542669057846, + 0.021550921723246574, + 0.1296049952507019, + 0.019061777740716934, + 0.03746531531214714, + 0.015279922634363174, + 0.006474983878433704, + 0.06164582073688507 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.008645722642540932 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a polished stainless steel dessert spoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly elevated and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spoon move steadily and deliberately toward a vibrant ruby-red gelatin dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the gelatin dessert rest on a pristine white ceramic plate with a softly blurred background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the spoon's tip gently nudge the dessert, causing ripples and a swaying motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00026794656878337264 + ], + "opposite_logprob_tokens": [ + -8.25026798248291 + ], + "logprob_reward": -0.00026794656878337264, + "yes_no_margin_reward": 8.25, + "token_credit_reward": -0.00026794656878337264, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.47606325149536133, + 0.058848027139902115, + 0.07376071065664291, + 0.11206577718257904, + 0.1184234470129013, + 0.046138156205415726, + 0.030828209593892097, + 0.020601600408554077, + 0.02867024391889572, + 0.034600649029016495 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.00026794656878337264 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a polished stainless steel dessert spoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly elevated and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spoon move steadily and deliberately toward a vibrant ruby-red gelatin dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the gelatin dessert rest on a pristine white ceramic plate with a softly blurred background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the spoon's tip gently nudge the dessert, causing ripples and a swaying motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01419494766741991 + ], + "opposite_logprob_tokens": [ + -4.264194965362549 + ], + "logprob_reward": -0.01419494766741991, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01419494766741991, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40078577399253845, + 0.18090690672397614, + 0.05264633893966675, + 0.05254308506846428, + 0.16475339233875275, + 0.0346946120262146, + 0.016265632584691048, + 0.02616973966360092, + 0.0161841232329607, + 0.05505034700036049 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.01419494766741991 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_14/index_tensor([4472, 4472])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_14/index_tensor([4472, 4472])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8b99822ac5d6c11a178daf35f445b423aad21495 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_14/index_tensor([4472, 4472])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An ultra-detailed, high-speed phantom camera-style photograph tracks smoothly with a massive, ghostly white jellyfish as it navigates the abyssal darkness of the deep sea. Maintaining an eye-level perspective with the creature, the camera moves perfectly parallel to its tranquil forward momentum. Its massive, translucent bell contracts in mesmerizing ultra-slow motion, a powerful yet graceful pulse rippling across its gelatinous surface and displacing water in visible crystalline vortices. The only light comes from the creature's own soft, internal bioluminescence, casting a milky white glow that illuminates the inky blue waters and reveals an intricate network of canals within its body. Following this beating heart, countless trailing tentacles, a mixture of delicate, ethereal strands and thicker, ribbon-like oral arms, drift behind in a complex, fluid ballet, hypnotically undulating and spiraling. The ultra-slow motion captures every tiny detail with crystal clarity – the subtle texture of the chimes, the delicate spiral dance of each tentacle, and the microscopic grains of marine snow drifting lazily by, creating a hypnotic and breathtaking visual spectacle of otherworldly beauty and profound silence.", + "seed": 6513, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_14/index_4472_seed_6513_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.01630285494029522, + "vlm_logprob": -0.01630285494029522, + "vlm_yes_no_margin": 4.7, + "vlm_token_credit": -0.01630285494029522, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, ghostly white jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the abyssal darkness of the deep sea with inky blue water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jellyfish's bell contract in ultra-slow motion with visible crystalline vortices displacing water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless trailing tentacles and oral arms visible drifting behind the jellyfish in an undulating motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera moving perfectly parallel to the jellyfish at an eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004664729814976454 + ], + "opposite_logprob_tokens": [ + -5.629664897918701 + ], + "logprob_reward": -0.004664729814976454, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.004664729814976454, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.055985644459724426, + 0.1504034847021103, + 0.0365409292280674, + 0.13653789460659027, + 0.22461867332458496, + 0.07650939375162125, + 0.06381124258041382, + 0.07458148151636124, + 0.062030136585235596, + 0.11898115277290344 + ], + "top_frames": [ + 4, + 1, + 3 + ], + "selected_reward": -0.004664729814976454 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, ghostly white jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the abyssal darkness of the deep sea with inky blue water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jellyfish's bell contract in ultra-slow motion with visible crystalline vortices displacing water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless trailing tentacles and oral arms visible drifting behind the jellyfish in an undulating motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera moving perfectly parallel to the jellyfish at an eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0041066608391702175 + ], + "opposite_logprob_tokens": [ + -5.504106521606445 + ], + "logprob_reward": -0.0041066608391702175, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0041066608391702175, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02940237894654274, + 0.16038647294044495, + 0.08480843156576157, + 0.3238683342933655, + 0.19319327175617218, + 0.029610836878418922, + 0.03156208246946335, + 0.031947966665029526, + 0.019683850929141045, + 0.09553632140159607 + ], + "top_frames": [ + 3, + 4, + 1 + ], + "selected_reward": -0.0041066608391702175 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, ghostly white jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the abyssal darkness of the deep sea with inky blue water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jellyfish's bell contract in ultra-slow motion with visible crystalline vortices displacing water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless trailing tentacles and oral arms visible drifting behind the jellyfish in an undulating motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera moving perfectly parallel to the jellyfish at an eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011084526777267456 + ], + "opposite_logprob_tokens": [ + -4.51108455657959 + ], + "logprob_reward": -0.011084526777267456, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011084526777267456, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06930404901504517, + 0.1822701096534729, + 0.09570197016000748, + 0.25706619024276733, + 0.07573923468589783, + 0.05113401263952255, + 0.040460217744112015, + 0.12854695320129395, + 0.07399033010005951, + 0.025786932557821274 + ], + "top_frames": [ + 3, + 1, + 7 + ], + "selected_reward": -0.011084526777267456 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, ghostly white jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the abyssal darkness of the deep sea with inky blue water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jellyfish's bell contract in ultra-slow motion with visible crystalline vortices displacing water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless trailing tentacles and oral arms visible drifting behind the jellyfish in an undulating motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera moving perfectly parallel to the jellyfish at an eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006734413094818592 + ], + "opposite_logprob_tokens": [ + -5.006734371185303 + ], + "logprob_reward": -0.006734413094818592, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006734413094818592, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10727278143167496, + 0.12866061925888062, + 0.03902338445186615, + 0.26058492064476013, + 0.04899122565984726, + 0.04526148736476898, + 0.1249597817659378, + 0.11705486476421356, + 0.06317747384309769, + 0.06501342356204987 + ], + "top_frames": [ + 3, + 1, + 6 + ], + "selected_reward": -0.006734413094818592 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, ghostly white jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the abyssal darkness of the deep sea with inky blue water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jellyfish's bell contract in ultra-slow motion with visible crystalline vortices displacing water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless trailing tentacles and oral arms visible drifting behind the jellyfish in an undulating motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera moving perfectly parallel to the jellyfish at an eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05492394417524338 + ], + "opposite_logprob_tokens": [ + -2.9299240112304688 + ], + "logprob_reward": -0.05492394417524338, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05492394417524338, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.068470798432827, + 0.15374299883842468, + 0.031551793217659, + 0.17350925505161285, + 0.11972609162330627, + 0.05748331546783447, + 0.07364652305841446, + 0.10762138664722443, + 0.0636279508471489, + 0.15061986446380615 + ], + "top_frames": [ + 3, + 1, + 9 + ], + "selected_reward": -0.05492394417524338 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An ultra-detailed, high-speed phantom camera-style photograph tracks smoothly with a massive, ghostly white jellyfish as it navigates the abyssal darkness of the deep sea. Maintaining an eye-level perspective with the creature, the camera moves perfectly parallel to its tranquil forward momentum. Its massive, translucent bell contracts in mesmerizing ultra-slow motion, a powerful yet graceful pulse rippling across its gelatinous surface and displacing water in visible crystalline vortices. The only light comes from the creature's own soft, internal bioluminescence, casting a milky white glow that illuminates the inky blue waters and reveals an intricate network of canals within its body. Following this beating heart, countless trailing tentacles, a mixture of delicate, ethereal strands and thicker, ribbon-like oral arms, drift behind in a complex, fluid ballet, hypnotically undulating and spiraling. The ultra-slow motion captures every tiny detail with crystal clarity – the subtle texture of the chimes, the delicate spiral dance of each tentacle, and the microscopic grains of marine snow drifting lazily by, creating a hypnotic and breathtaking visual spectacle of otherworldly beauty and profound silence.", + "seed": 6514, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_14/index_4472_seed_6514_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02016244437545538, + "vlm_logprob": -0.02016244437545538, + "vlm_yes_no_margin": 4.724999952316284, + "vlm_token_credit": -0.02016244437545538, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, ghostly white jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the abyssal darkness of the deep sea with inky blue water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jellyfish's bell contract in ultra-slow motion with visible crystalline vortices displacing water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless trailing tentacles and oral arms visible drifting behind the jellyfish in an undulating motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera moving perfectly parallel to the jellyfish at an eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006592074874788523 + ], + "opposite_logprob_tokens": [ + -5.256592273712158 + ], + "logprob_reward": -0.006592074874788523, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.006592074874788523, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13755062222480774, + 0.3770144283771515, + 0.05950825288891792, + 0.05215270444750786, + 0.07562410086393356, + 0.055538713932037354, + 0.08660589903593063, + 0.025573987513780594, + 0.06407362967729568, + 0.06635770201683044 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.006592074874788523 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, ghostly white jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the abyssal darkness of the deep sea with inky blue water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jellyfish's bell contract in ultra-slow motion with visible crystalline vortices displacing water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless trailing tentacles and oral arms visible drifting behind the jellyfish in an undulating motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera moving perfectly parallel to the jellyfish at an eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0041033364832401276 + ], + "opposite_logprob_tokens": [ + -5.504103183746338 + ], + "logprob_reward": -0.0041033364832401276, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0041033364832401276, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11884833872318268, + 0.26679641008377075, + 0.06175728887319565, + 0.04497716948390007, + 0.09096769988536835, + 0.030085479840636253, + 0.035426847636699677, + 0.06330177187919617, + 0.059812337160110474, + 0.2280266135931015 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.0041033364832401276 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, ghostly white jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the abyssal darkness of the deep sea with inky blue water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jellyfish's bell contract in ultra-slow motion with visible crystalline vortices displacing water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless trailing tentacles and oral arms visible drifting behind the jellyfish in an undulating motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera moving perfectly parallel to the jellyfish at an eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0181919876486063 + ], + "opposite_logprob_tokens": [ + -4.018191814422607 + ], + "logprob_reward": -0.0181919876486063, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.0181919876486063, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13387946784496307, + 0.24156051874160767, + 0.068762868642807, + 0.07296425849199295, + 0.09627106785774231, + 0.04344417527318001, + 0.1055755615234375, + 0.05983835831284523, + 0.10603789985179901, + 0.07166583091020584 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.0181919876486063 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, ghostly white jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the abyssal darkness of the deep sea with inky blue water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jellyfish's bell contract in ultra-slow motion with visible crystalline vortices displacing water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless trailing tentacles and oral arms visible drifting behind the jellyfish in an undulating motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera moving perfectly parallel to the jellyfish at an eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019397982396185398 + ], + "opposite_logprob_tokens": [ + -6.25193977355957 + ], + "logprob_reward": -0.0019397982396185398, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019397982396185398, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13640756905078888, + 0.24093803763389587, + 0.03982842341065407, + 0.19775331020355225, + 0.060552358627319336, + 0.07811909168958664, + 0.04055757075548172, + 0.0867769867181778, + 0.06252111494541168, + 0.05654561519622803 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.0019397982396185398 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, ghostly white jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the abyssal darkness of the deep sea with inky blue water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jellyfish's bell contract in ultra-slow motion with visible crystalline vortices displacing water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless trailing tentacles and oral arms visible drifting behind the jellyfish in an undulating motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera moving perfectly parallel to the jellyfish at an eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06998502463102341 + ], + "opposite_logprob_tokens": [ + -2.6949849128723145 + ], + "logprob_reward": -0.06998502463102341, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.06998502463102341, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08240386098623276, + 0.19925308227539062, + 0.044524550437927246, + 0.13081245124340057, + 0.09644979983568192, + 0.084552101790905, + 0.08200795948505402, + 0.09146913886070251, + 0.11138135194778442, + 0.07714575529098511 + ], + "top_frames": [ + 1, + 3, + 8 + ], + "selected_reward": -0.06998502463102341 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An ultra-detailed, high-speed phantom camera-style photograph tracks smoothly with a massive, ghostly white jellyfish as it navigates the abyssal darkness of the deep sea. Maintaining an eye-level perspective with the creature, the camera moves perfectly parallel to its tranquil forward momentum. Its massive, translucent bell contracts in mesmerizing ultra-slow motion, a powerful yet graceful pulse rippling across its gelatinous surface and displacing water in visible crystalline vortices. The only light comes from the creature's own soft, internal bioluminescence, casting a milky white glow that illuminates the inky blue waters and reveals an intricate network of canals within its body. Following this beating heart, countless trailing tentacles, a mixture of delicate, ethereal strands and thicker, ribbon-like oral arms, drift behind in a complex, fluid ballet, hypnotically undulating and spiraling. The ultra-slow motion captures every tiny detail with crystal clarity – the subtle texture of the chimes, the delicate spiral dance of each tentacle, and the microscopic grains of marine snow drifting lazily by, creating a hypnotic and breathtaking visual spectacle of otherworldly beauty and profound silence.", + "seed": 6515, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_14/index_4472_seed_6515_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.014274330018088222, + "vlm_logprob": -0.014274330018088222, + "vlm_yes_no_margin": 5.325, + "vlm_token_credit": -0.014274330018088222, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, ghostly white jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the abyssal darkness of the deep sea with inky blue water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jellyfish's bell contract in ultra-slow motion with visible crystalline vortices displacing water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless trailing tentacles and oral arms visible drifting behind the jellyfish in an undulating motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera moving perfectly parallel to the jellyfish at an eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036844005808234215 + ], + "opposite_logprob_tokens": [ + -5.7536845207214355 + ], + "logprob_reward": -0.0036844005808234215, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0036844005808234215, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2696141302585602, + 0.13365581631660461, + 0.08878074586391449, + 0.07507959008216858, + 0.05093751475214958, + 0.11224553734064102, + 0.025026997551321983, + 0.08734982460737228, + 0.09034810960292816, + 0.06696165353059769 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.0036844005808234215 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, ghostly white jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the abyssal darkness of the deep sea with inky blue water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jellyfish's bell contract in ultra-slow motion with visible crystalline vortices displacing water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless trailing tentacles and oral arms visible drifting behind the jellyfish in an undulating motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera moving perfectly parallel to the jellyfish at an eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036216876469552517 + ], + "opposite_logprob_tokens": [ + -5.628621578216553 + ], + "logprob_reward": -0.0036216876469552517, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036216876469552517, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12033163756132126, + 0.11892393231391907, + 0.18671970069408417, + 0.04952932894229889, + 0.06582284718751907, + 0.04523404687643051, + 0.04371887072920799, + 0.14786411821842194, + 0.051671069115400314, + 0.17018446326255798 + ], + "top_frames": [ + 2, + 9, + 7 + ], + "selected_reward": -0.0036216876469552517 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, ghostly white jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the abyssal darkness of the deep sea with inky blue water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jellyfish's bell contract in ultra-slow motion with visible crystalline vortices displacing water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless trailing tentacles and oral arms visible drifting behind the jellyfish in an undulating motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera moving perfectly parallel to the jellyfish at an eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008646194823086262 + ], + "opposite_logprob_tokens": [ + -4.758646011352539 + ], + "logprob_reward": -0.008646194823086262, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008646194823086262, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19070671498775482, + 0.05985923111438751, + 0.0913635641336441, + 0.1032150387763977, + 0.07097762078046799, + 0.057770393788814545, + 0.0390588603913784, + 0.24035099148750305, + 0.07954946160316467, + 0.06714814156293869 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.008646194823086262 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, ghostly white jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the abyssal darkness of the deep sea with inky blue water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jellyfish's bell contract in ultra-slow motion with visible crystalline vortices displacing water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless trailing tentacles and oral arms visible drifting behind the jellyfish in an undulating motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera moving perfectly parallel to the jellyfish at an eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0004953111056238413 + ], + "opposite_logprob_tokens": [ + -7.625495433807373 + ], + "logprob_reward": -0.0004953111056238413, + "yes_no_margin_reward": 7.625, + "token_credit_reward": -0.0004953111056238413, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2574537396430969, + 0.09769868850708008, + 0.15389563143253326, + 0.054553721100091934, + 0.07449695467948914, + 0.14065472781658173, + 0.02662576548755169, + 0.04572337493300438, + 0.06466223299503326, + 0.08423513174057007 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.0004953111056238413 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, ghostly white jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the abyssal darkness of the deep sea with inky blue water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jellyfish's bell contract in ultra-slow motion with visible crystalline vortices displacing water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless trailing tentacles and oral arms visible drifting behind the jellyfish in an undulating motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera moving perfectly parallel to the jellyfish at an eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05492405593395233 + ], + "opposite_logprob_tokens": [ + -2.9299240112304688 + ], + "logprob_reward": -0.05492405593395233, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05492405593395233, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2028251737356186, + 0.0800967663526535, + 0.16365908086299896, + 0.04537801072001457, + 0.04746181145310402, + 0.08631626516580582, + 0.04593661427497864, + 0.10642167180776596, + 0.10576127469539642, + 0.11614330857992172 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.05492405593395233 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An ultra-detailed, high-speed phantom camera-style photograph tracks smoothly with a massive, ghostly white jellyfish as it navigates the abyssal darkness of the deep sea. Maintaining an eye-level perspective with the creature, the camera moves perfectly parallel to its tranquil forward momentum. Its massive, translucent bell contracts in mesmerizing ultra-slow motion, a powerful yet graceful pulse rippling across its gelatinous surface and displacing water in visible crystalline vortices. The only light comes from the creature's own soft, internal bioluminescence, casting a milky white glow that illuminates the inky blue waters and reveals an intricate network of canals within its body. Following this beating heart, countless trailing tentacles, a mixture of delicate, ethereal strands and thicker, ribbon-like oral arms, drift behind in a complex, fluid ballet, hypnotically undulating and spiraling. The ultra-slow motion captures every tiny detail with crystal clarity – the subtle texture of the chimes, the delicate spiral dance of each tentacle, and the microscopic grains of marine snow drifting lazily by, creating a hypnotic and breathtaking visual spectacle of otherworldly beauty and profound silence.", + "seed": 6516, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_14/index_4472_seed_6516_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.022307705553248524, + "vlm_logprob": -0.022307705553248524, + "vlm_yes_no_margin": 4.7, + "vlm_token_credit": -0.022307705553248524, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, ghostly white jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the abyssal darkness of the deep sea with inky blue water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jellyfish's bell contract in ultra-slow motion with visible crystalline vortices displacing water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless trailing tentacles and oral arms visible drifting behind the jellyfish in an undulating motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera moving perfectly parallel to the jellyfish at an eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006440596655011177 + ], + "opposite_logprob_tokens": [ + -5.13144063949585 + ], + "logprob_reward": -0.006440596655011177, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.006440596655011177, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24055612087249756, + 0.27741381525993347, + 0.07653062045574188, + 0.06608949601650238, + 0.01979597471654415, + 0.05348149314522743, + 0.10104919970035553, + 0.03155728429555893, + 0.040282346308231354, + 0.09324369579553604 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.006440596655011177 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, ghostly white jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the abyssal darkness of the deep sea with inky blue water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jellyfish's bell contract in ultra-slow motion with visible crystalline vortices displacing water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless trailing tentacles and oral arms visible drifting behind the jellyfish in an undulating motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera moving perfectly parallel to the jellyfish at an eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046449145302176476 + ], + "opposite_logprob_tokens": [ + -5.379644870758057 + ], + "logprob_reward": -0.0046449145302176476, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046449145302176476, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3020232021808624, + 0.34782788157463074, + 0.03512423485517502, + 0.04095858708024025, + 0.020681163296103477, + 0.042061399668455124, + 0.07113499939441681, + 0.018775245174765587, + 0.03108847700059414, + 0.09032481908798218 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.0046449145302176476 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, ghostly white jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the abyssal darkness of the deep sea with inky blue water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jellyfish's bell contract in ultra-slow motion with visible crystalline vortices displacing water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless trailing tentacles and oral arms visible drifting behind the jellyfish in an undulating motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera moving perfectly parallel to the jellyfish at an eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008644422516226768 + ], + "opposite_logprob_tokens": [ + -4.7586445808410645 + ], + "logprob_reward": -0.008644422516226768, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008644422516226768, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1964350789785385, + 0.34015947580337524, + 0.06874155253171921, + 0.044761840254068375, + 0.019143376499414444, + 0.05276772007346153, + 0.053554464131593704, + 0.04152856767177582, + 0.07217060029506683, + 0.11073736846446991 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.008644422516226768 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, ghostly white jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the abyssal darkness of the deep sea with inky blue water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jellyfish's bell contract in ultra-slow motion with visible crystalline vortices displacing water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless trailing tentacles and oral arms visible drifting behind the jellyfish in an undulating motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera moving perfectly parallel to the jellyfish at an eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002817115979269147 + ], + "opposite_logprob_tokens": [ + -5.877817153930664 + ], + "logprob_reward": -0.002817115979269147, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002817115979269147, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17519234120845795, + 0.2179364711046219, + 0.18287529051303864, + 0.024304119870066643, + 0.022437920793890953, + 0.024525785818696022, + 0.09411977231502533, + 0.03212319314479828, + 0.14415238797664642, + 0.08233269304037094 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.002817115979269147 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, ghostly white jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the abyssal darkness of the deep sea with inky blue water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jellyfish's bell contract in ultra-slow motion with visible crystalline vortices displacing water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless trailing tentacles and oral arms visible drifting behind the jellyfish in an undulating motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera moving perfectly parallel to the jellyfish at an eye-level perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08899147808551788 + ], + "opposite_logprob_tokens": [ + -2.463991403579712 + ], + "logprob_reward": -0.08899147808551788, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08899147808551788, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10084252059459686, + 0.17108473181724548, + 0.13667814433574677, + 0.1081400215625763, + 0.03409845009446144, + 0.10168749839067459, + 0.11640778928995132, + 0.047245703637599945, + 0.10296078771352768, + 0.0808543935418129 + ], + "top_frames": [ + 1, + 2, + 6 + ], + "selected_reward": -0.08899147808551788 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_15/index_tensor([5442, 5442])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_15/index_tensor([5442, 5442])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..10c88c7cf5e49c89169c27d2e8ecee93c9a4b940 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_15/index_tensor([5442, 5442])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up, static shot depicts a human eye, filling the screen with unsettling detail. The pupil is a vast, pitch-black void, dilated to its absolute limit, devouring the intricate webbed pattern of the pale, ice-blue iris. A sharp, cold-white point of light reflects off the glassy surface of the cornea, suggesting a harsh, unseen light source. The scrotum, far from pure white, depicts a delicate network of crimson, engorged veins. The skin of the upper eyelid, displaying a faint, damp sheen, is caught in an uncontrollable, agitated tremor; it intermittently flutters and twitches, rapid, involuntary micro-movements that betray a state of extreme duress. The eye itself remains fixed, staring directly forward with unwavering intensity, appearing both hollow and piercing. The harsh, direct light sculpts the subtle texture of the surrounding skin and casts deep shadows, creating a cool, high-contrast palette and an irresistible atmosphere of raw tension and psychological distress.", + "seed": 489, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_15/index_5442_seed_489_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.33816660605370996, + "vlm_logprob": -0.33816660605370996, + "vlm_yes_no_margin": 2.525, + "vlm_token_credit": -0.33816660605370996, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a human eye that fills the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pupil depicted as a vast, pitch-black void dilated to its absolute limit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the iris pale and ice-blue with an intricate webbed pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the upper eyelid skin show a faint, damp sheen and exhibit an agitated tremor with rapid micro-movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the eye fixed staring directly forward with unwavering intensity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004927752539515495 + ], + "opposite_logprob_tokens": [ + -5.754927635192871 + ], + "logprob_reward": -0.004927752539515495, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.004927752539515495, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06815959513187408, + 0.047421831637620926, + 0.04468241333961487, + 0.04456218332052231, + 0.02597043476998806, + 0.015712032094597816, + 0.06337181478738785, + 0.05904703959822655, + 0.0498059019446373, + 0.5812667608261108 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.004927752539515495 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a human eye that fills the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pupil depicted as a vast, pitch-black void dilated to its absolute limit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the iris pale and ice-blue with an intricate webbed pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the upper eyelid skin show a faint, damp sheen and exhibit an agitated tremor with rapid micro-movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the eye fixed staring directly forward with unwavering intensity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4063133001327515 + ], + "opposite_logprob_tokens": [ + -0.28131332993507385 + ], + "logprob_reward": -1.4063133001327515, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4063133001327515, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1546023190021515, + 0.08175621926784515, + 0.04492233321070671, + 0.06232961639761925, + 0.0531054325401783, + 0.048930730670690536, + 0.041474830359220505, + 0.10253863781690598, + 0.1228913813829422, + 0.2874484956264496 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -1.4063133001327515 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a human eye that fills the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pupil depicted as a vast, pitch-black void dilated to its absolute limit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the iris pale and ice-blue with an intricate webbed pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the upper eyelid skin show a faint, damp sheen and exhibit an agitated tremor with rapid micro-movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the eye fixed staring directly forward with unwavering intensity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020621895790100098 + ], + "opposite_logprob_tokens": [ + -3.8956217765808105 + ], + "logprob_reward": -0.020621895790100098, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020621895790100098, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15607692301273346, + 0.0859007015824318, + 0.03576088696718216, + 0.07646498829126358, + 0.04180222004652023, + 0.037625543773174286, + 0.08064514398574829, + 0.025707615539431572, + 0.04816450551152229, + 0.4118514657020569 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.020621895790100098 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a human eye that fills the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pupil depicted as a vast, pitch-black void dilated to its absolute limit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the iris pale and ice-blue with an intricate webbed pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the upper eyelid skin show a faint, damp sheen and exhibit an agitated tremor with rapid micro-movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the eye fixed staring directly forward with unwavering intensity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07903273403644562 + ], + "opposite_logprob_tokens": [ + -2.5790326595306396 + ], + "logprob_reward": -0.07903273403644562, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07903273403644562, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07301636040210724, + 0.031315360218286514, + 0.07812094688415527, + 0.03665246441960335, + 0.08643857389688492, + 0.03915935382246971, + 0.02763230912387371, + 0.030707331374287605, + 0.2285064458847046, + 0.3684508204460144 + ], + "top_frames": [ + 9, + 8, + 4 + ], + "selected_reward": -0.07903273403644562 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a human eye that fills the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pupil depicted as a vast, pitch-black void dilated to its absolute limit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the iris pale and ice-blue with an intricate webbed pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the upper eyelid skin show a faint, damp sheen and exhibit an agitated tremor with rapid micro-movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the eye fixed staring directly forward with unwavering intensity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17993734776973724 + ], + "opposite_logprob_tokens": [ + -1.8049373626708984 + ], + "logprob_reward": -0.17993734776973724, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17993734776973724, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.034136269241571426, + 0.012462633661925793, + 0.017427712678909302, + 0.024820806458592415, + 0.010468583554029465, + 0.013357442803680897, + 0.018789803609251976, + 0.01879260502755642, + 0.18585100769996643, + 0.6638931035995483 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.17993734776973724 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static shot depicts a human eye, filling the screen with unsettling detail. The pupil is a vast, pitch-black void, dilated to its absolute limit, devouring the intricate webbed pattern of the pale, ice-blue iris. A sharp, cold-white point of light reflects off the glassy surface of the cornea, suggesting a harsh, unseen light source. The scrotum, far from pure white, depicts a delicate network of crimson, engorged veins. The skin of the upper eyelid, displaying a faint, damp sheen, is caught in an uncontrollable, agitated tremor; it intermittently flutters and twitches, rapid, involuntary micro-movements that betray a state of extreme duress. The eye itself remains fixed, staring directly forward with unwavering intensity, appearing both hollow and piercing. The harsh, direct light sculpts the subtle texture of the surrounding skin and casts deep shadows, creating a cool, high-contrast palette and an irresistible atmosphere of raw tension and psychological distress.", + "seed": 490, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_15/index_5442_seed_490_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.3025468156673014, + "vlm_logprob": -0.3025468156673014, + "vlm_yes_no_margin": 2.600000023841858, + "vlm_token_credit": -0.3025468156673014, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a human eye that fills the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pupil depicted as a vast, pitch-black void dilated to its absolute limit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the iris pale and ice-blue with an intricate webbed pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the upper eyelid skin show a faint, damp sheen and exhibit an agitated tremor with rapid micro-movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the eye fixed staring directly forward with unwavering intensity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003454315010458231 + ], + "opposite_logprob_tokens": [ + -6.378454208374023 + ], + "logprob_reward": -0.003454315010458231, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.003454315010458231, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2304806262254715, + 0.05102922022342682, + 0.08852345496416092, + 0.036576855927705765, + 0.15814094245433807, + 0.043074239045381546, + 0.09699603915214539, + 0.09397295862436295, + 0.03633195906877518, + 0.16487370431423187 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.003454315010458231 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a human eye that fills the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pupil depicted as a vast, pitch-black void dilated to its absolute limit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the iris pale and ice-blue with an intricate webbed pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the upper eyelid skin show a faint, damp sheen and exhibit an agitated tremor with rapid micro-movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the eye fixed staring directly forward with unwavering intensity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2236167192459106 + ], + "opposite_logprob_tokens": [ + -0.34861668944358826 + ], + "logprob_reward": -1.2236167192459106, + "yes_no_margin_reward": -0.875, + "token_credit_reward": -1.2236167192459106, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.0534062497317791, + 0.028392234817147255, + 0.03476084768772125, + 0.017607729882001877, + 0.12096896022558212, + 0.021541226655244827, + 0.01686900109052658, + 0.083419568836689, + 0.019180363044142723, + 0.6038537621498108 + ], + "top_frames": [ + 9, + 4, + 7 + ], + "selected_reward": -1.2236167192459106 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a human eye that fills the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pupil depicted as a vast, pitch-black void dilated to its absolute limit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the iris pale and ice-blue with an intricate webbed pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the upper eyelid skin show a faint, damp sheen and exhibit an agitated tremor with rapid micro-movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the eye fixed staring directly forward with unwavering intensity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029839513823390007 + ], + "opposite_logprob_tokens": [ + -3.529839515686035 + ], + "logprob_reward": -0.029839513823390007, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029839513823390007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11271949112415314, + 0.08216158300638199, + 0.0698646605014801, + 0.11368294060230255, + 0.07357029616832733, + 0.03070443496108055, + 0.05409649759531021, + 0.08915599435567856, + 0.016163073480129242, + 0.357881098985672 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.029839513823390007 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a human eye that fills the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pupil depicted as a vast, pitch-black void dilated to its absolute limit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the iris pale and ice-blue with an intricate webbed pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the upper eyelid skin show a faint, damp sheen and exhibit an agitated tremor with rapid micro-movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the eye fixed staring directly forward with unwavering intensity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428631842136383 + ], + "opposite_logprob_tokens": [ + -2.0178632736206055 + ], + "logprob_reward": -0.1428631842136383, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.1428631842136383, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17476359009742737, + 0.03472514823079109, + 0.12708449363708496, + 0.10433927923440933, + 0.14136052131652832, + 0.06370431929826736, + 0.03674696013331413, + 0.05898824334144592, + 0.01785247214138508, + 0.24043501913547516 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.1428631842136383 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a human eye that fills the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pupil depicted as a vast, pitch-black void dilated to its absolute limit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the iris pale and ice-blue with an intricate webbed pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the upper eyelid skin show a faint, damp sheen and exhibit an agitated tremor with rapid micro-movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the eye fixed staring directly forward with unwavering intensity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1129603460431099 + ], + "opposite_logprob_tokens": [ + -2.2379603385925293 + ], + "logprob_reward": -0.1129603460431099, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1129603460431099, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4841579794883728, + 0.026814769953489304, + 0.10229591280221939, + 0.09846121817827225, + 0.08787506818771362, + 0.031239628791809082, + 0.0234163049608469, + 0.030394792556762695, + 0.028114115819334984, + 0.08723022043704987 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.1129603460431099 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static shot depicts a human eye, filling the screen with unsettling detail. The pupil is a vast, pitch-black void, dilated to its absolute limit, devouring the intricate webbed pattern of the pale, ice-blue iris. A sharp, cold-white point of light reflects off the glassy surface of the cornea, suggesting a harsh, unseen light source. The scrotum, far from pure white, depicts a delicate network of crimson, engorged veins. The skin of the upper eyelid, displaying a faint, damp sheen, is caught in an uncontrollable, agitated tremor; it intermittently flutters and twitches, rapid, involuntary micro-movements that betray a state of extreme duress. The eye itself remains fixed, staring directly forward with unwavering intensity, appearing both hollow and piercing. The harsh, direct light sculpts the subtle texture of the surrounding skin and casts deep shadows, creating a cool, high-contrast palette and an irresistible atmosphere of raw tension and psychological distress.", + "seed": 491, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_15/index_5442_seed_491_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.38826341507956386, + "vlm_logprob": -0.38826341507956386, + "vlm_yes_no_margin": 2.35, + "vlm_token_credit": -0.38826341507956386, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a human eye that fills the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pupil depicted as a vast, pitch-black void dilated to its absolute limit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the iris pale and ice-blue with an intricate webbed pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the upper eyelid skin show a faint, damp sheen and exhibit an agitated tremor with rapid micro-movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the eye fixed staring directly forward with unwavering intensity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003853991162031889 + ], + "opposite_logprob_tokens": [ + -6.003853797912598 + ], + "logprob_reward": -0.003853991162031889, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.003853991162031889, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25169840455055237, + 0.19635844230651855, + 0.09179721772670746, + 0.03653383627533913, + 0.03652256354689598, + 0.08134458214044571, + 0.08074772357940674, + 0.04461460933089256, + 0.13934509456157684, + 0.04103756323456764 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.003853991162031889 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a human eye that fills the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pupil depicted as a vast, pitch-black void dilated to its absolute limit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the iris pale and ice-blue with an intricate webbed pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the upper eyelid skin show a faint, damp sheen and exhibit an agitated tremor with rapid micro-movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the eye fixed staring directly forward with unwavering intensity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.6005606651306152 + ], + "opposite_logprob_tokens": [ + -0.22556066513061523 + ], + "logprob_reward": -1.6005606651306152, + "yes_no_margin_reward": -1.375, + "token_credit_reward": -1.6005606651306152, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.12801696360111237, + 0.15948398411273956, + 0.10723283886909485, + 0.11615047603845596, + 0.11662273108959198, + 0.044306542724370956, + 0.18845273554325104, + 0.07106354832649231, + 0.04204340651631355, + 0.0266267117112875 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -1.6005606651306152 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a human eye that fills the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pupil depicted as a vast, pitch-black void dilated to its absolute limit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the iris pale and ice-blue with an intricate webbed pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the upper eyelid skin show a faint, damp sheen and exhibit an agitated tremor with rapid micro-movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the eye fixed staring directly forward with unwavering intensity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02984749712049961 + ], + "opposite_logprob_tokens": [ + -3.5298473834991455 + ], + "logprob_reward": -0.02984749712049961, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02984749712049961, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08927668631076813, + 0.2322855144739151, + 0.05226605758070946, + 0.06561895459890366, + 0.15456914901733398, + 0.029150160029530525, + 0.08763338625431061, + 0.08855627477169037, + 0.17546962201595306, + 0.025174232199788094 + ], + "top_frames": [ + 1, + 8, + 4 + ], + "selected_reward": -0.02984749712049961 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a human eye that fills the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pupil depicted as a vast, pitch-black void dilated to its absolute limit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the iris pale and ice-blue with an intricate webbed pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the upper eyelid skin show a faint, damp sheen and exhibit an agitated tremor with rapid micro-movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the eye fixed staring directly forward with unwavering intensity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12711408734321594 + ], + "opposite_logprob_tokens": [ + -2.1271140575408936 + ], + "logprob_reward": -0.12711408734321594, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12711408734321594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05668837949633598, + 0.07391487061977386, + 0.03403304144740105, + 0.029062489047646523, + 0.16104792058467865, + 0.049010179936885834, + 0.04118109494447708, + 0.08301547914743423, + 0.4539368748664856, + 0.018109673634171486 + ], + "top_frames": [ + 8, + 4, + 7 + ], + "selected_reward": -0.12711408734321594 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a human eye that fills the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pupil depicted as a vast, pitch-black void dilated to its absolute limit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the iris pale and ice-blue with an intricate webbed pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the upper eyelid skin show a faint, damp sheen and exhibit an agitated tremor with rapid micro-movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the eye fixed staring directly forward with unwavering intensity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1799408346414566 + ], + "opposite_logprob_tokens": [ + -1.8049408197402954 + ], + "logprob_reward": -0.1799408346414566, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1799408346414566, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2676107883453369, + 0.13421739637851715, + 0.14086245000362396, + 0.08248870074748993, + 0.07690102607011795, + 0.056401051580905914, + 0.1016860231757164, + 0.03335509076714516, + 0.09124685823917389, + 0.015230565331876278 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.1799408346414566 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static shot depicts a human eye, filling the screen with unsettling detail. The pupil is a vast, pitch-black void, dilated to its absolute limit, devouring the intricate webbed pattern of the pale, ice-blue iris. A sharp, cold-white point of light reflects off the glassy surface of the cornea, suggesting a harsh, unseen light source. The scrotum, far from pure white, depicts a delicate network of crimson, engorged veins. The skin of the upper eyelid, displaying a faint, damp sheen, is caught in an uncontrollable, agitated tremor; it intermittently flutters and twitches, rapid, involuntary micro-movements that betray a state of extreme duress. The eye itself remains fixed, staring directly forward with unwavering intensity, appearing both hollow and piercing. The harsh, direct light sculpts the subtle texture of the surrounding skin and casts deep shadows, creating a cool, high-contrast palette and an irresistible atmosphere of raw tension and psychological distress.", + "seed": 492, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_15/index_5442_seed_492_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.28517075031995776, + "vlm_logprob": -0.28517075031995776, + "vlm_yes_no_margin": 2.8500000119209288, + "vlm_token_credit": -0.28517075031995776, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a human eye that fills the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pupil depicted as a vast, pitch-black void dilated to its absolute limit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the iris pale and ice-blue with an intricate webbed pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the upper eyelid skin show a faint, damp sheen and exhibit an agitated tremor with rapid micro-movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the eye fixed staring directly forward with unwavering intensity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0034684520214796066 + ], + "opposite_logprob_tokens": [ + -6.5034685134887695 + ], + "logprob_reward": -0.0034684520214796066, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0034684520214796066, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0369737483561039, + 0.02564311772584915, + 0.02729906141757965, + 0.01886189915239811, + 0.05090929940342903, + 0.018215227872133255, + 0.0183689184486866, + 0.01490606926381588, + 0.34790679812431335, + 0.44091588258743286 + ], + "top_frames": [ + 9, + 8, + 4 + ], + "selected_reward": -0.0034684520214796066 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a human eye that fills the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pupil depicted as a vast, pitch-black void dilated to its absolute limit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the iris pale and ice-blue with an intricate webbed pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the upper eyelid skin show a faint, damp sheen and exhibit an agitated tremor with rapid micro-movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the eye fixed staring directly forward with unwavering intensity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2236242294311523 + ], + "opposite_logprob_tokens": [ + -0.3486242890357971 + ], + "logprob_reward": -1.2236242294311523, + "yes_no_margin_reward": -0.8749999403953552, + "token_credit_reward": -1.2236242294311523, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07032009959220886, + 0.08457407355308533, + 0.10597805678844452, + 0.022012099623680115, + 0.025574153289198875, + 0.022964805364608765, + 0.1851985901594162, + 0.10856863111257553, + 0.25333526730537415, + 0.1214742437005043 + ], + "top_frames": [ + 8, + 6, + 9 + ], + "selected_reward": -1.2236242294311523 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a human eye that fills the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pupil depicted as a vast, pitch-black void dilated to its absolute limit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the iris pale and ice-blue with an intricate webbed pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the upper eyelid skin show a faint, damp sheen and exhibit an agitated tremor with rapid micro-movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the eye fixed staring directly forward with unwavering intensity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02061605639755726 + ], + "opposite_logprob_tokens": [ + -3.895616054534912 + ], + "logprob_reward": -0.02061605639755726, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02061605639755726, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0760536640882492, + 0.054143015295267105, + 0.03719804808497429, + 0.01158113032579422, + 0.02329736202955246, + 0.018215395510196686, + 0.07421925663948059, + 0.029961692169308662, + 0.5691106915473938, + 0.10621975362300873 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.02061605639755726 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a human eye that fills the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pupil depicted as a vast, pitch-black void dilated to its absolute limit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the iris pale and ice-blue with an intricate webbed pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the upper eyelid skin show a faint, damp sheen and exhibit an agitated tremor with rapid micro-movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the eye fixed staring directly forward with unwavering intensity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08908265084028244 + ], + "opposite_logprob_tokens": [ + -2.464082717895508 + ], + "logprob_reward": -0.08908265084028244, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08908265084028244, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06493338197469711, + 0.02255798503756523, + 0.05164606124162674, + 0.048691704869270325, + 0.044232551008462906, + 0.029143601655960083, + 0.307214617729187, + 0.027070147916674614, + 0.16859394311904907, + 0.23591600358486176 + ], + "top_frames": [ + 6, + 9, + 8 + ], + "selected_reward": -0.08908265084028244 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a human eye that fills the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pupil depicted as a vast, pitch-black void dilated to its absolute limit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the iris pale and ice-blue with an intricate webbed pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the upper eyelid skin show a faint, damp sheen and exhibit an agitated tremor with rapid micro-movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the eye fixed staring directly forward with unwavering intensity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08906236290931702 + ], + "opposite_logprob_tokens": [ + -2.464062452316284 + ], + "logprob_reward": -0.08906236290931702, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08906236290931702, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08472716063261032, + 0.034165289252996445, + 0.04985273629426956, + 0.020931804552674294, + 0.055382661521434784, + 0.015544015914201736, + 0.10730917006731033, + 0.01943916827440262, + 0.37182074785232544, + 0.2408272624015808 + ], + "top_frames": [ + 8, + 9, + 6 + ], + "selected_reward": -0.08906236290931702 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_2/index_tensor([8782, 8782])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_2/index_tensor([8782, 8782])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9b6156b5b0e4ad6594330863bbceec1735f9f601 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_2/index_tensor([8782, 8782])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "high-angle drone camera slowly zooms forward and tilts slightly downward, creating a fluid, ink-and-wash painting effect, its edges adorned with a natural, smudged effect. Illuminated by the cool moonlight, a derelict ancient temple nestled deep in a mountain valley emerges. Its crumbling eaves and moss-covered dark tiles appear as varying shades of ink against the night sky. A woman in white, the sole bright spot in this dynamic painting, clad in a flowing white silk dress. Her voluminous sleeves and cascading jet-black hair unfurl in the night breeze, like nimble brushstrokes gliding across rice paper. Silently, almost parallel to the ground, she drifts forward, her movements light and steady. Like a wisp of smoke, she crosses the overgrown courtyard, passes through the open, stained vermilion gate, and descends into the darkness of the temple's main hall. The moonlight outlines the scene with clear contours and large, thick shadows, forming a strong black and white contrast. All dynamic elements have a softness and fluidity like ink dissolving in water, creating an extremely quiet, mysterious and poignant oriental fantasy atmosphere.", + "seed": 7214, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_2/index_8782_seed_7214_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0857381266541779, + "vlm_logprob": -0.0857381266541779, + "vlm_yes_no_margin": 3.15, + "vlm_token_credit": -0.0857381266541779, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a derelict ancient temple located in a mountain valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a flowing white silk dress visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman drift forward silently while crossing an overgrown courtyard and passing through a stained vermilion gate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video exhibit an ink-and-wash painting style with smudged edges and fluid, dissolving ink effects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a high-angle view that slowly zooms forward and tilts slightly downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25325897336006165 + ], + "opposite_logprob_tokens": [ + -1.5032589435577393 + ], + "logprob_reward": -0.25325897336006165, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25325897336006165, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3067127764225006, + 0.05888218805193901, + 0.11950434744358063, + 0.01568407192826271, + 0.03824732080101967, + 0.15153799951076508, + 0.05646670237183571, + 0.05908596143126488, + 0.07054033875465393, + 0.12333829700946808 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.25325897336006165 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a derelict ancient temple located in a mountain valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a flowing white silk dress visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman drift forward silently while crossing an overgrown courtyard and passing through a stained vermilion gate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video exhibit an ink-and-wash painting style with smudged edges and fluid, dissolving ink effects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a high-angle view that slowly zooms forward and tilts slightly downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07900167256593704 + ], + "opposite_logprob_tokens": [ + -2.5790016651153564 + ], + "logprob_reward": -0.07900167256593704, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07900167256593704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14027754962444305, + 0.09136947989463806, + 0.07007202506065369, + 0.04872336983680725, + 0.05852547287940979, + 0.3267044723033905, + 0.07997529208660126, + 0.05804995074868202, + 0.06210947409272194, + 0.06419295072555542 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.07900167256593704 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a derelict ancient temple located in a mountain valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a flowing white silk dress visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman drift forward silently while crossing an overgrown courtyard and passing through a stained vermilion gate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video exhibit an ink-and-wash painting style with smudged edges and fluid, dissolving ink effects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a high-angle view that slowly zooms forward and tilts slightly downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007645274978131056 + ], + "opposite_logprob_tokens": [ + -4.882645130157471 + ], + "logprob_reward": -0.007645274978131056, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007645274978131056, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12884046137332916, + 0.07583772391080856, + 0.0934186577796936, + 0.030904535204172134, + 0.04538577422499657, + 0.07009623199701309, + 0.05227389931678772, + 0.07175315171480179, + 0.2839326858520508, + 0.147556871175766 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.007645274978131056 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a derelict ancient temple located in a mountain valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a flowing white silk dress visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman drift forward silently while crossing an overgrown courtyard and passing through a stained vermilion gate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video exhibit an ink-and-wash painting style with smudged edges and fluid, dissolving ink effects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a high-angle view that slowly zooms forward and tilts slightly downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009794275276362896 + ], + "opposite_logprob_tokens": [ + -4.634794235229492 + ], + "logprob_reward": -0.009794275276362896, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009794275276362896, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17111143469810486, + 0.15539942681789398, + 0.20721116662025452, + 0.04202205315232277, + 0.07136823236942291, + 0.04551404342055321, + 0.05511544272303581, + 0.04762956127524376, + 0.054077159613370895, + 0.15055151283740997 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.009794275276362896 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a derelict ancient temple located in a mountain valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a flowing white silk dress visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman drift forward silently while crossing an overgrown courtyard and passing through a stained vermilion gate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video exhibit an ink-and-wash painting style with smudged edges and fluid, dissolving ink effects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a high-angle view that slowly zooms forward and tilts slightly downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899043709039688 + ], + "opposite_logprob_tokens": [ + -2.5789904594421387 + ], + "logprob_reward": -0.07899043709039688, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899043709039688, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15389692783355713, + 0.08593855053186417, + 0.07298625260591507, + 0.04153608903288841, + 0.09182019531726837, + 0.2592114210128784, + 0.05381080135703087, + 0.04453121870756149, + 0.027455788105726242, + 0.16881270706653595 + ], + "top_frames": [ + 5, + 9, + 0 + ], + "selected_reward": -0.07899043709039688 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle drone camera slowly zooms forward and tilts slightly downward, creating a fluid, ink-and-wash painting effect, its edges adorned with a natural, smudged effect. Illuminated by the cool moonlight, a derelict ancient temple nestled deep in a mountain valley emerges. Its crumbling eaves and moss-covered dark tiles appear as varying shades of ink against the night sky. A woman in white, the sole bright spot in this dynamic painting, clad in a flowing white silk dress. Her voluminous sleeves and cascading jet-black hair unfurl in the night breeze, like nimble brushstrokes gliding across rice paper. Silently, almost parallel to the ground, she drifts forward, her movements light and steady. Like a wisp of smoke, she crosses the overgrown courtyard, passes through the open, stained vermilion gate, and descends into the darkness of the temple's main hall. The moonlight outlines the scene with clear contours and large, thick shadows, forming a strong black and white contrast. All dynamic elements have a softness and fluidity like ink dissolving in water, creating an extremely quiet, mysterious and poignant oriental fantasy atmosphere.", + "seed": 7215, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_2/index_8782_seed_7215_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.16785455569624902, + "vlm_logprob": -0.16785455569624902, + "vlm_yes_no_margin": 2.5, + "vlm_token_credit": -0.16785455569624902, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a derelict ancient temple located in a mountain valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a flowing white silk dress visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman drift forward silently while crossing an overgrown courtyard and passing through a stained vermilion gate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video exhibit an ink-and-wash painting style with smudged edges and fluid, dissolving ink effects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a high-angle view that slowly zooms forward and tilts slightly downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6344354748725891 + ], + "opposite_logprob_tokens": [ + -0.7594354748725891 + ], + "logprob_reward": -0.6344354748725891, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6344354748725891, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08009921759366989, + 0.01985127106308937, + 0.12413947284221649, + 0.6030924916267395, + 0.04831023886799812, + 0.02510073408484459, + 0.02929852530360222, + 0.011400974355638027, + 0.02260131947696209, + 0.036105819046497345 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.6344354748725891 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a derelict ancient temple located in a mountain valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a flowing white silk dress visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman drift forward silently while crossing an overgrown courtyard and passing through a stained vermilion gate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video exhibit an ink-and-wash painting style with smudged edges and fluid, dissolving ink effects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a high-angle view that slowly zooms forward and tilts slightly downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04308018460869789 + ], + "opposite_logprob_tokens": [ + -3.1680800914764404 + ], + "logprob_reward": -0.04308018460869789, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04308018460869789, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0797443687915802, + 0.03072558529675007, + 0.04230634495615959, + 0.08239137381315231, + 0.04804333299398422, + 0.04918406158685684, + 0.2783590853214264, + 0.12558144330978394, + 0.056202322244644165, + 0.20746205747127533 + ], + "top_frames": [ + 6, + 9, + 7 + ], + "selected_reward": -0.04308018460869789 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a derelict ancient temple located in a mountain valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a flowing white silk dress visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman drift forward silently while crossing an overgrown courtyard and passing through a stained vermilion gate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video exhibit an ink-and-wash painting style with smudged edges and fluid, dissolving ink effects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a high-angle view that slowly zooms forward and tilts slightly downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023311715573072433 + ], + "opposite_logprob_tokens": [ + -3.7733116149902344 + ], + "logprob_reward": -0.023311715573072433, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023311715573072433, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09201313555240631, + 0.06266415864229202, + 0.12663206458091736, + 0.34049364924430847, + 0.057542283087968826, + 0.051976051181554794, + 0.07807762175798416, + 0.039662837982177734, + 0.09971432387828827, + 0.051223836839199066 + ], + "top_frames": [ + 3, + 2, + 8 + ], + "selected_reward": -0.023311715573072433 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a derelict ancient temple located in a mountain valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a flowing white silk dress visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman drift forward silently while crossing an overgrown courtyard and passing through a stained vermilion gate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video exhibit an ink-and-wash painting style with smudged edges and fluid, dissolving ink effects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a high-angle view that slowly zooms forward and tilts slightly downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812656179070473 + ], + "opposite_logprob_tokens": [ + -3.2881264686584473 + ], + "logprob_reward": -0.03812656179070473, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812656179070473, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11640893667936325, + 0.031116893514990807, + 0.1256977617740631, + 0.18496452271938324, + 0.052401430904865265, + 0.09248379617929459, + 0.05169462785124779, + 0.03809388354420662, + 0.24510204792022705, + 0.062036119401454926 + ], + "top_frames": [ + 8, + 3, + 2 + ], + "selected_reward": -0.03812656179070473 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a derelict ancient temple located in a mountain valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a flowing white silk dress visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman drift forward silently while crossing an overgrown courtyard and passing through a stained vermilion gate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video exhibit an ink-and-wash painting style with smudged edges and fluid, dissolving ink effects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a high-angle view that slowly zooms forward and tilts slightly downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10031884163618088 + ], + "opposite_logprob_tokens": [ + -2.3503189086914062 + ], + "logprob_reward": -0.10031884163618088, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10031884163618088, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2267485111951828, + 0.08013337850570679, + 0.09553458541631699, + 0.2112589329481125, + 0.09262610226869583, + 0.07851874828338623, + 0.05208268389105797, + 0.041892506182193756, + 0.05963524803519249, + 0.06156933680176735 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.10031884163618088 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle drone camera slowly zooms forward and tilts slightly downward, creating a fluid, ink-and-wash painting effect, its edges adorned with a natural, smudged effect. Illuminated by the cool moonlight, a derelict ancient temple nestled deep in a mountain valley emerges. Its crumbling eaves and moss-covered dark tiles appear as varying shades of ink against the night sky. A woman in white, the sole bright spot in this dynamic painting, clad in a flowing white silk dress. Her voluminous sleeves and cascading jet-black hair unfurl in the night breeze, like nimble brushstrokes gliding across rice paper. Silently, almost parallel to the ground, she drifts forward, her movements light and steady. Like a wisp of smoke, she crosses the overgrown courtyard, passes through the open, stained vermilion gate, and descends into the darkness of the temple's main hall. The moonlight outlines the scene with clear contours and large, thick shadows, forming a strong black and white contrast. All dynamic elements have a softness and fluidity like ink dissolving in water, creating an extremely quiet, mysterious and poignant oriental fantasy atmosphere.", + "seed": 7216, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_2/index_8782_seed_7216_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.11834656223654746, + "vlm_logprob": -0.11834656223654746, + "vlm_yes_no_margin": 2.8999999880790712, + "vlm_token_credit": -0.11834656223654746, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a derelict ancient temple located in a mountain valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a flowing white silk dress visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman drift forward silently while crossing an overgrown courtyard and passing through a stained vermilion gate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video exhibit an ink-and-wash painting style with smudged edges and fluid, dissolving ink effects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a high-angle view that slowly zooms forward and tilts slightly downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4303603768348694 + ], + "opposite_logprob_tokens": [ + -1.0553603172302246 + ], + "logprob_reward": -0.4303603768348694, + "yes_no_margin_reward": 0.6249999403953552, + "token_credit_reward": -0.4303603768348694, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12746931612491608, + 0.28465673327445984, + 0.03186992555856705, + 0.05493588000535965, + 0.06768767535686493, + 0.04774954169988632, + 0.07661246508359909, + 0.06463716179132462, + 0.1406962275505066, + 0.10368513315916061 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.4303603768348694 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a derelict ancient temple located in a mountain valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a flowing white silk dress visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman drift forward silently while crossing an overgrown courtyard and passing through a stained vermilion gate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video exhibit an ink-and-wash painting style with smudged edges and fluid, dissolving ink effects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a high-angle view that slowly zooms forward and tilts slightly downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003604620695114 + ], + "opposite_logprob_tokens": [ + -2.695035934448242 + ], + "logprob_reward": -0.07003604620695114, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003604620695114, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14293955266475677, + 0.24366489052772522, + 0.0369490310549736, + 0.055263906717300415, + 0.08757724612951279, + 0.028320427983999252, + 0.07061225175857544, + 0.2187221348285675, + 0.08594328910112381, + 0.030007189139723778 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.07003604620695114 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a derelict ancient temple located in a mountain valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a flowing white silk dress visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman drift forward silently while crossing an overgrown courtyard and passing through a stained vermilion gate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video exhibit an ink-and-wash painting style with smudged edges and fluid, dissolving ink effects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a high-angle view that slowly zooms forward and tilts slightly downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01108936034142971 + ], + "opposite_logprob_tokens": [ + -4.511089324951172 + ], + "logprob_reward": -0.01108936034142971, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01108936034142971, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05419382080435753, + 0.10366465151309967, + 0.02593025006353855, + 0.03376571461558342, + 0.04843413829803467, + 0.06388919055461884, + 0.08950231969356537, + 0.21143361926078796, + 0.2869951128959656, + 0.08219127357006073 + ], + "top_frames": [ + 8, + 7, + 1 + ], + "selected_reward": -0.01108936034142971 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a derelict ancient temple located in a mountain valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a flowing white silk dress visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman drift forward silently while crossing an overgrown courtyard and passing through a stained vermilion gate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video exhibit an ink-and-wash painting style with smudged edges and fluid, dissolving ink effects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a high-angle view that slowly zooms forward and tilts slightly downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018200648948550224 + ], + "opposite_logprob_tokens": [ + -4.018200874328613 + ], + "logprob_reward": -0.018200648948550224, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018200648948550224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17634157836437225, + 0.23041488230228424, + 0.07596137374639511, + 0.05137871205806732, + 0.07807323336601257, + 0.04527463763952255, + 0.13670139014720917, + 0.06338150054216385, + 0.08765152841806412, + 0.05482111871242523 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.018200648948550224 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a derelict ancient temple located in a mountain valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a flowing white silk dress visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman drift forward silently while crossing an overgrown courtyard and passing through a stained vermilion gate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video exhibit an ink-and-wash painting style with smudged edges and fluid, dissolving ink effects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a high-angle view that slowly zooms forward and tilts slightly downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06204637885093689 + ], + "opposite_logprob_tokens": [ + -2.8120462894439697 + ], + "logprob_reward": -0.06204637885093689, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06204637885093689, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0938241258263588, + 0.5068125128746033, + 0.0914594903588295, + 0.02483152411878109, + 0.037286579608917236, + 0.05187923461198807, + 0.06924828886985779, + 0.05865731090307236, + 0.0316389836370945, + 0.03436194360256195 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.06204637885093689 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle drone camera slowly zooms forward and tilts slightly downward, creating a fluid, ink-and-wash painting effect, its edges adorned with a natural, smudged effect. Illuminated by the cool moonlight, a derelict ancient temple nestled deep in a mountain valley emerges. Its crumbling eaves and moss-covered dark tiles appear as varying shades of ink against the night sky. A woman in white, the sole bright spot in this dynamic painting, clad in a flowing white silk dress. Her voluminous sleeves and cascading jet-black hair unfurl in the night breeze, like nimble brushstrokes gliding across rice paper. Silently, almost parallel to the ground, she drifts forward, her movements light and steady. Like a wisp of smoke, she crosses the overgrown courtyard, passes through the open, stained vermilion gate, and descends into the darkness of the temple's main hall. The moonlight outlines the scene with clear contours and large, thick shadows, forming a strong black and white contrast. All dynamic elements have a softness and fluidity like ink dissolving in water, creating an extremely quiet, mysterious and poignant oriental fantasy atmosphere.", + "seed": 7217, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_2/index_8782_seed_7217_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.049860360007733105, + "vlm_logprob": -0.049860360007733105, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.049860360007733105, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a derelict ancient temple located in a mountain valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a flowing white silk dress visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman drift forward silently while crossing an overgrown courtyard and passing through a stained vermilion gate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video exhibit an ink-and-wash painting style with smudged edges and fluid, dissolving ink effects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a high-angle view that slowly zooms forward and tilts slightly downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11598087847232819 + ], + "opposite_logprob_tokens": [ + -2.240980863571167 + ], + "logprob_reward": -0.11598087847232819, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11598087847232819, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1681324988603592, + 0.036013077944517136, + 0.02918204292654991, + 0.05207633599638939, + 0.03926520049571991, + 0.03117239661514759, + 0.25690802931785583, + 0.1318267583847046, + 0.1762806922197342, + 0.07914294302463531 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.11598087847232819 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a derelict ancient temple located in a mountain valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a flowing white silk dress visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman drift forward silently while crossing an overgrown courtyard and passing through a stained vermilion gate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video exhibit an ink-and-wash painting style with smudged edges and fluid, dissolving ink effects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a high-angle view that slowly zooms forward and tilts slightly downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00465867854654789 + ], + "opposite_logprob_tokens": [ + -5.3796586990356445 + ], + "logprob_reward": -0.00465867854654789, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00465867854654789, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11138748377561569, + 0.055170342326164246, + 0.028612812981009483, + 0.02759684808552265, + 0.024709757417440414, + 0.03741166740655899, + 0.1344742327928543, + 0.14842747151851654, + 0.3613075911998749, + 0.07090186327695847 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.00465867854654789 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a derelict ancient temple located in a mountain valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a flowing white silk dress visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman drift forward silently while crossing an overgrown courtyard and passing through a stained vermilion gate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video exhibit an ink-and-wash painting style with smudged edges and fluid, dissolving ink effects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a high-angle view that slowly zooms forward and tilts slightly downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0110928975045681 + ], + "opposite_logprob_tokens": [ + -4.511092662811279 + ], + "logprob_reward": -0.0110928975045681, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.0110928975045681, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22657173871994019, + 0.057131197303533554, + 0.030390024185180664, + 0.0327855609357357, + 0.04739018529653549, + 0.07583119720220566, + 0.0833481028676033, + 0.08729753643274307, + 0.28113070130348206, + 0.0781237855553627 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.0110928975045681 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a derelict ancient temple located in a mountain valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a flowing white silk dress visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman drift forward silently while crossing an overgrown courtyard and passing through a stained vermilion gate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video exhibit an ink-and-wash painting style with smudged edges and fluid, dissolving ink effects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a high-angle view that slowly zooms forward and tilts slightly downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004645626526325941 + ], + "opposite_logprob_tokens": [ + -5.379645824432373 + ], + "logprob_reward": -0.004645626526325941, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004645626526325941, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23225757479667664, + 0.14741814136505127, + 0.09826001524925232, + 0.07556743174791336, + 0.0339074544608593, + 0.0783185288310051, + 0.1287090927362442, + 0.09129802882671356, + 0.07297465950250626, + 0.04128899425268173 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.004645626526325941 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a derelict ancient temple located in a mountain valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing a flowing white silk dress visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman drift forward silently while crossing an overgrown courtyard and passing through a stained vermilion gate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video exhibit an ink-and-wash painting style with smudged edges and fluid, dissolving ink effects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a high-angle view that slowly zooms forward and tilts slightly downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11292371898889542 + ], + "opposite_logprob_tokens": [ + -2.2379236221313477 + ], + "logprob_reward": -0.11292371898889542, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11292371898889542, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17977187037467957, + 0.06292172521352768, + 0.03248555585741997, + 0.09021048247814178, + 0.06672002375125885, + 0.03345579653978348, + 0.18734444677829742, + 0.19804325699806213, + 0.07826947420835495, + 0.07077741622924805 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.11292371898889542 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_3/index_tensor([6580, 6580])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_3/index_tensor([6580, 6580])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..4f2942a9ae37ecb5e9877516df7047f2242cf232 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_3/index_tensor([6580, 6580])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level medium shot, framed with documentary-style realism, captures a weary champion sitting perfectly centered on a worn wooden bench in a desolate, silent locker room. His sweat-dampened black hair clings to his forehead, his muscular shoulders slump with exhaustion, and a simple white towel hangs from his neck. He wears only a pair of dark gym shorts, and the white bandages on his hands are partially untied, dangling loosely. His face, etched with the physical toll of his victory, is a mask of exhaustion; his gaze is unfocused and glassy, staring past the camera into an unseen distance. Beside him, a massive, gleaming golden trophy sits on the bench, close yet pointedly overlooked, its polished surface catching the cold, sterile light from a single overhead fluorescent bulb, casting a bright, almost mocking reflection against the drab, gray concrete walls and the recessed metal lockers that line the room. He took a slow, deep breath, barely lifting his chest, and then let out a deliberately heavy, audible sigh, as if draining away the last of his energy, his body slumping further. The cheers of victory were a forgotten echo, replaced by the deep, hollow emptiness of the silent room and the grim reality of victory's consequences.", + "seed": 12487, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_3/index_6580_seed_12487_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05912744784727693, + "vlm_logprob": -0.05912744784727693, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.05912744784727693, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a weary champion sitting perfectly centered on a worn wooden bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing dark gym shorts with white bandages on his hands that are partially untied and dangling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive, gleaming golden trophy visible on the bench beside the character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a desolate, silent locker room with drab gray concrete walls and recessed metal lockers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04223658889532089 + ], + "opposite_logprob_tokens": [ + -3.542236566543579 + ], + "logprob_reward": -0.04223658889532089, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.04223658889532089, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3050117492675781, + 0.09155869483947754, + 0.046768397092819214, + 0.06525848805904388, + 0.0654216855764389, + 0.08435247093439102, + 0.06335959583520889, + 0.07501280307769775, + 0.0877041220664978, + 0.11555199325084686 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.04223658889532089 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a weary champion sitting perfectly centered on a worn wooden bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing dark gym shorts with white bandages on his hands that are partially untied and dangling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive, gleaming golden trophy visible on the bench beside the character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a desolate, silent locker room with drab gray concrete walls and recessed metal lockers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062070466578006744 + ], + "opposite_logprob_tokens": [ + -2.812070369720459 + ], + "logprob_reward": -0.062070466578006744, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062070466578006744, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26084208488464355, + 0.12064017355442047, + 0.0587073378264904, + 0.07641182094812393, + 0.062373846769332886, + 0.12936078011989594, + 0.0796162337064743, + 0.05871211737394333, + 0.08760979026556015, + 0.06572583317756653 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.062070466578006744 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a weary champion sitting perfectly centered on a worn wooden bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing dark gym shorts with white bandages on his hands that are partially untied and dangling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive, gleaming golden trophy visible on the bench beside the character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a desolate, silent locker room with drab gray concrete walls and recessed metal lockers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026352813467383385 + ], + "opposite_logprob_tokens": [ + -3.651352882385254 + ], + "logprob_reward": -0.026352813467383385, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026352813467383385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25489139556884766, + 0.14955845475196838, + 0.06211018189787865, + 0.08733116835355759, + 0.12594057619571686, + 0.05450747534632683, + 0.04770515859127045, + 0.05245320126414299, + 0.04969654232263565, + 0.11580588668584824 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.026352813467383385 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a weary champion sitting perfectly centered on a worn wooden bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing dark gym shorts with white bandages on his hands that are partially untied and dangling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive, gleaming golden trophy visible on the bench beside the character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a desolate, silent locker room with drab gray concrete walls and recessed metal lockers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004632218275219202 + ], + "opposite_logprob_tokens": [ + -5.379631996154785 + ], + "logprob_reward": -0.004632218275219202, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004632218275219202, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14295928180217743, + 0.16829420626163483, + 0.1181916743516922, + 0.14770136773586273, + 0.1369670331478119, + 0.049329668283462524, + 0.048896417021751404, + 0.041438858956098557, + 0.04810306429862976, + 0.0981183722615242 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.004632218275219202 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a weary champion sitting perfectly centered on a worn wooden bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing dark gym shorts with white bandages on his hands that are partially untied and dangling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive, gleaming golden trophy visible on the bench beside the character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a desolate, silent locker room with drab gray concrete walls and recessed metal lockers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1603451520204544 + ], + "opposite_logprob_tokens": [ + -1.910345196723938 + ], + "logprob_reward": -0.1603451520204544, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1603451520204544, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2881009578704834, + 0.14345282316207886, + 0.04803706705570221, + 0.07120145857334137, + 0.08878784626722336, + 0.08601299673318863, + 0.09123025089502335, + 0.07835816591978073, + 0.04965261369943619, + 0.055165767669677734 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.1603451520204544 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot, framed with documentary-style realism, captures a weary champion sitting perfectly centered on a worn wooden bench in a desolate, silent locker room. His sweat-dampened black hair clings to his forehead, his muscular shoulders slump with exhaustion, and a simple white towel hangs from his neck. He wears only a pair of dark gym shorts, and the white bandages on his hands are partially untied, dangling loosely. His face, etched with the physical toll of his victory, is a mask of exhaustion; his gaze is unfocused and glassy, staring past the camera into an unseen distance. Beside him, a massive, gleaming golden trophy sits on the bench, close yet pointedly overlooked, its polished surface catching the cold, sterile light from a single overhead fluorescent bulb, casting a bright, almost mocking reflection against the drab, gray concrete walls and the recessed metal lockers that line the room. He took a slow, deep breath, barely lifting his chest, and then let out a deliberately heavy, audible sigh, as if draining away the last of his energy, his body slumping further. The cheers of victory were a forgotten echo, replaced by the deep, hollow emptiness of the silent room and the grim reality of victory's consequences.", + "seed": 12488, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_3/index_6580_seed_12488_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.14687017309479417, + "vlm_logprob": -0.14687017309479417, + "vlm_yes_no_margin": 2.8, + "vlm_token_credit": -0.14687017309479417, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a weary champion sitting perfectly centered on a worn wooden bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing dark gym shorts with white bandages on his hands that are partially untied and dangling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive, gleaming golden trophy visible on the bench beside the character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a desolate, silent locker room with drab gray concrete walls and recessed metal lockers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14659513533115387 + ], + "opposite_logprob_tokens": [ + -2.3965952396392822 + ], + "logprob_reward": -0.14659513533115387, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.14659513533115387, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15829850733280182, + 0.05034327134490013, + 0.09207220375537872, + 0.03411394730210304, + 0.14362062513828278, + 0.11666329205036163, + 0.061189763247966766, + 0.051463108509778976, + 0.034997329115867615, + 0.25723797082901 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.14659513533115387 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a weary champion sitting perfectly centered on a worn wooden bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing dark gym shorts with white bandages on his hands that are partially untied and dangling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive, gleaming golden trophy visible on the bench beside the character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a desolate, silent locker room with drab gray concrete walls and recessed metal lockers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11297227442264557 + ], + "opposite_logprob_tokens": [ + -2.2379722595214844 + ], + "logprob_reward": -0.11297227442264557, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11297227442264557, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17993289232254028, + 0.10876104235649109, + 0.0746382474899292, + 0.04157470166683197, + 0.12056569010019302, + 0.09254851192235947, + 0.13498139381408691, + 0.04041251167654991, + 0.10700153559446335, + 0.0995834693312645 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.11297227442264557 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a weary champion sitting perfectly centered on a worn wooden bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing dark gym shorts with white bandages on his hands that are partially untied and dangling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive, gleaming golden trophy visible on the bench beside the character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a desolate, silent locker room with drab gray concrete walls and recessed metal lockers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0430745892226696 + ], + "opposite_logprob_tokens": [ + -3.168074607849121 + ], + "logprob_reward": -0.0430745892226696, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0430745892226696, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20615778863430023, + 0.062022119760513306, + 0.06839370727539062, + 0.06518518179655075, + 0.17932406067848206, + 0.09205377846956253, + 0.04562859609723091, + 0.023291276767849922, + 0.027874954044818878, + 0.23006847500801086 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.0430745892226696 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a weary champion sitting perfectly centered on a worn wooden bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing dark gym shorts with white bandages on his hands that are partially untied and dangling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive, gleaming golden trophy visible on the bench beside the character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a desolate, silent locker room with drab gray concrete walls and recessed metal lockers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002816283842548728 + ], + "opposite_logprob_tokens": [ + -5.877816200256348 + ], + "logprob_reward": -0.002816283842548728, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002816283842548728, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19412539899349213, + 0.08001451939344406, + 0.10384935885667801, + 0.10923787206411362, + 0.33411747217178345, + 0.033829111605882645, + 0.029126280918717384, + 0.02704261802136898, + 0.022310307249426842, + 0.0663471519947052 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.002816283842548728 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a weary champion sitting perfectly centered on a worn wooden bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing dark gym shorts with white bandages on his hands that are partially untied and dangling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive, gleaming golden trophy visible on the bench beside the character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a desolate, silent locker room with drab gray concrete walls and recessed metal lockers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.428892582654953 + ], + "opposite_logprob_tokens": [ + -1.0538926124572754 + ], + "logprob_reward": -0.428892582654953, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.428892582654953, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3881448209285736, + 0.1004360020160675, + 0.0934564545750618, + 0.03661654517054558, + 0.08756458014249802, + 0.11026710271835327, + 0.05356476083397865, + 0.019742948934435844, + 0.021431714296340942, + 0.08877503871917725 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.428892582654953 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot, framed with documentary-style realism, captures a weary champion sitting perfectly centered on a worn wooden bench in a desolate, silent locker room. His sweat-dampened black hair clings to his forehead, his muscular shoulders slump with exhaustion, and a simple white towel hangs from his neck. He wears only a pair of dark gym shorts, and the white bandages on his hands are partially untied, dangling loosely. His face, etched with the physical toll of his victory, is a mask of exhaustion; his gaze is unfocused and glassy, staring past the camera into an unseen distance. Beside him, a massive, gleaming golden trophy sits on the bench, close yet pointedly overlooked, its polished surface catching the cold, sterile light from a single overhead fluorescent bulb, casting a bright, almost mocking reflection against the drab, gray concrete walls and the recessed metal lockers that line the room. He took a slow, deep breath, barely lifting his chest, and then let out a deliberately heavy, audible sigh, as if draining away the last of his energy, his body slumping further. The cheers of victory were a forgotten echo, replaced by the deep, hollow emptiness of the silent room and the grim reality of victory's consequences.", + "seed": 12489, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_3/index_6580_seed_12489_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.026003287825733423, + "vlm_logprob": -0.026003287825733423, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.026003287825733423, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a weary champion sitting perfectly centered on a worn wooden bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing dark gym shorts with white bandages on his hands that are partially untied and dangling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive, gleaming golden trophy visible on the bench beside the character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a desolate, silent locker room with drab gray concrete walls and recessed metal lockers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05209333822131157 + ], + "opposite_logprob_tokens": [ + -3.302093267440796 + ], + "logprob_reward": -0.05209333822131157, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.05209333822131157, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18802616000175476, + 0.10713458806276321, + 0.02628283016383648, + 0.06629855185747147, + 0.11009641736745834, + 0.037723246961832047, + 0.06343650817871094, + 0.08284889161586761, + 0.23556692898273468, + 0.08258587121963501 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.05209333822131157 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a weary champion sitting perfectly centered on a worn wooden bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing dark gym shorts with white bandages on his hands that are partially untied and dangling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive, gleaming golden trophy visible on the bench beside the character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a desolate, silent locker room with drab gray concrete walls and recessed metal lockers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371654078364372 + ], + "opposite_logprob_tokens": [ + -3.4087164402008057 + ], + "logprob_reward": -0.03371654078364372, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371654078364372, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10351435840129852, + 0.2803008556365967, + 0.1083424836397171, + 0.0726175382733345, + 0.03979502245783806, + 0.06517434865236282, + 0.05821434035897255, + 0.03167206048965454, + 0.17645739018917084, + 0.06391162425279617 + ], + "top_frames": [ + 1, + 8, + 2 + ], + "selected_reward": -0.03371654078364372 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a weary champion sitting perfectly centered on a worn wooden bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing dark gym shorts with white bandages on his hands that are partially untied and dangling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive, gleaming golden trophy visible on the bench beside the character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a desolate, silent locker room with drab gray concrete walls and recessed metal lockers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978908035904169 + ], + "opposite_logprob_tokens": [ + -4.634788990020752 + ], + "logprob_reward": -0.00978908035904169, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978908035904169, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.058851029723882675, + 0.18870145082473755, + 0.07875721156597137, + 0.022792762145400047, + 0.0854312926530838, + 0.11120907217264175, + 0.043136514723300934, + 0.09552232921123505, + 0.23362325131893158, + 0.0819750428199768 + ], + "top_frames": [ + 8, + 1, + 5 + ], + "selected_reward": -0.00978908035904169 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a weary champion sitting perfectly centered on a worn wooden bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing dark gym shorts with white bandages on his hands that are partially untied and dangling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive, gleaming golden trophy visible on the bench beside the character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a desolate, silent locker room with drab gray concrete walls and recessed metal lockers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004632811527699232 + ], + "opposite_logprob_tokens": [ + -5.379632949829102 + ], + "logprob_reward": -0.004632811527699232, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004632811527699232, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08274248987436295, + 0.056999918073415756, + 0.10833863168954849, + 0.06863223016262054, + 0.06897624582052231, + 0.08344584703445435, + 0.04499250650405884, + 0.29445287585258484, + 0.08950232714414597, + 0.10191690176725388 + ], + "top_frames": [ + 7, + 2, + 9 + ], + "selected_reward": -0.004632811527699232 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a weary champion sitting perfectly centered on a worn wooden bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing dark gym shorts with white bandages on his hands that are partially untied and dangling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive, gleaming golden trophy visible on the bench beside the character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a desolate, silent locker room with drab gray concrete walls and recessed metal lockers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0297846682369709 + ], + "opposite_logprob_tokens": [ + -3.529784679412842 + ], + "logprob_reward": -0.0297846682369709, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.0297846682369709, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.160709947347641, + 0.13528427481651306, + 0.03640633821487427, + 0.039028801023960114, + 0.090047687292099, + 0.05136888474225998, + 0.14355702698230743, + 0.08693934231996536, + 0.07252998650074005, + 0.18412773311138153 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.0297846682369709 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot, framed with documentary-style realism, captures a weary champion sitting perfectly centered on a worn wooden bench in a desolate, silent locker room. His sweat-dampened black hair clings to his forehead, his muscular shoulders slump with exhaustion, and a simple white towel hangs from his neck. He wears only a pair of dark gym shorts, and the white bandages on his hands are partially untied, dangling loosely. His face, etched with the physical toll of his victory, is a mask of exhaustion; his gaze is unfocused and glassy, staring past the camera into an unseen distance. Beside him, a massive, gleaming golden trophy sits on the bench, close yet pointedly overlooked, its polished surface catching the cold, sterile light from a single overhead fluorescent bulb, casting a bright, almost mocking reflection against the drab, gray concrete walls and the recessed metal lockers that line the room. He took a slow, deep breath, barely lifting his chest, and then let out a deliberately heavy, audible sigh, as if draining away the last of his energy, his body slumping further. The cheers of victory were a forgotten echo, replaced by the deep, hollow emptiness of the silent room and the grim reality of victory's consequences.", + "seed": 12490, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_3/index_6580_seed_12490_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04254497829824686, + "vlm_logprob": -0.04254497829824686, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.04254497829824686, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a weary champion sitting perfectly centered on a worn wooden bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing dark gym shorts with white bandages on his hands that are partially untied and dangling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive, gleaming golden trophy visible on the bench beside the character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a desolate, silent locker room with drab gray concrete walls and recessed metal lockers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.041223105043172836 + ], + "opposite_logprob_tokens": [ + -3.4162230491638184 + ], + "logprob_reward": -0.041223105043172836, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.041223105043172836, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19316920638084412, + 0.0796419158577919, + 0.09878026694059372, + 0.09187926352024078, + 0.10924403369426727, + 0.05027461424469948, + 0.07214394211769104, + 0.07695581018924713, + 0.09031992405653, + 0.13759095966815948 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.041223105043172836 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a weary champion sitting perfectly centered on a worn wooden bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing dark gym shorts with white bandages on his hands that are partially untied and dangling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive, gleaming golden trophy visible on the bench beside the character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a desolate, silent locker room with drab gray concrete walls and recessed metal lockers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023307988420128822 + ], + "opposite_logprob_tokens": [ + -3.773308038711548 + ], + "logprob_reward": -0.023307988420128822, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023307988420128822, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2605767250061035, + 0.10397917777299881, + 0.12308283895254135, + 0.030785920098423958, + 0.11242467910051346, + 0.03367041051387787, + 0.0795273408293724, + 0.0628216564655304, + 0.044252607971429825, + 0.14887867867946625 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.023307988420128822 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a weary champion sitting perfectly centered on a worn wooden bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing dark gym shorts with white bandages on his hands that are partially untied and dangling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive, gleaming golden trophy visible on the bench beside the character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a desolate, silent locker room with drab gray concrete walls and recessed metal lockers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811015188694 + ], + "opposite_logprob_tokens": [ + -3.2881102561950684 + ], + "logprob_reward": -0.03811015188694, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811015188694, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2629314661026001, + 0.03796987235546112, + 0.03010036051273346, + 0.040400292724370956, + 0.1215895488858223, + 0.07172078639268875, + 0.11280844360589981, + 0.06733004003763199, + 0.10476991534233093, + 0.15037928521633148 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.03811015188694 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a weary champion sitting perfectly centered on a worn wooden bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing dark gym shorts with white bandages on his hands that are partially untied and dangling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive, gleaming golden trophy visible on the bench beside the character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a desolate, silent locker room with drab gray concrete walls and recessed metal lockers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009776449762284756 + ], + "opposite_logprob_tokens": [ + -4.634776592254639 + ], + "logprob_reward": -0.009776449762284756, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009776449762284756, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11200371384620667, + 0.06663763523101807, + 0.07659215480089188, + 0.052414000034332275, + 0.4068734645843506, + 0.10062156617641449, + 0.011589933186769485, + 0.03260169178247452, + 0.03576642647385597, + 0.10489938408136368 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.009776449762284756 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a weary champion sitting perfectly centered on a worn wooden bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing dark gym shorts with white bandages on his hands that are partially untied and dangling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive, gleaming golden trophy visible on the bench beside the character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a desolate, silent locker room with drab gray concrete walls and recessed metal lockers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10030719637870789 + ], + "opposite_logprob_tokens": [ + -2.3503072261810303 + ], + "logprob_reward": -0.10030719637870789, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10030719637870789, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36767318844795227, + 0.11480126529932022, + 0.03872881829738617, + 0.03994319960474968, + 0.1776822805404663, + 0.04762904345989227, + 0.059412721544504166, + 0.03246191889047623, + 0.043015122413635254, + 0.07865254580974579 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.10030719637870789 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_4/index_tensor([7168, 7168])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_4/index_tensor([7168, 7168])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..21d8ffbcc3c2601207a2fd3d07e23a670eba7237 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_4/index_tensor([7168, 7168])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level medium shot captures a scene rendered entirely in the style of traditional Chinese ink painting. A lone, elegant shovel, its long handle depicted in a confident stroke of dark ink, stands amidst dark, fertile soil, layered with rich, moist grays and blacks. Nearby, a handheld sprayer, rendered with minimalist, economical brushstrokes, emits a fine mist of fertilizer. The atomized particles are captured as soft, diffuse clouds of light gray ink, gently drifting downward. These particles settle onto the dark ground like fine dust, subtly punctuated by rich washes of ink. The entire monochrome composition, executed with bold, expressive brushstrokes on a surface with the visible fibrous texture of rice paper, evokes a tranquil and poetic atmosphere, before the entire image pauses for a moment and smoothly fades to black.", + "seed": 12397, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_4/index_7168_seed_12397_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.4936244135722518, + "vlm_logprob": -0.4936244135722518, + "vlm_yes_no_margin": 1.75, + "vlm_token_credit": -0.4936244135722518, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a traditional Chinese ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone shovel with a long handle visible standing in dark, fertile soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a handheld sprayer emitting a fine mist of fertilizer visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video display the visible fibrous texture of rice paper as the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video smoothly fade to black at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0268937349319458 + ], + "opposite_logprob_tokens": [ + -3.6518936157226562 + ], + "logprob_reward": -0.0268937349319458, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.0268937349319458, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6965504884719849, + 0.0772145688533783, + 0.043807633221149445, + 0.031027888879179955, + 0.019306089729070663, + 0.02064889296889305, + 0.015917880460619926, + 0.02719031274318695, + 0.026690088212490082, + 0.04164618253707886 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.0268937349319458 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a traditional Chinese ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone shovel with a long handle visible standing in dark, fertile soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a handheld sprayer emitting a fine mist of fertilizer visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video display the visible fibrous texture of rice paper as the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video smoothly fade to black at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10039011389017105 + ], + "opposite_logprob_tokens": [ + -2.3503901958465576 + ], + "logprob_reward": -0.10039011389017105, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10039011389017105, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.8494494557380676, + 0.03693490847945213, + 0.028478335589170456, + 0.014838432893157005, + 0.013446223922073841, + 0.010350427590310574, + 0.007777225226163864, + 0.01789034530520439, + 0.009938995353877544, + 0.010895607993006706 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.10039011389017105 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a traditional Chinese ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone shovel with a long handle visible standing in dark, fertile soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a handheld sprayer emitting a fine mist of fertilizer visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video display the visible fibrous texture of rice paper as the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video smoothly fade to black at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8262028098106384 + ], + "opposite_logprob_tokens": [ + -0.5762028098106384 + ], + "logprob_reward": -0.8262028098106384, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8262028098106384, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.7172490954399109, + 0.07718300819396973, + 0.04106397554278374, + 0.024850575253367424, + 0.03759441152215004, + 0.019554732367396355, + 0.015015793964266777, + 0.015211770310997963, + 0.021996771916747093, + 0.030279839411377907 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.8262028098106384 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a traditional Chinese ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone shovel with a long handle visible standing in dark, fertile soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a handheld sprayer emitting a fine mist of fertilizer visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video display the visible fibrous texture of rice paper as the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video smoothly fade to black at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012558544985949993 + ], + "opposite_logprob_tokens": [ + -4.387558460235596 + ], + "logprob_reward": -0.012558544985949993, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012558544985949993, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5132558941841125, + 0.15333187580108643, + 0.068404920399189, + 0.03684394806623459, + 0.04709651321172714, + 0.037054527550935745, + 0.025828834623098373, + 0.03765757754445076, + 0.03155329450964928, + 0.048972539603710175 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.012558544985949993 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a traditional Chinese ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone shovel with a long handle visible standing in dark, fertile soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a handheld sprayer emitting a fine mist of fertilizer visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video display the visible fibrous texture of rice paper as the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video smoothly fade to black at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.5020768642425537 + ], + "opposite_logprob_tokens": [ + -0.2520769238471985 + ], + "logprob_reward": -1.5020768642425537, + "yes_no_margin_reward": -1.25, + "token_credit_reward": -1.5020768642425537, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.7442427277565002, + 0.056424472481012344, + 0.022537868469953537, + 0.02197820320725441, + 0.02173004299402237, + 0.02679717168211937, + 0.015557554550468922, + 0.026150256395339966, + 0.02881922759115696, + 0.035762522369623184 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -1.5020768642425537 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "No" + ] + }, + { + "prompt": "static, eye-level medium shot captures a scene rendered entirely in the style of traditional Chinese ink painting. A lone, elegant shovel, its long handle depicted in a confident stroke of dark ink, stands amidst dark, fertile soil, layered with rich, moist grays and blacks. Nearby, a handheld sprayer, rendered with minimalist, economical brushstrokes, emits a fine mist of fertilizer. The atomized particles are captured as soft, diffuse clouds of light gray ink, gently drifting downward. These particles settle onto the dark ground like fine dust, subtly punctuated by rich washes of ink. The entire monochrome composition, executed with bold, expressive brushstrokes on a surface with the visible fibrous texture of rice paper, evokes a tranquil and poetic atmosphere, before the entire image pauses for a moment and smoothly fades to black.", + "seed": 12398, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_4/index_7168_seed_12398_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.5827300421893596, + "vlm_logprob": -0.5827300421893596, + "vlm_yes_no_margin": 1.35, + "vlm_token_credit": -0.5827300421893596, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a traditional Chinese ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone shovel with a long handle visible standing in dark, fertile soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a handheld sprayer emitting a fine mist of fertilizer visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video display the visible fibrous texture of rice paper as the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video smoothly fade to black at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020847247913479805 + ], + "opposite_logprob_tokens": [ + -3.8958473205566406 + ], + "logprob_reward": -0.020847247913479805, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020847247913479805, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2862933874130249, + 0.23701493442058563, + 0.03078358992934227, + 0.07874593883752823, + 0.10563516616821289, + 0.14500732719898224, + 0.05036125332117081, + 0.02294071950018406, + 0.028065284714102745, + 0.015152454376220703 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.020847247913479805 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a traditional Chinese ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone shovel with a long handle visible standing in dark, fertile soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a handheld sprayer emitting a fine mist of fertilizer visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video display the visible fibrous texture of rice paper as the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video smoothly fade to black at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3135048449039459 + ], + "opposite_logprob_tokens": [ + -1.3135048151016235 + ], + "logprob_reward": -0.3135048449039459, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3135048449039459, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13328617811203003, + 0.08059123158454895, + 0.09214293211698532, + 0.06953395903110504, + 0.4751358926296234, + 0.03930618241429329, + 0.03436892107129097, + 0.031141357496380806, + 0.02372673526406288, + 0.02076668292284012 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.3135048449039459 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a traditional Chinese ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone shovel with a long handle visible standing in dark, fertile soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a handheld sprayer emitting a fine mist of fertilizer visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video display the visible fibrous texture of rice paper as the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video smoothly fade to black at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.053894281387329 + ], + "opposite_logprob_tokens": [ + -0.4288942813873291 + ], + "logprob_reward": -1.053894281387329, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.053894281387329, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.23254436254501343, + 0.2257319688796997, + 0.10260691493749619, + 0.05301320552825928, + 0.24470211565494537, + 0.03356211259961128, + 0.023031186312437057, + 0.027730517089366913, + 0.024554189294576645, + 0.03252340480685234 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -1.053894281387329 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a traditional Chinese ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone shovel with a long handle visible standing in dark, fertile soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a handheld sprayer emitting a fine mist of fertilizer visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video display the visible fibrous texture of rice paper as the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video smoothly fade to black at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023316839709877968 + ], + "opposite_logprob_tokens": [ + -3.7733168601989746 + ], + "logprob_reward": -0.023316839709877968, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023316839709877968, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09943195432424545, + 0.08901861310005188, + 0.04152996838092804, + 0.09545840322971344, + 0.457733154296875, + 0.09661734849214554, + 0.04068121314048767, + 0.058315880596637726, + 0.009027172811329365, + 0.012186222709715366 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.023316839709877968 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a traditional Chinese ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone shovel with a long handle visible standing in dark, fertile soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a handheld sprayer emitting a fine mist of fertilizer visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video display the visible fibrous texture of rice paper as the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video smoothly fade to black at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.5020869970321655 + ], + "opposite_logprob_tokens": [ + -0.2520870268344879 + ], + "logprob_reward": -1.5020869970321655, + "yes_no_margin_reward": -1.25, + "token_credit_reward": -1.5020869970321655, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.5219438076019287, + 0.22781963646411896, + 0.02862718142569065, + 0.026613472029566765, + 0.08711320161819458, + 0.02599935419857502, + 0.026928426697850227, + 0.021187009289860725, + 0.019902460277080536, + 0.013865518383681774 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -1.5020869970321655 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "No" + ] + }, + { + "prompt": "static, eye-level medium shot captures a scene rendered entirely in the style of traditional Chinese ink painting. A lone, elegant shovel, its long handle depicted in a confident stroke of dark ink, stands amidst dark, fertile soil, layered with rich, moist grays and blacks. Nearby, a handheld sprayer, rendered with minimalist, economical brushstrokes, emits a fine mist of fertilizer. The atomized particles are captured as soft, diffuse clouds of light gray ink, gently drifting downward. These particles settle onto the dark ground like fine dust, subtly punctuated by rich washes of ink. The entire monochrome composition, executed with bold, expressive brushstrokes on a surface with the visible fibrous texture of rice paper, evokes a tranquil and poetic atmosphere, before the entire image pauses for a moment and smoothly fades to black.", + "seed": 12399, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_4/index_7168_seed_12399_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2751224318519235, + "vlm_logprob": -0.2751224318519235, + "vlm_yes_no_margin": 2.25, + "vlm_token_credit": -0.2751224318519235, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a traditional Chinese ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone shovel with a long handle visible standing in dark, fertile soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a handheld sprayer emitting a fine mist of fertilizer visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video display the visible fibrous texture of rice paper as the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video smoothly fade to black at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038978446274995804 + ], + "opposite_logprob_tokens": [ + -3.288978338241577 + ], + "logprob_reward": -0.038978446274995804, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038978446274995804, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2652432918548584, + 0.06750722974538803, + 0.04900838062167168, + 0.05504149943590164, + 0.044204991310834885, + 0.09214074164628983, + 0.054421696811914444, + 0.1405903398990631, + 0.13416054844856262, + 0.09768125414848328 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.038978446274995804 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a traditional Chinese ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone shovel with a long handle visible standing in dark, fertile soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a handheld sprayer emitting a fine mist of fertilizer visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video display the visible fibrous texture of rice paper as the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video smoothly fade to black at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07007594406604767 + ], + "opposite_logprob_tokens": [ + -2.6950759887695312 + ], + "logprob_reward": -0.07007594406604767, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07007594406604767, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2525309920310974, + 0.148713618516922, + 0.08742239326238632, + 0.08884453028440475, + 0.07347875088453293, + 0.04487496241927147, + 0.028199978172779083, + 0.03762095421552658, + 0.04579304903745651, + 0.19252078235149384 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.07007594406604767 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a traditional Chinese ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone shovel with a long handle visible standing in dark, fertile soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a handheld sprayer emitting a fine mist of fertilizer visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video display the visible fibrous texture of rice paper as the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video smoothly fade to black at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0539250373840332 + ], + "opposite_logprob_tokens": [ + -0.4289250373840332 + ], + "logprob_reward": -1.0539250373840332, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.0539250373840332, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.18375585973262787, + 0.07825727760791779, + 0.05397278815507889, + 0.02831859700381756, + 0.06399228423833847, + 0.06136428192257881, + 0.02726413495838642, + 0.02834163047373295, + 0.03525034338235855, + 0.4394828677177429 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -1.0539250373840332 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a traditional Chinese ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone shovel with a long handle visible standing in dark, fertile soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a handheld sprayer emitting a fine mist of fertilizer visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video display the visible fibrous texture of rice paper as the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video smoothly fade to black at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011088416911661625 + ], + "opposite_logprob_tokens": [ + -4.5110883712768555 + ], + "logprob_reward": -0.011088416911661625, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011088416911661625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1718507707118988, + 0.07743450999259949, + 0.06520131975412369, + 0.09570315480232239, + 0.1572338044643402, + 0.10085366666316986, + 0.05536194145679474, + 0.04764996096491814, + 0.08675449341535568, + 0.1419563740491867 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.011088416911661625 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a traditional Chinese ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone shovel with a long handle visible standing in dark, fertile soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a handheld sprayer emitting a fine mist of fertilizer visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video display the visible fibrous texture of rice paper as the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video smoothly fade to black at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20154431462287903 + ], + "opposite_logprob_tokens": [ + -1.7015442848205566 + ], + "logprob_reward": -0.20154431462287903, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20154431462287903, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12457648664712906, + 0.08222696185112, + 0.03866225481033325, + 0.04724990949034691, + 0.04077501967549324, + 0.05014125630259514, + 0.027813594788312912, + 0.06604969501495361, + 0.09307531267404556, + 0.4294295310974121 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.20154431462287903 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot captures a scene rendered entirely in the style of traditional Chinese ink painting. A lone, elegant shovel, its long handle depicted in a confident stroke of dark ink, stands amidst dark, fertile soil, layered with rich, moist grays and blacks. Nearby, a handheld sprayer, rendered with minimalist, economical brushstrokes, emits a fine mist of fertilizer. The atomized particles are captured as soft, diffuse clouds of light gray ink, gently drifting downward. These particles settle onto the dark ground like fine dust, subtly punctuated by rich washes of ink. The entire monochrome composition, executed with bold, expressive brushstrokes on a surface with the visible fibrous texture of rice paper, evokes a tranquil and poetic atmosphere, before the entire image pauses for a moment and smoothly fades to black.", + "seed": 12400, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_4/index_7168_seed_12400_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.3938568864017725, + "vlm_logprob": -0.3938568864017725, + "vlm_yes_no_margin": 2.0249999880790712, + "vlm_token_credit": -0.3938568864017725, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a traditional Chinese ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone shovel with a long handle visible standing in dark, fertile soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a handheld sprayer emitting a fine mist of fertilizer visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video display the visible fibrous texture of rice paper as the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video smoothly fade to black at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023985574021935463 + ], + "opposite_logprob_tokens": [ + -3.7739856243133545 + ], + "logprob_reward": -0.023985574021935463, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023985574021935463, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7592363357543945, + 0.027775654569268227, + 0.03952319175004959, + 0.014925224706530571, + 0.030026840046048164, + 0.005685093346983194, + 0.009680299088358879, + 0.004619233775883913, + 0.015444333665072918, + 0.09308377653360367 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.023985574021935463 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a traditional Chinese ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone shovel with a long handle visible standing in dark, fertile soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a handheld sprayer emitting a fine mist of fertilizer visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video display the visible fibrous texture of rice paper as the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video smoothly fade to black at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07904980331659317 + ], + "opposite_logprob_tokens": [ + -2.579049825668335 + ], + "logprob_reward": -0.07904980331659317, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07904980331659317, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5586771965026855, + 0.10442830622196198, + 0.04940579831600189, + 0.017702912911772728, + 0.045154426246881485, + 0.011961892247200012, + 0.013710225000977516, + 0.014347509481012821, + 0.006385668646544218, + 0.17822609841823578 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.07904980331659317 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a traditional Chinese ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone shovel with a long handle visible standing in dark, fertile soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a handheld sprayer emitting a fine mist of fertilizer visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video display the visible fibrous texture of rice paper as the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video smoothly fade to black at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328632831573486 + ], + "opposite_logprob_tokens": [ + -0.7578632831573486 + ], + "logprob_reward": -0.6328632831573486, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328632831573486, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18234755098819733, + 0.014469992369413376, + 0.026810890063643456, + 0.0019057387253269553, + 0.004944141488522291, + 0.010873612947762012, + 0.0021429513581097126, + 0.0049071782268583775, + 0.0029424100648611784, + 0.7486555576324463 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.6328632831573486 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a traditional Chinese ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone shovel with a long handle visible standing in dark, fertile soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a handheld sprayer emitting a fine mist of fertilizer visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video display the visible fibrous texture of rice paper as the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video smoothly fade to black at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009789198637008667 + ], + "opposite_logprob_tokens": [ + -4.634788990020752 + ], + "logprob_reward": -0.009789198637008667, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009789198637008667, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10542415082454681, + 0.02805466391146183, + 0.033824898302555084, + 0.0321107842028141, + 0.08518573641777039, + 0.01460614986717701, + 0.006809993647038937, + 0.00780105497688055, + 0.007222469430416822, + 0.6789600849151611 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.009789198637008667 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video a traditional Chinese ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone shovel with a long handle visible standing in dark, fertile soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a handheld sprayer emitting a fine mist of fertilizer visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video display the visible fibrous texture of rice paper as the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video smoothly fade to black at the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2235965728759766 + ], + "opposite_logprob_tokens": [ + -0.3485965132713318 + ], + "logprob_reward": -1.2235965728759766, + "yes_no_margin_reward": -0.8750000596046448, + "token_credit_reward": -1.2235965728759766, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.04062160849571228, + 0.09421870857477188, + 0.04566686600446701, + 0.04722445458173752, + 0.028808951377868652, + 0.15113931894302368, + 0.015101584605872631, + 0.023122036829590797, + 0.042792417109012604, + 0.5113040208816528 + ], + "top_frames": [ + 9, + 5, + 1 + ], + "selected_reward": -1.2235965728759766 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_5/index_tensor([4168, 4168])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_5/index_tensor([4168, 4168])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e8ac7536c15d5028ecb5404eac35135540b03763 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_5/index_tensor([4168, 4168])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An immersive first-person perspective, the camera pans and pans smoothly with the body's movements. Within the frame, a pair of slender, powerful hands tightly grasp an ancient longsword. The dark leather wrapped around the hilt has a warm patina from ageless wear. The slender blade gleams with a cold, restrained metallic luster under the soft, diffuse light filtering through the mist. You are perched atop a precipitous mountain, the jagged rock beneath your feet, surrounded by thick, flowing clouds, which gather and dissipate, occasionally revealing the indigo-hued outlines of the distant mountains, like an ink painting. With a deep breath, you raise the sword with steady composure, launching into a flowing sword dance. Each swing is precise and powerful, the tip of the sword tracing graceful, sharp silver arcs through the air, emitting a soft, sharp whistling sound as it slices through the mist. Your body lunges, spins, and stretches, its wide white linen sleeves fluttering in the air, seemingly merging with the flowing mist. The entire movement is seamless and rhythmic, each stretch awakening dormant ancient veins, imbued with a fusion of focus, tranquility, and strength. The surrounding landscape, the twisting ancient pines, the shifting mist, and the trajectory of your body and blade are all composed of elegant, flowing lines. Against a predominant palette of cool gray and indigo, they create a dynamic, solitary, and profound artistic conception.", + "seed": 26689, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_5/index_4168_seed_26689_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0351154844276607, + "vlm_logprob": -0.0351154844276607, + "vlm_yes_no_margin": 3.824999952316284, + "vlm_token_credit": -0.0351154844276607, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective showing the character's hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the character's hands grasping an ancient longsword with dark leather wrapped around the hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character perform a flowing sword dance involving lunges, spins, and stretches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a precipitous mountain with jagged rocks, thick flowing clouds, and distant indigo-hued mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly in sync with the body's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0405566468834877 + ], + "opposite_logprob_tokens": [ + -3.2905566692352295 + ], + "logprob_reward": -0.0405566468834877, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.0405566468834877, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18498723208904266, + 0.07716050744056702, + 0.09369067847728729, + 0.07479121536016464, + 0.119923435151577, + 0.1530558466911316, + 0.026238588616251945, + 0.033663369715213776, + 0.11280687153339386, + 0.12368228286504745 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.0405566468834877 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective showing the character's hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the character's hands grasping an ancient longsword with dark leather wrapped around the hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character perform a flowing sword dance involving lunges, spins, and stretches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a precipitous mountain with jagged rocks, thick flowing clouds, and distant indigo-hued mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly in sync with the body's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10032099485397339 + ], + "opposite_logprob_tokens": [ + -2.350321054458618 + ], + "logprob_reward": -0.10032099485397339, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10032099485397339, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07815294712781906, + 0.15336111187934875, + 0.20180317759513855, + 0.058402515947818756, + 0.03946005553007126, + 0.18181286752223969, + 0.04365408420562744, + 0.02365989051759243, + 0.1572405993938446, + 0.062452830374240875 + ], + "top_frames": [ + 2, + 5, + 8 + ], + "selected_reward": -0.10032099485397339 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective showing the character's hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the character's hands grasping an ancient longsword with dark leather wrapped around the hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character perform a flowing sword dance involving lunges, spins, and stretches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a precipitous mountain with jagged rocks, thick flowing clouds, and distant indigo-hued mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly in sync with the body's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978671945631504 + ], + "opposite_logprob_tokens": [ + -4.634786605834961 + ], + "logprob_reward": -0.00978671945631504, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978671945631504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07712108641862869, + 0.0826462060213089, + 0.16382278501987457, + 0.14996591210365295, + 0.10388707369565964, + 0.1818053424358368, + 0.046993885189294815, + 0.04525434598326683, + 0.0880177766084671, + 0.0604855939745903 + ], + "top_frames": [ + 5, + 2, + 3 + ], + "selected_reward": -0.00978671945631504 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective showing the character's hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the character's hands grasping an ancient longsword with dark leather wrapped around the hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character perform a flowing sword dance involving lunges, spins, and stretches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a precipitous mountain with jagged rocks, thick flowing clouds, and distant indigo-hued mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly in sync with the body's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006734886672347784 + ], + "opposite_logprob_tokens": [ + -5.006734848022461 + ], + "logprob_reward": -0.006734886672347784, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006734886672347784, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13667656481266022, + 0.08094076812267303, + 0.12253563851118088, + 0.25401994585990906, + 0.08461623638868332, + 0.07991229742765427, + 0.05334705486893654, + 0.059585440903902054, + 0.08917635679244995, + 0.03918968141078949 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.006734886672347784 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective showing the character's hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the character's hands grasping an ancient longsword with dark leather wrapped around the hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character perform a flowing sword dance involving lunges, spins, and stretches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a precipitous mountain with jagged rocks, thick flowing clouds, and distant indigo-hued mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly in sync with the body's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018178174272179604 + ], + "opposite_logprob_tokens": [ + -4.0181779861450195 + ], + "logprob_reward": -0.018178174272179604, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018178174272179604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08647439628839493, + 0.08814820647239685, + 0.22693145275115967, + 0.19046448171138763, + 0.06431121379137039, + 0.08722330629825592, + 0.0748240053653717, + 0.05996319279074669, + 0.07136483490467072, + 0.05029485747218132 + ], + "top_frames": [ + 2, + 3, + 1 + ], + "selected_reward": -0.018178174272179604 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An immersive first-person perspective, the camera pans and pans smoothly with the body's movements. Within the frame, a pair of slender, powerful hands tightly grasp an ancient longsword. The dark leather wrapped around the hilt has a warm patina from ageless wear. The slender blade gleams with a cold, restrained metallic luster under the soft, diffuse light filtering through the mist. You are perched atop a precipitous mountain, the jagged rock beneath your feet, surrounded by thick, flowing clouds, which gather and dissipate, occasionally revealing the indigo-hued outlines of the distant mountains, like an ink painting. With a deep breath, you raise the sword with steady composure, launching into a flowing sword dance. Each swing is precise and powerful, the tip of the sword tracing graceful, sharp silver arcs through the air, emitting a soft, sharp whistling sound as it slices through the mist. Your body lunges, spins, and stretches, its wide white linen sleeves fluttering in the air, seemingly merging with the flowing mist. The entire movement is seamless and rhythmic, each stretch awakening dormant ancient veins, imbued with a fusion of focus, tranquility, and strength. The surrounding landscape, the twisting ancient pines, the shifting mist, and the trajectory of your body and blade are all composed of elegant, flowing lines. Against a predominant palette of cool gray and indigo, they create a dynamic, solitary, and profound artistic conception.", + "seed": 26690, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_5/index_4168_seed_26690_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.023672835156321525, + "vlm_logprob": -0.023672835156321525, + "vlm_yes_no_margin": 4.3, + "vlm_token_credit": -0.023672835156321525, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective showing the character's hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the character's hands grasping an ancient longsword with dark leather wrapped around the hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character perform a flowing sword dance involving lunges, spins, and stretches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a precipitous mountain with jagged rocks, thick flowing clouds, and distant indigo-hued mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly in sync with the body's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021912138909101486 + ], + "opposite_logprob_tokens": [ + -3.896912097930908 + ], + "logprob_reward": -0.021912138909101486, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.021912138909101486, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09709104150533676, + 0.06013872101902962, + 0.13247564435005188, + 0.37927886843681335, + 0.03767648711800575, + 0.04118003696203232, + 0.0217240359634161, + 0.06073591485619545, + 0.11245439946651459, + 0.05724494531750679 + ], + "top_frames": [ + 3, + 2, + 8 + ], + "selected_reward": -0.021912138909101486 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective showing the character's hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the character's hands grasping an ancient longsword with dark leather wrapped around the hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character perform a flowing sword dance involving lunges, spins, and stretches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a precipitous mountain with jagged rocks, thick flowing clouds, and distant indigo-hued mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly in sync with the body's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002370804548264 + ], + "opposite_logprob_tokens": [ + -2.695023775100708 + ], + "logprob_reward": -0.07002370804548264, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002370804548264, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09081883728504181, + 0.06936883181333542, + 0.1831836998462677, + 0.17127713561058044, + 0.0945214107632637, + 0.09051376581192017, + 0.06740012019872665, + 0.07330401986837387, + 0.10708748549222946, + 0.052524641156196594 + ], + "top_frames": [ + 2, + 3, + 8 + ], + "selected_reward": -0.07002370804548264 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective showing the character's hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the character's hands grasping an ancient longsword with dark leather wrapped around the hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character perform a flowing sword dance involving lunges, spins, and stretches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a precipitous mountain with jagged rocks, thick flowing clouds, and distant indigo-hued mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly in sync with the body's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004640405531972647 + ], + "opposite_logprob_tokens": [ + -5.379640579223633 + ], + "logprob_reward": -0.004640405531972647, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004640405531972647, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10425961762666702, + 0.048627447336912155, + 0.07722404599189758, + 0.29224008321762085, + 0.11587227880954742, + 0.1250438094139099, + 0.03539903461933136, + 0.052020296454429626, + 0.0606703944504261, + 0.08864295482635498 + ], + "top_frames": [ + 3, + 5, + 4 + ], + "selected_reward": -0.004640405531972647 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective showing the character's hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the character's hands grasping an ancient longsword with dark leather wrapped around the hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character perform a flowing sword dance involving lunges, spins, and stretches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a precipitous mountain with jagged rocks, thick flowing clouds, and distant indigo-hued mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly in sync with the body's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036137294955551624 + ], + "opposite_logprob_tokens": [ + -5.6286139488220215 + ], + "logprob_reward": -0.0036137294955551624, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036137294955551624, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2333601713180542, + 0.05584234744310379, + 0.13064062595367432, + 0.061527784913778305, + 0.04403733089566231, + 0.2078370898962021, + 0.04852216690778732, + 0.06946378201246262, + 0.0502622164785862, + 0.09850651770830154 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.0036137294955551624 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective showing the character's hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the character's hands grasping an ancient longsword with dark leather wrapped around the hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character perform a flowing sword dance involving lunges, spins, and stretches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a precipitous mountain with jagged rocks, thick flowing clouds, and distant indigo-hued mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly in sync with the body's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018174193799495697 + ], + "opposite_logprob_tokens": [ + -4.018174171447754 + ], + "logprob_reward": -0.018174193799495697, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018174193799495697, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15554721653461456, + 0.06340900808572769, + 0.05982713773846626, + 0.09381672739982605, + 0.07116761803627014, + 0.26258108019828796, + 0.04027947038412094, + 0.09607662260532379, + 0.042751606553792953, + 0.11454349756240845 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.018174193799495697 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An immersive first-person perspective, the camera pans and pans smoothly with the body's movements. Within the frame, a pair of slender, powerful hands tightly grasp an ancient longsword. The dark leather wrapped around the hilt has a warm patina from ageless wear. The slender blade gleams with a cold, restrained metallic luster under the soft, diffuse light filtering through the mist. You are perched atop a precipitous mountain, the jagged rock beneath your feet, surrounded by thick, flowing clouds, which gather and dissipate, occasionally revealing the indigo-hued outlines of the distant mountains, like an ink painting. With a deep breath, you raise the sword with steady composure, launching into a flowing sword dance. Each swing is precise and powerful, the tip of the sword tracing graceful, sharp silver arcs through the air, emitting a soft, sharp whistling sound as it slices through the mist. Your body lunges, spins, and stretches, its wide white linen sleeves fluttering in the air, seemingly merging with the flowing mist. The entire movement is seamless and rhythmic, each stretch awakening dormant ancient veins, imbued with a fusion of focus, tranquility, and strength. The surrounding landscape, the twisting ancient pines, the shifting mist, and the trajectory of your body and blade are all composed of elegant, flowing lines. Against a predominant palette of cool gray and indigo, they create a dynamic, solitary, and profound artistic conception.", + "seed": 26691, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_5/index_4168_seed_26691_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.11320853773504495, + "vlm_logprob": -0.11320853773504495, + "vlm_yes_no_margin": 3.15, + "vlm_token_credit": -0.11320853773504495, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective showing the character's hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the character's hands grasping an ancient longsword with dark leather wrapped around the hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character perform a flowing sword dance involving lunges, spins, and stretches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a precipitous mountain with jagged rocks, thick flowing clouds, and distant indigo-hued mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly in sync with the body's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4324522316455841 + ], + "opposite_logprob_tokens": [ + -1.0574522018432617 + ], + "logprob_reward": -0.4324522316455841, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4324522316455841, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.044667214155197144, + 0.04514486715197563, + 0.05581417679786682, + 0.26872336864471436, + 0.0749925822019577, + 0.022123541682958603, + 0.025852806866168976, + 0.06628391891717911, + 0.20394539833068848, + 0.19245214760303497 + ], + "top_frames": [ + 3, + 8, + 9 + ], + "selected_reward": -0.4324522316455841 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective showing the character's hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the character's hands grasping an ancient longsword with dark leather wrapped around the hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character perform a flowing sword dance involving lunges, spins, and stretches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a precipitous mountain with jagged rocks, thick flowing clouds, and distant indigo-hued mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly in sync with the body's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904208242893219 + ], + "opposite_logprob_tokens": [ + -2.4640421867370605 + ], + "logprob_reward": -0.08904208242893219, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904208242893219, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0689060166478157, + 0.09880682080984116, + 0.16823814809322357, + 0.09347959607839584, + 0.09134799242019653, + 0.10968386381864548, + 0.028981506824493408, + 0.12631243467330933, + 0.1285516917705536, + 0.08569185435771942 + ], + "top_frames": [ + 2, + 8, + 7 + ], + "selected_reward": -0.08904208242893219 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective showing the character's hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the character's hands grasping an ancient longsword with dark leather wrapped around the hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character perform a flowing sword dance involving lunges, spins, and stretches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a precipitous mountain with jagged rocks, thick flowing clouds, and distant indigo-hued mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly in sync with the body's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014200118370354176 + ], + "opposite_logprob_tokens": [ + -4.264200210571289 + ], + "logprob_reward": -0.014200118370354176, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014200118370354176, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0646243616938591, + 0.09621438384056091, + 0.08078507333993912, + 0.19894886016845703, + 0.06595432758331299, + 0.030604885891079903, + 0.041105806827545166, + 0.2371768355369568, + 0.0768994688987732, + 0.10768603533506393 + ], + "top_frames": [ + 7, + 3, + 9 + ], + "selected_reward": -0.014200118370354176 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective showing the character's hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the character's hands grasping an ancient longsword with dark leather wrapped around the hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character perform a flowing sword dance involving lunges, spins, and stretches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a precipitous mountain with jagged rocks, thick flowing clouds, and distant indigo-hued mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly in sync with the body's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00977727584540844 + ], + "opposite_logprob_tokens": [ + -4.634777069091797 + ], + "logprob_reward": -0.00977727584540844, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00977727584540844, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08472573757171631, + 0.0457228422164917, + 0.035400163382291794, + 0.12811733782291412, + 0.10004862397909164, + 0.19608373939990997, + 0.10180462151765823, + 0.07657323032617569, + 0.14254453778266907, + 0.08897913247346878 + ], + "top_frames": [ + 5, + 8, + 3 + ], + "selected_reward": -0.00977727584540844 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective showing the character's hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the character's hands grasping an ancient longsword with dark leather wrapped around the hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character perform a flowing sword dance involving lunges, spins, and stretches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a precipitous mountain with jagged rocks, thick flowing clouds, and distant indigo-hued mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly in sync with the body's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057098038494587 + ], + "opposite_logprob_tokens": [ + -3.895570993423462 + ], + "logprob_reward": -0.02057098038494587, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057098038494587, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11016163975000381, + 0.06603828072547913, + 0.07033629715442657, + 0.08128064125776291, + 0.09542229771614075, + 0.08341626822948456, + 0.08784639090299606, + 0.08713597804307938, + 0.16519562900066376, + 0.1531665176153183 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.02057098038494587 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An immersive first-person perspective, the camera pans and pans smoothly with the body's movements. Within the frame, a pair of slender, powerful hands tightly grasp an ancient longsword. The dark leather wrapped around the hilt has a warm patina from ageless wear. The slender blade gleams with a cold, restrained metallic luster under the soft, diffuse light filtering through the mist. You are perched atop a precipitous mountain, the jagged rock beneath your feet, surrounded by thick, flowing clouds, which gather and dissipate, occasionally revealing the indigo-hued outlines of the distant mountains, like an ink painting. With a deep breath, you raise the sword with steady composure, launching into a flowing sword dance. Each swing is precise and powerful, the tip of the sword tracing graceful, sharp silver arcs through the air, emitting a soft, sharp whistling sound as it slices through the mist. Your body lunges, spins, and stretches, its wide white linen sleeves fluttering in the air, seemingly merging with the flowing mist. The entire movement is seamless and rhythmic, each stretch awakening dormant ancient veins, imbued with a fusion of focus, tranquility, and strength. The surrounding landscape, the twisting ancient pines, the shifting mist, and the trajectory of your body and blade are all composed of elegant, flowing lines. Against a predominant palette of cool gray and indigo, they create a dynamic, solitary, and profound artistic conception.", + "seed": 26692, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_5/index_4168_seed_26692_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.035625623725354674, + "vlm_logprob": -0.035625623725354674, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.035625623725354674, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective showing the character's hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the character's hands grasping an ancient longsword with dark leather wrapped around the hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character perform a flowing sword dance involving lunges, spins, and stretches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a precipitous mountain with jagged rocks, thick flowing clouds, and distant indigo-hued mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly in sync with the body's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02881477028131485 + ], + "opposite_logprob_tokens": [ + -3.6538147926330566 + ], + "logprob_reward": -0.02881477028131485, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02881477028131485, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07330212742090225, + 0.021262768656015396, + 0.04078448936343193, + 0.12946684658527374, + 0.039260078221559525, + 0.0374428853392601, + 0.2583567500114441, + 0.302055299282074, + 0.0806085541844368, + 0.01746016927063465 + ], + "top_frames": [ + 7, + 6, + 3 + ], + "selected_reward": -0.02881477028131485 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective showing the character's hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the character's hands grasping an ancient longsword with dark leather wrapped around the hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character perform a flowing sword dance involving lunges, spins, and stretches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a precipitous mountain with jagged rocks, thick flowing clouds, and distant indigo-hued mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly in sync with the body's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898040860891342 + ], + "opposite_logprob_tokens": [ + -2.5789804458618164 + ], + "logprob_reward": -0.07898040860891342, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898040860891342, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1445796638727188, + 0.13953208923339844, + 0.06976637244224548, + 0.16299667954444885, + 0.05508169159293175, + 0.11938786506652832, + 0.09175992757081985, + 0.05234768986701965, + 0.06756871938705444, + 0.09697923809289932 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.07898040860891342 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective showing the character's hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the character's hands grasping an ancient longsword with dark leather wrapped around the hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character perform a flowing sword dance involving lunges, spins, and stretches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a precipitous mountain with jagged rocks, thick flowing clouds, and distant indigo-hued mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly in sync with the body's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014199883677065372 + ], + "opposite_logprob_tokens": [ + -4.264199733734131 + ], + "logprob_reward": -0.014199883677065372, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014199883677065372, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17356422543525696, + 0.11083488911390305, + 0.07754409313201904, + 0.0962638184428215, + 0.0733906477689743, + 0.11804240942001343, + 0.06109794229269028, + 0.12373241037130356, + 0.0760495737195015, + 0.08947993069887161 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.014199883677065372 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective showing the character's hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the character's hands grasping an ancient longsword with dark leather wrapped around the hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character perform a flowing sword dance involving lunges, spins, and stretches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a precipitous mountain with jagged rocks, thick flowing clouds, and distant indigo-hued mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly in sync with the body's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026344453915953636 + ], + "opposite_logprob_tokens": [ + -3.6513445377349854 + ], + "logprob_reward": -0.026344453915953636, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026344453915953636, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1192018911242485, + 0.10643046349287033, + 0.0788460522890091, + 0.0947251170873642, + 0.09162821620702744, + 0.14527109265327454, + 0.030763469636440277, + 0.07293103635311127, + 0.03807875141501427, + 0.22212395071983337 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.026344453915953636 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective showing the character's hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the character's hands grasping an ancient longsword with dark leather wrapped around the hilt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character perform a flowing sword dance involving lunges, spins, and stretches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a precipitous mountain with jagged rocks, thick flowing clouds, and distant indigo-hued mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly in sync with the body's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029788602143526077 + ], + "opposite_logprob_tokens": [ + -3.5297884941101074 + ], + "logprob_reward": -0.029788602143526077, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029788602143526077, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0884750634431839, + 0.12556092441082, + 0.04920030012726784, + 0.08417274802923203, + 0.08623816817998886, + 0.13832992315292358, + 0.03366191312670708, + 0.12080414593219757, + 0.152112677693367, + 0.12144419550895691 + ], + "top_frames": [ + 8, + 5, + 1 + ], + "selected_reward": -0.029788602143526077 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_6/index_tensor([3152, 3152])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_6/index_tensor([3152, 3152])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..92288a8f30b310a1444579122fdcdf9bdac18b71 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_6/index_tensor([3152, 3152])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "classic Hitchcock zoom lens, from a slightly bird's-eye view, captures an ancient wooden cargo ship struggling in the turbulent black sea. The inky black waters whip up mountainous waves, their crests ripped into pale foam by the wind. The sky is overcast, and occasional flashes of lightning provide the sole source of light, momentarily illuminating everything amidst the torrential downpour. The ship's hull is a weathered, dark timber, its towering masts groaning painfully in the storm. The decks are piled high with dark brown oak barrels secured with rusty iron hoops. These barrels roll and collide perilously, clattering with a dull roar as the ship pitches devastatingly between the crests and troughs of the waves. As the camera slowly zooms forward, it simultaneously pulls back, causing the ship's size to remain nearly constant within the frame while the raging sea and swirling clouds in the background appear dramatically stretched, as if time and space itself were warping and expanding. This perfectly recreates the hallmark, dizzying dreamlike quality of Hitchcock's films, creating an inescapable, surreal atmosphere of tension and dread.", + "seed": 15748, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_6/index_3152_seed_15748_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.13959770649671555, + "vlm_logprob": -0.13959770649671555, + "vlm_yes_no_margin": 2.9, + "vlm_token_credit": -0.13959770649671555, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient wooden cargo ship with towering masts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark brown oak barrels piled high on the ship's deck, secured with rusty iron hoops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a turbulent black sea with mountainous waves topped with pale foam under an overcast sky with lightning flashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the barrels on the deck roll and collide while the ship pitches between wave crests and troughs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a simultaneous slow zoom forward and pull back, keeping the ship's size constant while stretching the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04435821622610092 + ], + "opposite_logprob_tokens": [ + -3.169358253479004 + ], + "logprob_reward": -0.04435821622610092, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04435821622610092, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15402421355247498, + 0.10395507514476776, + 0.09808565676212311, + 0.09700208902359009, + 0.05486893281340599, + 0.08998452126979828, + 0.0965559333562851, + 0.06110615283250809, + 0.20857228338718414, + 0.035845138132572174 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.04435821622610092 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient wooden cargo ship with towering masts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark brown oak barrels piled high on the ship's deck, secured with rusty iron hoops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a turbulent black sea with mountainous waves topped with pale foam under an overcast sky with lightning flashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the barrels on the deck roll and collide while the ship pitches between wave crests and troughs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a simultaneous slow zoom forward and pull back, keeping the ship's size constant while stretching the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02330181747674942 + ], + "opposite_logprob_tokens": [ + -3.773301839828491 + ], + "logprob_reward": -0.02330181747674942, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02330181747674942, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06869928538799286, + 0.09841061383485794, + 0.21622958779335022, + 0.08309624344110489, + 0.12671124935150146, + 0.11907236278057098, + 0.09620580077171326, + 0.06277229636907578, + 0.07919605821371078, + 0.04960644617676735 + ], + "top_frames": [ + 2, + 4, + 5 + ], + "selected_reward": -0.02330181747674942 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient wooden cargo ship with towering masts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark brown oak barrels piled high on the ship's deck, secured with rusty iron hoops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a turbulent black sea with mountainous waves topped with pale foam under an overcast sky with lightning flashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the barrels on the deck roll and collide while the ship pitches between wave crests and troughs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a simultaneous slow zoom forward and pull back, keeping the ship's size constant while stretching the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038103267550468445 + ], + "opposite_logprob_tokens": [ + -3.2881033420562744 + ], + "logprob_reward": -0.038103267550468445, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038103267550468445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09148609638214111, + 0.22599834203720093, + 0.1555258184671402, + 0.0850425735116005, + 0.05122138187289238, + 0.040664173662662506, + 0.07295240461826324, + 0.06322687119245529, + 0.1808626502752304, + 0.03301967680454254 + ], + "top_frames": [ + 1, + 8, + 2 + ], + "selected_reward": -0.038103267550468445 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient wooden cargo ship with towering masts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark brown oak barrels piled high on the ship's deck, secured with rusty iron hoops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a turbulent black sea with mountainous waves topped with pale foam under an overcast sky with lightning flashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the barrels on the deck roll and collide while the ship pitches between wave crests and troughs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a simultaneous slow zoom forward and pull back, keeping the ship's size constant while stretching the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016067780554294586 + ], + "opposite_logprob_tokens": [ + -4.141067981719971 + ], + "logprob_reward": -0.016067780554294586, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016067780554294586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1002323254942894, + 0.08533408492803574, + 0.07078131288290024, + 0.11713709682226181, + 0.24628716707229614, + 0.0997689887881279, + 0.05031489208340645, + 0.1094588190317154, + 0.07900748401880264, + 0.04167790338397026 + ], + "top_frames": [ + 4, + 3, + 7 + ], + "selected_reward": -0.016067780554294586 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient wooden cargo ship with towering masts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark brown oak barrels piled high on the ship's deck, secured with rusty iron hoops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a turbulent black sea with mountainous waves topped with pale foam under an overcast sky with lightning flashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the barrels on the deck roll and collide while the ship pitches between wave crests and troughs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a simultaneous slow zoom forward and pull back, keeping the ship's size constant while stretching the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761574506759644 + ], + "opposite_logprob_tokens": [ + -0.8261574506759644 + ], + "logprob_reward": -0.5761574506759644, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761574506759644, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06923520565032959, + 0.07722968608140945, + 0.1547653079032898, + 0.054782021790742874, + 0.08946285396814346, + 0.0764903649687767, + 0.0908624604344368, + 0.0958692878484726, + 0.14326302707195282, + 0.1480397880077362 + ], + "top_frames": [ + 2, + 9, + 8 + ], + "selected_reward": -0.5761574506759644 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "classic Hitchcock zoom lens, from a slightly bird's-eye view, captures an ancient wooden cargo ship struggling in the turbulent black sea. The inky black waters whip up mountainous waves, their crests ripped into pale foam by the wind. The sky is overcast, and occasional flashes of lightning provide the sole source of light, momentarily illuminating everything amidst the torrential downpour. The ship's hull is a weathered, dark timber, its towering masts groaning painfully in the storm. The decks are piled high with dark brown oak barrels secured with rusty iron hoops. These barrels roll and collide perilously, clattering with a dull roar as the ship pitches devastatingly between the crests and troughs of the waves. As the camera slowly zooms forward, it simultaneously pulls back, causing the ship's size to remain nearly constant within the frame while the raging sea and swirling clouds in the background appear dramatically stretched, as if time and space itself were warping and expanding. This perfectly recreates the hallmark, dizzying dreamlike quality of Hitchcock's films, creating an inescapable, surreal atmosphere of tension and dread.", + "seed": 15749, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_6/index_3152_seed_15749_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.13721941839903593, + "vlm_logprob": -0.13721941839903593, + "vlm_yes_no_margin": 2.825, + "vlm_token_credit": -0.13721941839903593, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient wooden cargo ship with towering masts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark brown oak barrels piled high on the ship's deck, secured with rusty iron hoops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a turbulent black sea with mountainous waves topped with pale foam under an overcast sky with lightning flashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the barrels on the deck roll and collide while the ship pitches between wave crests and troughs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a simultaneous slow zoom forward and pull back, keeping the ship's size constant while stretching the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.090131476521492 + ], + "opposite_logprob_tokens": [ + -2.4651315212249756 + ], + "logprob_reward": -0.090131476521492, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.090131476521492, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3599099814891815, + 0.08326265215873718, + 0.11075302213430405, + 0.04844756796956062, + 0.04464412108063698, + 0.042333368211984634, + 0.020013904199004173, + 0.01603117398917675, + 0.10135000199079514, + 0.17325423657894135 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.090131476521492 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient wooden cargo ship with towering masts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark brown oak barrels piled high on the ship's deck, secured with rusty iron hoops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a turbulent black sea with mountainous waves topped with pale foam under an overcast sky with lightning flashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the barrels on the deck roll and collide while the ship pitches between wave crests and troughs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a simultaneous slow zoom forward and pull back, keeping the ship's size constant while stretching the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03372311219573021 + ], + "opposite_logprob_tokens": [ + -3.4087231159210205 + ], + "logprob_reward": -0.03372311219573021, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03372311219573021, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16959096491336823, + 0.0633164718747139, + 0.043040111660957336, + 0.02408895455300808, + 0.02003432624042034, + 0.029003428295254707, + 0.02346942573785782, + 0.04726214334368706, + 0.09180601686239243, + 0.48838821053504944 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.03372311219573021 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient wooden cargo ship with towering masts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark brown oak barrels piled high on the ship's deck, secured with rusty iron hoops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a turbulent black sea with mountainous waves topped with pale foam under an overcast sky with lightning flashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the barrels on the deck roll and collide while the ship pitches between wave crests and troughs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a simultaneous slow zoom forward and pull back, keeping the ship's size constant while stretching the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026348400861024857 + ], + "opposite_logprob_tokens": [ + -3.651348352432251 + ], + "logprob_reward": -0.026348400861024857, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026348400861024857, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15299564599990845, + 0.06645023822784424, + 0.025139205157756805, + 0.05415668338537216, + 0.03501613065600395, + 0.09666699171066284, + 0.09424520283937454, + 0.03462904691696167, + 0.06871633231639862, + 0.3719845414161682 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.026348400861024857 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient wooden cargo ship with towering masts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark brown oak barrels piled high on the ship's deck, secured with rusty iron hoops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a turbulent black sea with mountainous waves topped with pale foam under an overcast sky with lightning flashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the barrels on the deck roll and collide while the ship pitches between wave crests and troughs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a simultaneous slow zoom forward and pull back, keeping the ship's size constant while stretching the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012541121803224087 + ], + "opposite_logprob_tokens": [ + -4.3875412940979 + ], + "logprob_reward": -0.012541121803224087, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012541121803224087, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.055931206792593, + 0.03609618917107582, + 0.0478721484541893, + 0.08231770992279053, + 0.03816140070557594, + 0.031160738319158554, + 0.12502935528755188, + 0.04630008712410927, + 0.06583870202302933, + 0.47129249572753906 + ], + "top_frames": [ + 9, + 6, + 3 + ], + "selected_reward": -0.012541121803224087 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient wooden cargo ship with towering masts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark brown oak barrels piled high on the ship's deck, secured with rusty iron hoops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a turbulent black sea with mountainous waves topped with pale foam under an overcast sky with lightning flashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the barrels on the deck roll and collide while the ship pitches between wave crests and troughs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a simultaneous slow zoom forward and pull back, keeping the ship's size constant while stretching the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233529806137085 + ], + "opposite_logprob_tokens": [ + -0.8983529806137085 + ], + "logprob_reward": -0.5233529806137085, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233529806137085, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13788264989852905, + 0.09292033314704895, + 0.1126088947057724, + 0.10885173082351685, + 0.1001933217048645, + 0.07326012849807739, + 0.06774556636810303, + 0.08187195658683777, + 0.08151592314243317, + 0.1431494653224945 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.5233529806137085 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "classic Hitchcock zoom lens, from a slightly bird's-eye view, captures an ancient wooden cargo ship struggling in the turbulent black sea. The inky black waters whip up mountainous waves, their crests ripped into pale foam by the wind. The sky is overcast, and occasional flashes of lightning provide the sole source of light, momentarily illuminating everything amidst the torrential downpour. The ship's hull is a weathered, dark timber, its towering masts groaning painfully in the storm. The decks are piled high with dark brown oak barrels secured with rusty iron hoops. These barrels roll and collide perilously, clattering with a dull roar as the ship pitches devastatingly between the crests and troughs of the waves. As the camera slowly zooms forward, it simultaneously pulls back, causing the ship's size to remain nearly constant within the frame while the raging sea and swirling clouds in the background appear dramatically stretched, as if time and space itself were warping and expanding. This perfectly recreates the hallmark, dizzying dreamlike quality of Hitchcock's films, creating an inescapable, surreal atmosphere of tension and dread.", + "seed": 15750, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_6/index_3152_seed_15750_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.13594224620610476, + "vlm_logprob": -0.13594224620610476, + "vlm_yes_no_margin": 3.049999952316284, + "vlm_token_credit": -0.13594224620610476, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient wooden cargo ship with towering masts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark brown oak barrels piled high on the ship's deck, secured with rusty iron hoops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a turbulent black sea with mountainous waves topped with pale foam under an overcast sky with lightning flashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the barrels on the deck roll and collide while the ship pitches between wave crests and troughs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a simultaneous slow zoom forward and pull back, keeping the ship's size constant while stretching the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.019209541380405426 + ], + "opposite_logprob_tokens": [ + -4.019209384918213 + ], + "logprob_reward": -0.019209541380405426, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.019209541380405426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17410054802894592, + 0.10916267335414886, + 0.08758342266082764, + 0.04639220982789993, + 0.1319626271724701, + 0.12116213142871857, + 0.0419183112680912, + 0.1715811789035797, + 0.05880192667245865, + 0.05733496695756912 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.019209541380405426 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient wooden cargo ship with towering masts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark brown oak barrels piled high on the ship's deck, secured with rusty iron hoops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a turbulent black sea with mountainous waves topped with pale foam under an overcast sky with lightning flashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the barrels on the deck roll and collide while the ship pitches between wave crests and troughs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a simultaneous slow zoom forward and pull back, keeping the ship's size constant while stretching the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811003640294075 + ], + "opposite_logprob_tokens": [ + -3.2881100177764893 + ], + "logprob_reward": -0.03811003640294075, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811003640294075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17885862290859222, + 0.3381726145744324, + 0.0754546970129013, + 0.03763502836227417, + 0.033564791083335876, + 0.13379505276679993, + 0.10286522656679153, + 0.031784895807504654, + 0.034440312534570694, + 0.033428750932216644 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.03811003640294075 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient wooden cargo ship with towering masts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark brown oak barrels piled high on the ship's deck, secured with rusty iron hoops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a turbulent black sea with mountainous waves topped with pale foam under an overcast sky with lightning flashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the barrels on the deck roll and collide while the ship pitches between wave crests and troughs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a simultaneous slow zoom forward and pull back, keeping the ship's size constant while stretching the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012536530382931232 + ], + "opposite_logprob_tokens": [ + -4.387536525726318 + ], + "logprob_reward": -0.012536530382931232, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012536530382931232, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1269449144601822, + 0.3020990192890167, + 0.06855709850788116, + 0.03162287920713425, + 0.03689794987440109, + 0.14116507768630981, + 0.053081002086400986, + 0.035619232803583145, + 0.16038717329502106, + 0.04362557455897331 + ], + "top_frames": [ + 1, + 8, + 5 + ], + "selected_reward": -0.012536530382931232 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient wooden cargo ship with towering masts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark brown oak barrels piled high on the ship's deck, secured with rusty iron hoops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a turbulent black sea with mountainous waves topped with pale foam under an overcast sky with lightning flashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the barrels on the deck roll and collide while the ship pitches between wave crests and troughs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a simultaneous slow zoom forward and pull back, keeping the ship's size constant while stretching the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369671851396561 + ], + "opposite_logprob_tokens": [ + -3.4086966514587402 + ], + "logprob_reward": -0.03369671851396561, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369671851396561, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0886276364326477, + 0.18661931157112122, + 0.11652348190546036, + 0.04020756483078003, + 0.052451103925704956, + 0.1458827257156372, + 0.08076974749565125, + 0.0398111529648304, + 0.2021697461605072, + 0.0469374842941761 + ], + "top_frames": [ + 8, + 1, + 5 + ], + "selected_reward": -0.03369671851396561 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient wooden cargo ship with towering masts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark brown oak barrels piled high on the ship's deck, secured with rusty iron hoops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a turbulent black sea with mountainous waves topped with pale foam under an overcast sky with lightning flashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the barrels on the deck roll and collide while the ship pitches between wave crests and troughs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a simultaneous slow zoom forward and pull back, keeping the ship's size constant while stretching the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761584043502808 + ], + "opposite_logprob_tokens": [ + -0.8261584043502808 + ], + "logprob_reward": -0.5761584043502808, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761584043502808, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09507650136947632, + 0.2695055305957794, + 0.12216085195541382, + 0.019504236057400703, + 0.023588508367538452, + 0.20272064208984375, + 0.08724498003721237, + 0.09720804542303085, + 0.0417778454720974, + 0.041212815791368484 + ], + "top_frames": [ + 1, + 5, + 2 + ], + "selected_reward": -0.5761584043502808 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "classic Hitchcock zoom lens, from a slightly bird's-eye view, captures an ancient wooden cargo ship struggling in the turbulent black sea. The inky black waters whip up mountainous waves, their crests ripped into pale foam by the wind. The sky is overcast, and occasional flashes of lightning provide the sole source of light, momentarily illuminating everything amidst the torrential downpour. The ship's hull is a weathered, dark timber, its towering masts groaning painfully in the storm. The decks are piled high with dark brown oak barrels secured with rusty iron hoops. These barrels roll and collide perilously, clattering with a dull roar as the ship pitches devastatingly between the crests and troughs of the waves. As the camera slowly zooms forward, it simultaneously pulls back, causing the ship's size to remain nearly constant within the frame while the raging sea and swirling clouds in the background appear dramatically stretched, as if time and space itself were warping and expanding. This perfectly recreates the hallmark, dizzying dreamlike quality of Hitchcock's films, creating an inescapable, surreal atmosphere of tension and dread.", + "seed": 15751, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_6/index_3152_seed_15751_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.16912891082465648, + "vlm_logprob": -0.16912891082465648, + "vlm_yes_no_margin": 3.075, + "vlm_token_credit": -0.16912891082465648, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient wooden cargo ship with towering masts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark brown oak barrels piled high on the ship's deck, secured with rusty iron hoops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a turbulent black sea with mountainous waves topped with pale foam under an overcast sky with lightning flashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the barrels on the deck roll and collide while the ship pitches between wave crests and troughs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a simultaneous slow zoom forward and pull back, keeping the ship's size constant while stretching the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.019347522407770157 + ], + "opposite_logprob_tokens": [ + -4.019347667694092 + ], + "logprob_reward": -0.019347522407770157, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.019347522407770157, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4891107976436615, + 0.0269883181899786, + 0.029661962762475014, + 0.09759365767240524, + 0.06151914224028587, + 0.05294400453567505, + 0.0720156729221344, + 0.03176814317703247, + 0.08807753771543503, + 0.050320740789175034 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.019347522407770157 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient wooden cargo ship with towering masts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark brown oak barrels piled high on the ship's deck, secured with rusty iron hoops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a turbulent black sea with mountainous waves topped with pale foam under an overcast sky with lightning flashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the barrels on the deck roll and collide while the ship pitches between wave crests and troughs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a simultaneous slow zoom forward and pull back, keeping the ship's size constant while stretching the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058872953057289 + ], + "opposite_logprob_tokens": [ + -3.8955886363983154 + ], + "logprob_reward": -0.02058872953057289, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058872953057289, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15527166426181793, + 0.022557595744729042, + 0.014455320313572884, + 0.02310064248740673, + 0.1139666810631752, + 0.05155790224671364, + 0.019583728164434433, + 0.06981653720140457, + 0.29944851994514465, + 0.23024141788482666 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.02058872953057289 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient wooden cargo ship with towering masts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark brown oak barrels piled high on the ship's deck, secured with rusty iron hoops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a turbulent black sea with mountainous waves topped with pale foam under an overcast sky with lightning flashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the barrels on the deck roll and collide while the ship pitches between wave crests and troughs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a simultaneous slow zoom forward and pull back, keeping the ship's size constant while stretching the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369152918457985 + ], + "opposite_logprob_tokens": [ + -3.408691644668579 + ], + "logprob_reward": -0.03369152918457985, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369152918457985, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30737289786338806, + 0.06444941461086273, + 0.02676924131810665, + 0.06422974169254303, + 0.042838871479034424, + 0.03780302405357361, + 0.015314435586333275, + 0.053232308477163315, + 0.3016839325428009, + 0.0863061174750328 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.03369152918457985 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient wooden cargo ship with towering masts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark brown oak barrels piled high on the ship's deck, secured with rusty iron hoops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a turbulent black sea with mountainous waves topped with pale foam under an overcast sky with lightning flashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the barrels on the deck roll and collide while the ship pitches between wave crests and troughs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a simultaneous slow zoom forward and pull back, keeping the ship's size constant while stretching the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014193067327141762 + ], + "opposite_logprob_tokens": [ + -4.264193058013916 + ], + "logprob_reward": -0.014193067327141762, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014193067327141762, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3049445152282715, + 0.024128228425979614, + 0.023893216624855995, + 0.0566251277923584, + 0.0799601823091507, + 0.036589786410331726, + 0.05201287567615509, + 0.09455451369285583, + 0.19008566439151764, + 0.1372058242559433 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.014193067327141762 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient wooden cargo ship with towering masts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are dark brown oak barrels piled high on the ship's deck, secured with rusty iron hoops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a turbulent black sea with mountainous waves topped with pale foam under an overcast sky with lightning flashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the barrels on the deck roll and collide while the ship pitches between wave crests and troughs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a simultaneous slow zoom forward and pull back, keeping the ship's size constant while stretching the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578237056732178 + ], + "opposite_logprob_tokens": [ + -0.6328237056732178 + ], + "logprob_reward": -0.7578237056732178, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578237056732178, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.26042816042900085, + 0.04654383659362793, + 0.036372676491737366, + 0.07362766563892365, + 0.07601509988307953, + 0.08041524887084961, + 0.02022329531610012, + 0.04352908581495285, + 0.22351695597171783, + 0.13932806253433228 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.7578237056732178 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_7/index_tensor([6920, 6920])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_7/index_tensor([6920, 6920])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..10bc7d345e080fb97ebce9526ab58ea9af727c26 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_7/index_tensor([6920, 6920])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Shot from a slightly elevated angle, the extreme wide shot begins with a slow, majestic sideways trajectory across the deep, silent abyss. Ethereal pillars of sunlight penetrate the distant surface, creating a shifting divine light that illuminates countless particles of marine snow drifting in the current. The water itself is a breathtaking gradient, transitioning from a brilliant cyan near the top to a deep, mysterious indigo in the unseen depths below. At the center of this vast azure void, a lone sea turtle swims serenely, its form diminutive against the vast backdrop. It propels itself forward with the powerful yet graceful, slow, rhythmic sweeps of its enormous front flippers, each movement deliberate and effortless. The light captures the intricate mosaic of its brown and olive-green carapace and the leathery, ancient texture of its skin, creating a solitary, majestic figure on an endless journey through the tranquil grandeur of the underwater world, evoking an atmosphere of tranquil solitude.", + "seed": 20675, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_7/index_6920_seed_20675_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.14975783408153803, + "vlm_logprob": -0.14975783408153803, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.14975783408153803, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a gradient transitioning from cyan at the top to deep indigo below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone sea turtle visible swimming at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the turtle move using slow, rhythmic sweeps of its enormous front flippers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the turtle's carapace visible with a brown and olive-green mosaic pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme wide shot with a slow sideways trajectory?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027257239446043968 + ], + "opposite_logprob_tokens": [ + -3.652257204055786 + ], + "logprob_reward": -0.027257239446043968, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.027257239446043968, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04659518599510193, + 0.012595388107001781, + 0.013188621960580349, + 0.02629673294723034, + 0.05376375466585159, + 0.03001139871776104, + 0.019196856766939163, + 0.02878716215491295, + 0.3868928551673889, + 0.3826720714569092 + ], + "top_frames": [ + 8, + 9, + 4 + ], + "selected_reward": -0.027257239446043968 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a gradient transitioning from cyan at the top to deep indigo below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone sea turtle visible swimming at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the turtle move using slow, rhythmic sweeps of its enormous front flippers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the turtle's carapace visible with a brown and olive-green mosaic pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme wide shot with a slow sideways trajectory?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001348301419056952 + ], + "opposite_logprob_tokens": [ + -6.626348495483398 + ], + "logprob_reward": -0.001348301419056952, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.001348301419056952, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08667119592428207, + 0.04932638630270958, + 0.034224290400743484, + 0.036566201597452164, + 0.10643967986106873, + 0.04507660120725632, + 0.036462195217609406, + 0.03219803422689438, + 0.1962612420320511, + 0.3767741322517395 + ], + "top_frames": [ + 9, + 8, + 4 + ], + "selected_reward": -0.001348301419056952 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a gradient transitioning from cyan at the top to deep indigo below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone sea turtle visible swimming at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the turtle move using slow, rhythmic sweeps of its enormous front flippers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the turtle's carapace visible with a brown and olive-green mosaic pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme wide shot with a slow sideways trajectory?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018186835572123528 + ], + "opposite_logprob_tokens": [ + -4.018187046051025 + ], + "logprob_reward": -0.018186835572123528, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018186835572123528, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05052408203482628, + 0.036870166659355164, + 0.024515658617019653, + 0.04711137339472771, + 0.025541070848703384, + 0.05921507254242897, + 0.05495802313089371, + 0.05669547617435455, + 0.3908655345439911, + 0.25370359420776367 + ], + "top_frames": [ + 8, + 9, + 5 + ], + "selected_reward": -0.018186835572123528 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a gradient transitioning from cyan at the top to deep indigo below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone sea turtle visible swimming at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the turtle move using slow, rhythmic sweeps of its enormous front flippers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the turtle's carapace visible with a brown and olive-green mosaic pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme wide shot with a slow sideways trajectory?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008640995249152184 + ], + "opposite_logprob_tokens": [ + -4.758640766143799 + ], + "logprob_reward": -0.008640995249152184, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008640995249152184, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08410020917654037, + 0.06322044134140015, + 0.08021487295627594, + 0.03157319873571396, + 0.026369847357273102, + 0.05400187522172928, + 0.04943652078509331, + 0.03592804819345474, + 0.07756919413805008, + 0.49758589267730713 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.008640995249152184 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a gradient transitioning from cyan at the top to deep indigo below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone sea turtle visible swimming at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the turtle move using slow, rhythmic sweeps of its enormous front flippers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the turtle's carapace visible with a brown and olive-green mosaic pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme wide shot with a slow sideways trajectory?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933557987213135 + ], + "opposite_logprob_tokens": [ + -0.6933557987213135 + ], + "logprob_reward": -0.6933557987213135, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933557987213135, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.09069173038005829, + 0.07455472648143768, + 0.05441535264253616, + 0.05839645862579346, + 0.06077742949128151, + 0.03819431737065315, + 0.06228915601968765, + 0.11896459013223648, + 0.3985138535499573, + 0.04320239648222923 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.6933557987213135 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "Shot from a slightly elevated angle, the extreme wide shot begins with a slow, majestic sideways trajectory across the deep, silent abyss. Ethereal pillars of sunlight penetrate the distant surface, creating a shifting divine light that illuminates countless particles of marine snow drifting in the current. The water itself is a breathtaking gradient, transitioning from a brilliant cyan near the top to a deep, mysterious indigo in the unseen depths below. At the center of this vast azure void, a lone sea turtle swims serenely, its form diminutive against the vast backdrop. It propels itself forward with the powerful yet graceful, slow, rhythmic sweeps of its enormous front flippers, each movement deliberate and effortless. The light captures the intricate mosaic of its brown and olive-green carapace and the leathery, ancient texture of its skin, creating a solitary, majestic figure on an endless journey through the tranquil grandeur of the underwater world, evoking an atmosphere of tranquil solitude.", + "seed": 20676, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_7/index_6920_seed_20676_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1832327676936984, + "vlm_logprob": -0.1832327676936984, + "vlm_yes_no_margin": 2.675000011920929, + "vlm_token_credit": -0.1832327676936984, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a gradient transitioning from cyan at the top to deep indigo below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone sea turtle visible swimming at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the turtle move using slow, rhythmic sweeps of its enormous front flippers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the turtle's carapace visible with a brown and olive-green mosaic pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme wide shot with a slow sideways trajectory?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3889109492301941 + ], + "opposite_logprob_tokens": [ + -1.1389110088348389 + ], + "logprob_reward": -0.3889109492301941, + "yes_no_margin_reward": 0.7500000596046448, + "token_credit_reward": -0.3889109492301941, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.057928506284952164, + 0.44825178384780884, + 0.0299956314265728, + 0.016369814053177834, + 0.04090173542499542, + 0.021651199087500572, + 0.10417921096086502, + 0.09313706308603287, + 0.07517633587121964, + 0.11240877956151962 + ], + "top_frames": [ + 1, + 9, + 6 + ], + "selected_reward": -0.3889109492301941 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a gradient transitioning from cyan at the top to deep indigo below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone sea turtle visible swimming at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the turtle move using slow, rhythmic sweeps of its enormous front flippers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the turtle's carapace visible with a brown and olive-green mosaic pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme wide shot with a slow sideways trajectory?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014202586375176907 + ], + "opposite_logprob_tokens": [ + -4.26420259475708 + ], + "logprob_reward": -0.014202586375176907, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014202586375176907, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1348530352115631, + 0.14115315675735474, + 0.3604815900325775, + 0.051641013473272324, + 0.09294074028730392, + 0.05367186293005943, + 0.0549456849694252, + 0.0714002177119255, + 0.022952305153012276, + 0.015960387885570526 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.014202586375176907 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a gradient transitioning from cyan at the top to deep indigo below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone sea turtle visible swimming at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the turtle move using slow, rhythmic sweeps of its enormous front flippers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the turtle's carapace visible with a brown and olive-green mosaic pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme wide shot with a slow sideways trajectory?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018190698698163033 + ], + "opposite_logprob_tokens": [ + -4.018190860748291 + ], + "logprob_reward": -0.018190698698163033, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018190698698163033, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09466476738452911, + 0.14725008606910706, + 0.2649562656879425, + 0.03308062255382538, + 0.05051111429929733, + 0.06959528475999832, + 0.08519694209098816, + 0.09444081783294678, + 0.0902007520198822, + 0.07010338455438614 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.018190698698163033 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a gradient transitioning from cyan at the top to deep indigo below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone sea turtle visible swimming at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the turtle move using slow, rhythmic sweeps of its enormous front flippers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the turtle's carapace visible with a brown and olive-green mosaic pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme wide shot with a slow sideways trajectory?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020586160942912102 + ], + "opposite_logprob_tokens": [ + -3.8955862522125244 + ], + "logprob_reward": -0.020586160942912102, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020586160942912102, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13996975123882294, + 0.2337103635072708, + 0.14886374771595, + 0.038645848631858826, + 0.09243199974298477, + 0.10313646495342255, + 0.07315083593130112, + 0.09605535864830017, + 0.03837999328970909, + 0.03565562888979912 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.020586160942912102 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a gradient transitioning from cyan at the top to deep indigo below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone sea turtle visible swimming at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the turtle move using slow, rhythmic sweeps of its enormous front flippers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the turtle's carapace visible with a brown and olive-green mosaic pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme wide shot with a slow sideways trajectory?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4742734432220459 + ], + "opposite_logprob_tokens": [ + -0.9742734432220459 + ], + "logprob_reward": -0.4742734432220459, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4742734432220459, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11529204249382019, + 0.2068633735179901, + 0.2700481712818146, + 0.04049919545650482, + 0.0473010428249836, + 0.0640948936343193, + 0.060399312525987625, + 0.029268871992826462, + 0.03779018297791481, + 0.1284429430961609 + ], + "top_frames": [ + 2, + 1, + 9 + ], + "selected_reward": -0.4742734432220459 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot from a slightly elevated angle, the extreme wide shot begins with a slow, majestic sideways trajectory across the deep, silent abyss. Ethereal pillars of sunlight penetrate the distant surface, creating a shifting divine light that illuminates countless particles of marine snow drifting in the current. The water itself is a breathtaking gradient, transitioning from a brilliant cyan near the top to a deep, mysterious indigo in the unseen depths below. At the center of this vast azure void, a lone sea turtle swims serenely, its form diminutive against the vast backdrop. It propels itself forward with the powerful yet graceful, slow, rhythmic sweeps of its enormous front flippers, each movement deliberate and effortless. The light captures the intricate mosaic of its brown and olive-green carapace and the leathery, ancient texture of its skin, creating a solitary, majestic figure on an endless journey through the tranquil grandeur of the underwater world, evoking an atmosphere of tranquil solitude.", + "seed": 20677, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_7/index_6920_seed_20677_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.11506941351108253, + "vlm_logprob": -0.11506941351108253, + "vlm_yes_no_margin": 3.775, + "vlm_token_credit": -0.11506941351108253, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a gradient transitioning from cyan at the top to deep indigo below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone sea turtle visible swimming at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the turtle move using slow, rhythmic sweeps of its enormous front flippers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the turtle's carapace visible with a brown and olive-green mosaic pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme wide shot with a slow sideways trajectory?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007661955431103706 + ], + "opposite_logprob_tokens": [ + -5.007661819458008 + ], + "logprob_reward": -0.007661955431103706, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.007661955431103706, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3421713411808014, + 0.3521004319190979, + 0.11159341037273407, + 0.05649438500404358, + 0.025798428803682327, + 0.03168513998389244, + 0.017064860090613365, + 0.024812154471874237, + 0.024033449590206146, + 0.014246408827602863 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.007661955431103706 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a gradient transitioning from cyan at the top to deep indigo below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone sea turtle visible swimming at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the turtle move using slow, rhythmic sweeps of its enormous front flippers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the turtle's carapace visible with a brown and olive-green mosaic pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme wide shot with a slow sideways trajectory?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032031440641731024 + ], + "opposite_logprob_tokens": [ + -5.75320291519165 + ], + "logprob_reward": -0.0032031440641731024, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032031440641731024, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7061519622802734, + 0.20426468551158905, + 0.013844411820173264, + 0.013657706789672375, + 0.00698031997308135, + 0.007445101626217365, + 0.0066379704512655735, + 0.024617193266749382, + 0.012077700346708298, + 0.004322958178818226 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.0032031440641731024 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a gradient transitioning from cyan at the top to deep indigo below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone sea turtle visible swimming at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the turtle move using slow, rhythmic sweeps of its enormous front flippers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the turtle's carapace visible with a brown and olive-green mosaic pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme wide shot with a slow sideways trajectory?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020581956952810287 + ], + "opposite_logprob_tokens": [ + -3.8955819606781006 + ], + "logprob_reward": -0.020581956952810287, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020581956952810287, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7830462455749512, + 0.09094741940498352, + 0.04801707714796066, + 0.012540137395262718, + 0.008560359477996826, + 0.00692345667630434, + 0.016539787873625755, + 0.016040582209825516, + 0.010757499374449253, + 0.006627444177865982 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.020581956952810287 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a gradient transitioning from cyan at the top to deep indigo below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone sea turtle visible swimming at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the turtle move using slow, rhythmic sweeps of its enormous front flippers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the turtle's carapace visible with a brown and olive-green mosaic pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme wide shot with a slow sideways trajectory?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020587561652064323 + ], + "opposite_logprob_tokens": [ + -3.89558744430542 + ], + "logprob_reward": -0.020587561652064323, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020587561652064323, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.660408616065979, + 0.18492421507835388, + 0.08738525956869125, + 0.01989763043820858, + 0.005775174591690302, + 0.006960972212255001, + 0.008831853978335857, + 0.013737372122704983, + 0.0077377972193062305, + 0.004341111518442631 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.020587561652064323 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a gradient transitioning from cyan at the top to deep indigo below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone sea turtle visible swimming at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the turtle move using slow, rhythmic sweeps of its enormous front flippers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the turtle's carapace visible with a brown and olive-green mosaic pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme wide shot with a slow sideways trajectory?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233124494552612 + ], + "opposite_logprob_tokens": [ + -0.8983124494552612 + ], + "logprob_reward": -0.5233124494552612, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233124494552612, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6026617884635925, + 0.27855736017227173, + 0.06608043611049652, + 0.015175445936620235, + 0.005561213940382004, + 0.008401633240282536, + 0.0046711512841284275, + 0.007414152380079031, + 0.007351863197982311, + 0.004124957602471113 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.5233124494552612 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot from a slightly elevated angle, the extreme wide shot begins with a slow, majestic sideways trajectory across the deep, silent abyss. Ethereal pillars of sunlight penetrate the distant surface, creating a shifting divine light that illuminates countless particles of marine snow drifting in the current. The water itself is a breathtaking gradient, transitioning from a brilliant cyan near the top to a deep, mysterious indigo in the unseen depths below. At the center of this vast azure void, a lone sea turtle swims serenely, its form diminutive against the vast backdrop. It propels itself forward with the powerful yet graceful, slow, rhythmic sweeps of its enormous front flippers, each movement deliberate and effortless. The light captures the intricate mosaic of its brown and olive-green carapace and the leathery, ancient texture of its skin, creating a solitary, majestic figure on an endless journey through the tranquil grandeur of the underwater world, evoking an atmosphere of tranquil solitude.", + "seed": 20678, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_7/index_6920_seed_20678_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.13921444565057756, + "vlm_logprob": -0.13921444565057756, + "vlm_yes_no_margin": 3.475, + "vlm_token_credit": -0.13921444565057756, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a gradient transitioning from cyan at the top to deep indigo below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone sea turtle visible swimming at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the turtle move using slow, rhythmic sweeps of its enormous front flippers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the turtle's carapace visible with a brown and olive-green mosaic pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme wide shot with a slow sideways trajectory?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010713205672800541 + ], + "opposite_logprob_tokens": [ + -4.63571310043335 + ], + "logprob_reward": -0.010713205672800541, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.010713205672800541, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.639548122882843, + 0.04779452458024025, + 0.03710928559303284, + 0.032672811299562454, + 0.04478668421506882, + 0.06930919736623764, + 0.012559790164232254, + 0.055067386478185654, + 0.0412290096282959, + 0.01992320828139782 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.010713205672800541 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a gradient transitioning from cyan at the top to deep indigo below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone sea turtle visible swimming at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the turtle move using slow, rhythmic sweeps of its enormous front flippers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the turtle's carapace visible with a brown and olive-green mosaic pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme wide shot with a slow sideways trajectory?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059604281559586525 + ], + "opposite_logprob_tokens": [ + -5.130960464477539 + ], + "logprob_reward": -0.0059604281559586525, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059604281559586525, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6145803928375244, + 0.06411977112293243, + 0.027587363496422768, + 0.02431555464863777, + 0.027581505477428436, + 0.09103428572416306, + 0.044011637568473816, + 0.03607303649187088, + 0.05184699222445488, + 0.018849452957510948 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.0059604281559586525 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a gradient transitioning from cyan at the top to deep indigo below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone sea turtle visible swimming at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the turtle move using slow, rhythmic sweeps of its enormous front flippers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the turtle's carapace visible with a brown and olive-green mosaic pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme wide shot with a slow sideways trajectory?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329261600971222 + ], + "opposite_logprob_tokens": [ + -3.7732925415039062 + ], + "logprob_reward": -0.02329261600971222, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329261600971222, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24184010922908783, + 0.0569496750831604, + 0.052504416555166245, + 0.03243393450975418, + 0.02426985651254654, + 0.1288251131772995, + 0.03347110003232956, + 0.29218631982803345, + 0.10977475345134735, + 0.027744730934500694 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.02329261600971222 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a gradient transitioning from cyan at the top to deep indigo below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone sea turtle visible swimming at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the turtle move using slow, rhythmic sweeps of its enormous front flippers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the turtle's carapace visible with a brown and olive-green mosaic pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme wide shot with a slow sideways trajectory?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023299021646380424 + ], + "opposite_logprob_tokens": [ + -3.773298978805542 + ], + "logprob_reward": -0.023299021646380424, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023299021646380424, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6254369616508484, + 0.06695789843797684, + 0.022227445617318153, + 0.013535280711948872, + 0.031715456396341324, + 0.07906366139650345, + 0.015616892836987972, + 0.053024254739284515, + 0.07784754037857056, + 0.0145745649933815 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.023299021646380424 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a gradient transitioning from cyan at the top to deep indigo below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone sea turtle visible swimming at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the turtle move using slow, rhythmic sweeps of its enormous front flippers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the turtle's carapace visible with a brown and olive-green mosaic pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme wide shot with a slow sideways trajectory?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328069567680359 + ], + "opposite_logprob_tokens": [ + -0.7578069567680359 + ], + "logprob_reward": -0.6328069567680359, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328069567680359, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.44365552067756653, + 0.1390494406223297, + 0.04896942898631096, + 0.048248838633298874, + 0.024386823177337646, + 0.04213402792811394, + 0.018749162554740906, + 0.07977265864610672, + 0.13761915266513824, + 0.01741495542228222 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.6328069567680359 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_8/index_tensor([6733, 6733])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_8/index_tensor([6733, 6733])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..93abc5ab8bc3b2d95fd7a9420eb35fa2fdd43a68 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_8/index_tensor([6733, 6733])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "smooth, slightly low-angle tracking shot follows a sleek, modern black sedan, its glossy paint reflecting the ambient light like liquid obsidian. Its bright white LED headlights slice sharply through the deepening twilight as it steadily glides from left to right across a wide, multi-lane asphalt road. The sidewalk is clearly marked with large, red and white directional arrows, their colors vibrant against the dark surface. In the background, a dense cityscape of towering glass and steel skyscrapers stands against a dramatic sky, ablaze with the warm golden glow of sunset, transitioning to a deep blue overhead. A prominent neon \"Dining Club\" sign hums, casting a vibrant pink and blue glow on the street and the sides of passing vehicles. The camera perfectly matches the car's constant speed, creating a fluid and captivating sense of movement, capturing the city's complex, electric atmosphere as it shifts from day to night.", + "seed": 1212, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_8/index_6733_seed_1212_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02974498104304075, + "vlm_logprob": -0.02974498104304075, + "vlm_yes_no_margin": 4.225, + "vlm_token_credit": -0.02974498104304075, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, modern black sedan with glossy paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the car's headlights bright white LEDs that slice through the twilight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car moving steadily from left to right across a wide, multi-lane asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dense cityscape of glass and steel skyscrapers with a sunset sky transitioning to deep blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth tracking shot matching the car's speed from a slightly low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0034248526208102703 + ], + "opposite_logprob_tokens": [ + -5.753424644470215 + ], + "logprob_reward": -0.0034248526208102703, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0034248526208102703, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.01399773359298706, + 0.017585447058081627, + 0.0071296291425824165, + 0.01856018602848053, + 0.7642255425453186, + 0.019245877861976624, + 0.015463304705917835, + 0.008845189586281776, + 0.012948909774422646, + 0.12199810147285461 + ], + "top_frames": [ + 4, + 9, + 5 + ], + "selected_reward": -0.0034248526208102703 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, modern black sedan with glossy paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the car's headlights bright white LEDs that slice through the twilight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car moving steadily from left to right across a wide, multi-lane asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dense cityscape of glass and steel skyscrapers with a sunset sky transitioning to deep blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth tracking shot matching the car's speed from a slightly low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904251456260681 + ], + "opposite_logprob_tokens": [ + -2.4640424251556396 + ], + "logprob_reward": -0.08904251456260681, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904251456260681, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02536024898290634, + 0.024190424010157585, + 0.02203681506216526, + 0.02579769492149353, + 0.7758999466896057, + 0.02172423154115677, + 0.00683623319491744, + 0.031168188899755478, + 0.03940287232398987, + 0.027583329007029533 + ], + "top_frames": [ + 4, + 8, + 7 + ], + "selected_reward": -0.08904251456260681 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, modern black sedan with glossy paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the car's headlights bright white LEDs that slice through the twilight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car moving steadily from left to right across a wide, multi-lane asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dense cityscape of glass and steel skyscrapers with a sunset sky transitioning to deep blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth tracking shot matching the car's speed from a slightly low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023279454559087753 + ], + "opposite_logprob_tokens": [ + -3.7732794284820557 + ], + "logprob_reward": -0.023279454559087753, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023279454559087753, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.020624663680791855, + 0.0321170873939991, + 0.031871408224105835, + 0.042872536927461624, + 0.7200555801391602, + 0.02306401915848255, + 0.024070141837000847, + 0.03631133586168289, + 0.01562308706343174, + 0.05339011549949646 + ], + "top_frames": [ + 4, + 9, + 3 + ], + "selected_reward": -0.023279454559087753 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, modern black sedan with glossy paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the car's headlights bright white LEDs that slice through the twilight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car moving steadily from left to right across a wide, multi-lane asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dense cityscape of glass and steel skyscrapers with a sunset sky transitioning to deep blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth tracking shot matching the car's speed from a slightly low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02979288250207901 + ], + "opposite_logprob_tokens": [ + -3.5297927856445312 + ], + "logprob_reward": -0.02979288250207901, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02979288250207901, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02467687800526619, + 0.023477988317608833, + 0.028347400948405266, + 0.04150375351309776, + 0.7485842704772949, + 0.056737542152404785, + 0.015753602609038353, + 0.011601624079048634, + 0.018906818702816963, + 0.030410107225179672 + ], + "top_frames": [ + 4, + 5, + 3 + ], + "selected_reward": -0.02979288250207901 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, modern black sedan with glossy paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the car's headlights bright white LEDs that slice through the twilight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car moving steadily from left to right across a wide, multi-lane asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dense cityscape of glass and steel skyscrapers with a sunset sky transitioning to deep blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth tracking shot matching the car's speed from a slightly low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003185200970619917 + ], + "opposite_logprob_tokens": [ + -5.753185272216797 + ], + "logprob_reward": -0.003185200970619917, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003185200970619917, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.013517256826162338, + 0.010167011991143227, + 0.012980003841221333, + 0.022983962669968605, + 0.7666094303131104, + 0.013056911528110504, + 0.0037212101742625237, + 0.010282479226589203, + 0.02913145162165165, + 0.11755034327507019 + ], + "top_frames": [ + 4, + 9, + 8 + ], + "selected_reward": -0.003185200970619917 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "smooth, slightly low-angle tracking shot follows a sleek, modern black sedan, its glossy paint reflecting the ambient light like liquid obsidian. Its bright white LED headlights slice sharply through the deepening twilight as it steadily glides from left to right across a wide, multi-lane asphalt road. The sidewalk is clearly marked with large, red and white directional arrows, their colors vibrant against the dark surface. In the background, a dense cityscape of towering glass and steel skyscrapers stands against a dramatic sky, ablaze with the warm golden glow of sunset, transitioning to a deep blue overhead. A prominent neon \"Dining Club\" sign hums, casting a vibrant pink and blue glow on the street and the sides of passing vehicles. The camera perfectly matches the car's constant speed, creating a fluid and captivating sense of movement, capturing the city's complex, electric atmosphere as it shifts from day to night.", + "seed": 1213, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_8/index_6733_seed_1213_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04559277538210153, + "vlm_logprob": -0.04559277538210153, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.04559277538210153, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, modern black sedan with glossy paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the car's headlights bright white LEDs that slice through the twilight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car moving steadily from left to right across a wide, multi-lane asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dense cityscape of glass and steel skyscrapers with a sunset sky transitioning to deep blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth tracking shot matching the car's speed from a slightly low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012921178713440895 + ], + "opposite_logprob_tokens": [ + -4.387921333312988 + ], + "logprob_reward": -0.012921178713440895, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012921178713440895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04652110114693642, + 0.05666130408644676, + 0.029259689152240753, + 0.034731004387140274, + 0.1831880658864975, + 0.05584634095430374, + 0.013531286269426346, + 0.0271243117749691, + 0.09861194342374802, + 0.4545249342918396 + ], + "top_frames": [ + 9, + 4, + 8 + ], + "selected_reward": -0.012921178713440895 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, modern black sedan with glossy paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the car's headlights bright white LEDs that slice through the twilight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car moving steadily from left to right across a wide, multi-lane asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dense cityscape of glass and steel skyscrapers with a sunset sky transitioning to deep blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth tracking shot matching the car's speed from a slightly low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17987890541553497 + ], + "opposite_logprob_tokens": [ + -1.8048789501190186 + ], + "logprob_reward": -0.17987890541553497, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17987890541553497, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1590520292520523, + 0.045401930809020996, + 0.1277846246957779, + 0.04560413584113121, + 0.12715204060077667, + 0.11321316659450531, + 0.022566674277186394, + 0.06298917531967163, + 0.0836627334356308, + 0.21257348358631134 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.17987890541553497 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, modern black sedan with glossy paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the car's headlights bright white LEDs that slice through the twilight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car moving steadily from left to right across a wide, multi-lane asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dense cityscape of glass and steel skyscrapers with a sunset sky transitioning to deep blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth tracking shot matching the car's speed from a slightly low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023280620574951172 + ], + "opposite_logprob_tokens": [ + -3.773280620574951 + ], + "logprob_reward": -0.023280620574951172, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023280620574951172, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08691910654306412, + 0.14604803919792175, + 0.040922023355960846, + 0.04758159816265106, + 0.35046887397766113, + 0.09182095527648926, + 0.01562416646629572, + 0.0343698151409626, + 0.009647267870604992, + 0.17659825086593628 + ], + "top_frames": [ + 4, + 9, + 1 + ], + "selected_reward": -0.023280620574951172 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, modern black sedan with glossy paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the car's headlights bright white LEDs that slice through the twilight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car moving steadily from left to right across a wide, multi-lane asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dense cityscape of glass and steel skyscrapers with a sunset sky transitioning to deep blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth tracking shot matching the car's speed from a slightly low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005944430362433195 + ], + "opposite_logprob_tokens": [ + -5.13094425201416 + ], + "logprob_reward": -0.005944430362433195, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005944430362433195, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1123594418168068, + 0.07009763270616531, + 0.0502459891140461, + 0.19233880937099457, + 0.1946340948343277, + 0.12952108681201935, + 0.03965345397591591, + 0.114271380007267, + 0.03831496089696884, + 0.05856318026781082 + ], + "top_frames": [ + 4, + 3, + 5 + ], + "selected_reward": -0.005944430362433195 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, modern black sedan with glossy paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the car's headlights bright white LEDs that slice through the twilight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car moving steadily from left to right across a wide, multi-lane asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dense cityscape of glass and steel skyscrapers with a sunset sky transitioning to deep blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth tracking shot matching the car's speed from a slightly low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005938741844147444 + ], + "opposite_logprob_tokens": [ + -5.130938529968262 + ], + "logprob_reward": -0.005938741844147444, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005938741844147444, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1113128587603569, + 0.02152605541050434, + 0.07982226461172104, + 0.03462006151676178, + 0.39017289876937866, + 0.11805998533964157, + 0.03304026648402214, + 0.026597799733281136, + 0.036827586591243744, + 0.14802032709121704 + ], + "top_frames": [ + 4, + 9, + 5 + ], + "selected_reward": -0.005938741844147444 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "smooth, slightly low-angle tracking shot follows a sleek, modern black sedan, its glossy paint reflecting the ambient light like liquid obsidian. Its bright white LED headlights slice sharply through the deepening twilight as it steadily glides from left to right across a wide, multi-lane asphalt road. The sidewalk is clearly marked with large, red and white directional arrows, their colors vibrant against the dark surface. In the background, a dense cityscape of towering glass and steel skyscrapers stands against a dramatic sky, ablaze with the warm golden glow of sunset, transitioning to a deep blue overhead. A prominent neon \"Dining Club\" sign hums, casting a vibrant pink and blue glow on the street and the sides of passing vehicles. The camera perfectly matches the car's constant speed, creating a fluid and captivating sense of movement, capturing the city's complex, electric atmosphere as it shifts from day to night.", + "seed": 1214, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_8/index_6733_seed_1214_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05712983524426818, + "vlm_logprob": -0.05712983524426818, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.05712983524426818, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, modern black sedan with glossy paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the car's headlights bright white LEDs that slice through the twilight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car moving steadily from left to right across a wide, multi-lane asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dense cityscape of glass and steel skyscrapers with a sunset sky transitioning to deep blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth tracking shot matching the car's speed from a slightly low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10049846768379211 + ], + "opposite_logprob_tokens": [ + -2.3504984378814697 + ], + "logprob_reward": -0.10049846768379211, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10049846768379211, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1816824972629547, + 0.06441675871610641, + 0.048551592975854874, + 0.028867734596133232, + 0.05000081658363342, + 0.04518580064177513, + 0.050691232085227966, + 0.24598821997642517, + 0.06289595365524292, + 0.22171930968761444 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.10049846768379211 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, modern black sedan with glossy paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the car's headlights bright white LEDs that slice through the twilight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car moving steadily from left to right across a wide, multi-lane asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dense cityscape of glass and steel skyscrapers with a sunset sky transitioning to deep blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth tracking shot matching the car's speed from a slightly low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16035987436771393 + ], + "opposite_logprob_tokens": [ + -1.9103598594665527 + ], + "logprob_reward": -0.16035987436771393, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16035987436771393, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14455614984035492, + 0.12304860353469849, + 0.051646918058395386, + 0.014776969328522682, + 0.20899005234241486, + 0.07019437104463577, + 0.1169193685054779, + 0.09909255802631378, + 0.06338348239660263, + 0.10739155113697052 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.16035987436771393 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, modern black sedan with glossy paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the car's headlights bright white LEDs that slice through the twilight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car moving steadily from left to right across a wide, multi-lane asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dense cityscape of glass and steel skyscrapers with a sunset sky transitioning to deep blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth tracking shot matching the car's speed from a slightly low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012535588815808296 + ], + "opposite_logprob_tokens": [ + -4.387535572052002 + ], + "logprob_reward": -0.012535588815808296, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012535588815808296, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14884644746780396, + 0.044305469840765, + 0.05074361711740494, + 0.03816160187125206, + 0.055622801184654236, + 0.05469581484794617, + 0.09936194866895676, + 0.3732442855834961, + 0.03188321739435196, + 0.10313481092453003 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.012535588815808296 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, modern black sedan with glossy paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the car's headlights bright white LEDs that slice through the twilight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car moving steadily from left to right across a wide, multi-lane asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dense cityscape of glass and steel skyscrapers with a sunset sky transitioning to deep blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth tracking shot matching the car's speed from a slightly low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007625281810760498 + ], + "opposite_logprob_tokens": [ + -4.882625102996826 + ], + "logprob_reward": -0.007625281810760498, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007625281810760498, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09110638499259949, + 0.24284851551055908, + 0.023401964455842972, + 0.012723283842206001, + 0.3231741487979889, + 0.05886397883296013, + 0.0965314656496048, + 0.06188586726784706, + 0.03132813423871994, + 0.05813625454902649 + ], + "top_frames": [ + 4, + 1, + 6 + ], + "selected_reward": -0.007625281810760498 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, modern black sedan with glossy paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the car's headlights bright white LEDs that slice through the twilight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car moving steadily from left to right across a wide, multi-lane asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dense cityscape of glass and steel skyscrapers with a sunset sky transitioning to deep blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth tracking shot matching the car's speed from a slightly low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004629963543266058 + ], + "opposite_logprob_tokens": [ + -5.379630088806152 + ], + "logprob_reward": -0.004629963543266058, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004629963543266058, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04739562049508095, + 0.027345245704054832, + 0.010375184938311577, + 0.007192476186901331, + 0.6772968173027039, + 0.02321680076420307, + 0.07618020474910736, + 0.08284766972064972, + 0.014021537266671658, + 0.03412842005491257 + ], + "top_frames": [ + 4, + 7, + 6 + ], + "selected_reward": -0.004629963543266058 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "smooth, slightly low-angle tracking shot follows a sleek, modern black sedan, its glossy paint reflecting the ambient light like liquid obsidian. Its bright white LED headlights slice sharply through the deepening twilight as it steadily glides from left to right across a wide, multi-lane asphalt road. The sidewalk is clearly marked with large, red and white directional arrows, their colors vibrant against the dark surface. In the background, a dense cityscape of towering glass and steel skyscrapers stands against a dramatic sky, ablaze with the warm golden glow of sunset, transitioning to a deep blue overhead. A prominent neon \"Dining Club\" sign hums, casting a vibrant pink and blue glow on the street and the sides of passing vehicles. The camera perfectly matches the car's constant speed, creating a fluid and captivating sense of movement, capturing the city's complex, electric atmosphere as it shifts from day to night.", + "seed": 1215, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_8/index_6733_seed_1215_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0988239741884172, + "vlm_logprob": -0.0988239741884172, + "vlm_yes_no_margin": 3.225, + "vlm_token_credit": -0.0988239741884172, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, modern black sedan with glossy paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the car's headlights bright white LEDs that slice through the twilight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car moving steadily from left to right across a wide, multi-lane asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dense cityscape of glass and steel skyscrapers with a sunset sky transitioning to deep blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth tracking shot matching the car's speed from a slightly low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009134289808571339 + ], + "opposite_logprob_tokens": [ + -4.759134292602539 + ], + "logprob_reward": -0.009134289808571339, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.009134289808571339, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08243868499994278, + 0.23124197125434875, + 0.04945031926035881, + 0.0859643816947937, + 0.07547998428344727, + 0.046877097338438034, + 0.25194600224494934, + 0.027977241203188896, + 0.06986464560031891, + 0.07875967770814896 + ], + "top_frames": [ + 6, + 1, + 3 + ], + "selected_reward": -0.009134289808571339 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, modern black sedan with glossy paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the car's headlights bright white LEDs that slice through the twilight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car moving steadily from left to right across a wide, multi-lane asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dense cityscape of glass and steel skyscrapers with a sunset sky transitioning to deep blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth tracking shot matching the car's speed from a slightly low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16036120057106018 + ], + "opposite_logprob_tokens": [ + -1.9103611707687378 + ], + "logprob_reward": -0.16036120057106018, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16036120057106018, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1324712634086609, + 0.1877821832895279, + 0.05525469407439232, + 0.04942729324102402, + 0.15272918343544006, + 0.05219203978776932, + 0.21723352372646332, + 0.03551742434501648, + 0.06870431452989578, + 0.048688046634197235 + ], + "top_frames": [ + 6, + 1, + 4 + ], + "selected_reward": -0.16036120057106018 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, modern black sedan with glossy paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the car's headlights bright white LEDs that slice through the twilight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car moving steadily from left to right across a wide, multi-lane asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dense cityscape of glass and steel skyscrapers with a sunset sky transitioning to deep blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth tracking shot matching the car's speed from a slightly low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03808903694152832 + ], + "opposite_logprob_tokens": [ + -3.2880890369415283 + ], + "logprob_reward": -0.03808903694152832, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03808903694152832, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07841907441616058, + 0.30945658683776855, + 0.12376317381858826, + 0.1520491987466812, + 0.07988333702087402, + 0.058345213532447815, + 0.0784880518913269, + 0.02571428194642067, + 0.05683695152401924, + 0.037044137716293335 + ], + "top_frames": [ + 1, + 3, + 2 + ], + "selected_reward": -0.03808903694152832 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, modern black sedan with glossy paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the car's headlights bright white LEDs that slice through the twilight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car moving steadily from left to right across a wide, multi-lane asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dense cityscape of glass and steel skyscrapers with a sunset sky transitioning to deep blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth tracking shot matching the car's speed from a slightly low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2812906801700592 + ], + "opposite_logprob_tokens": [ + -1.4062906503677368 + ], + "logprob_reward": -0.2812906801700592, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2812906801700592, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05260993167757988, + 0.6842604875564575, + 0.029500100761651993, + 0.026458637788891792, + 0.0762331485748291, + 0.030212493613362312, + 0.07745735347270966, + 0.004691064823418856, + 0.013856557197868824, + 0.004720208700746298 + ], + "top_frames": [ + 1, + 6, + 4 + ], + "selected_reward": -0.2812906801700592 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, modern black sedan with glossy paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the car's headlights bright white LEDs that slice through the twilight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car moving steadily from left to right across a wide, multi-lane asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dense cityscape of glass and steel skyscrapers with a sunset sky transitioning to deep blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth tracking shot matching the car's speed from a slightly low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005244663450866938 + ], + "opposite_logprob_tokens": [ + -5.255244731903076 + ], + "logprob_reward": -0.005244663450866938, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005244663450866938, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11818130314350128, + 0.24081631004810333, + 0.06134646758437157, + 0.0497966893017292, + 0.0876801386475563, + 0.039747707545757294, + 0.18903516232967377, + 0.0573311373591423, + 0.09311167150735855, + 0.06295335292816162 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.005244663450866938 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_9/index_tensor([3384, 3384])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_9/index_tensor([3384, 3384])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e62e525a3c3c675e43212ae8af70b3f3ce7cb551 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_9/index_tensor([3384, 3384])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic tracking shot, shot from a slightly upward angle, pans smoothly to the left, capturing a playful aerial chase between two large-eyed mosquitoes, rendered in a high-quality, vibrant anime style. The leading mosquito, with its oversized, gleaming emerald eyes and a hint of slyness, deftly executes a playful aerial maneuver. Following closely behind is its companion, also sporting enormous sapphire eyes and a playful yet determined expression, tilting its round, cartoonish body through a sharp turn. Their delicate, translucent wings flap rapidly, shimmering in the light with a soap-bubble-like iridescence, while their slender, segmented limbs trace graceful arcs through the air. The chase takes place deep within a sun-drenched enchanted garden, against a backdrop of giant, dew-drenched clover leaves and vibrantly colored giant wildflowers, creating a soft bokeh effect. A beam of warm golden afternoon sunlight streams in from just outside the frame, creating a soft, ethereal lens flare that sweeps across the screen in orange and gold hues, accentuating their flight path while adding a dreamlike quality to this vibrant, highly saturated color palette, creating an atmosphere of lightheartedness, wonder, and joyful energy.", + "seed": 31291, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_9/index_3384_seed_31291_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1292578188702464, + "vlm_logprob": -0.1292578188702464, + "vlm_yes_no_margin": 3.0, + "vlm_token_credit": -0.1292578188702464, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two mosquitoes with large eyes visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leading mosquito's eyes emerald green and the following mosquito's eyes sapphire blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the mosquitoes' wings translucent with a shimmering, soap-bubble-like iridescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a sun-drenched enchanted garden featuring giant dew-drenched clover leaves and wildflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly to the left while capturing the chase?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.055518198758363724 + ], + "opposite_logprob_tokens": [ + -2.93051815032959 + ], + "logprob_reward": -0.055518198758363724, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.055518198758363724, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09853111952543259, + 0.10189025104045868, + 0.12841778993606567, + 0.171918585896492, + 0.03262536972761154, + 0.10506756603717804, + 0.12314423173666, + 0.12224403768777847, + 0.028017550706863403, + 0.08814352750778198 + ], + "top_frames": [ + 3, + 2, + 6 + ], + "selected_reward": -0.055518198758363724 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two mosquitoes with large eyes visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leading mosquito's eyes emerald green and the following mosquito's eyes sapphire blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the mosquitoes' wings translucent with a shimmering, soap-bubble-like iridescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a sun-drenched enchanted garden featuring giant dew-drenched clover leaves and wildflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly to the left while capturing the chase?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34863293170928955 + ], + "opposite_logprob_tokens": [ + -1.2236329317092896 + ], + "logprob_reward": -0.34863293170928955, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34863293170928955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10190395265817642, + 0.0941164642572403, + 0.27208104729652405, + 0.11261104792356491, + 0.07221973687410355, + 0.05774444341659546, + 0.1152254268527031, + 0.08348992466926575, + 0.04875054582953453, + 0.04185739532113075 + ], + "top_frames": [ + 2, + 6, + 3 + ], + "selected_reward": -0.34863293170928955 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two mosquitoes with large eyes visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leading mosquito's eyes emerald green and the following mosquito's eyes sapphire blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the mosquitoes' wings translucent with a shimmering, soap-bubble-like iridescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a sun-drenched enchanted garden featuring giant dew-drenched clover leaves and wildflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly to the left while capturing the chase?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012535706162452698 + ], + "opposite_logprob_tokens": [ + -4.387535572052002 + ], + "logprob_reward": -0.012535706162452698, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012535706162452698, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14712151885032654, + 0.1017356663942337, + 0.09036704152822495, + 0.1119934469461441, + 0.09738532453775406, + 0.0988287553191185, + 0.18192405998706818, + 0.03770523518323898, + 0.03619735315442085, + 0.09674160182476044 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.012535706162452698 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two mosquitoes with large eyes visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leading mosquito's eyes emerald green and the following mosquito's eyes sapphire blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the mosquitoes' wings translucent with a shimmering, soap-bubble-like iridescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a sun-drenched enchanted garden featuring giant dew-drenched clover leaves and wildflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly to the left while capturing the chase?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004090870730578899 + ], + "opposite_logprob_tokens": [ + -5.504090785980225 + ], + "logprob_reward": -0.004090870730578899, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004090870730578899, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2232920229434967, + 0.1270911544561386, + 0.08440104871988297, + 0.06389828026294708, + 0.07702552527189255, + 0.18780678510665894, + 0.050108470022678375, + 0.06098703294992447, + 0.06702438741922379, + 0.05836529657244682 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.004090870730578899 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two mosquitoes with large eyes visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leading mosquito's eyes emerald green and the following mosquito's eyes sapphire blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the mosquitoes' wings translucent with a shimmering, soap-bubble-like iridescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a sun-drenched enchanted garden featuring giant dew-drenched clover leaves and wildflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly to the left while capturing the chase?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22551138699054718 + ], + "opposite_logprob_tokens": [ + -1.6005114316940308 + ], + "logprob_reward": -0.22551138699054718, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22551138699054718, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10278830677270889, + 0.30017000436782837, + 0.06571884453296661, + 0.10447337478399277, + 0.10713675618171692, + 0.11982213705778122, + 0.0494912788271904, + 0.026310661807656288, + 0.09696459770202637, + 0.02712404355406761 + ], + "top_frames": [ + 1, + 5, + 4 + ], + "selected_reward": -0.22551138699054718 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic tracking shot, shot from a slightly upward angle, pans smoothly to the left, capturing a playful aerial chase between two large-eyed mosquitoes, rendered in a high-quality, vibrant anime style. The leading mosquito, with its oversized, gleaming emerald eyes and a hint of slyness, deftly executes a playful aerial maneuver. Following closely behind is its companion, also sporting enormous sapphire eyes and a playful yet determined expression, tilting its round, cartoonish body through a sharp turn. Their delicate, translucent wings flap rapidly, shimmering in the light with a soap-bubble-like iridescence, while their slender, segmented limbs trace graceful arcs through the air. The chase takes place deep within a sun-drenched enchanted garden, against a backdrop of giant, dew-drenched clover leaves and vibrantly colored giant wildflowers, creating a soft bokeh effect. A beam of warm golden afternoon sunlight streams in from just outside the frame, creating a soft, ethereal lens flare that sweeps across the screen in orange and gold hues, accentuating their flight path while adding a dreamlike quality to this vibrant, highly saturated color palette, creating an atmosphere of lightheartedness, wonder, and joyful energy.", + "seed": 31292, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_9/index_3384_seed_31292_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1064469063654542, + "vlm_logprob": -0.1064469063654542, + "vlm_yes_no_margin": 3.15, + "vlm_token_credit": -0.1064469063654542, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two mosquitoes with large eyes visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leading mosquito's eyes emerald green and the following mosquito's eyes sapphire blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the mosquitoes' wings translucent with a shimmering, soap-bubble-like iridescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a sun-drenched enchanted garden featuring giant dew-drenched clover leaves and wildflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly to the left while capturing the chase?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03404439240694046 + ], + "opposite_logprob_tokens": [ + -3.4090445041656494 + ], + "logprob_reward": -0.03404439240694046, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03404439240694046, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35712921619415283, + 0.08371340483427048, + 0.11593163758516312, + 0.07979489862918854, + 0.035417333245277405, + 0.047728314995765686, + 0.035112496465444565, + 0.051892783492803574, + 0.122282974421978, + 0.07099690288305283 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.03404439240694046 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two mosquitoes with large eyes visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leading mosquito's eyes emerald green and the following mosquito's eyes sapphire blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the mosquitoes' wings translucent with a shimmering, soap-bubble-like iridescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a sun-drenched enchanted garden featuring giant dew-drenched clover leaves and wildflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly to the left while capturing the chase?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28132107853889465 + ], + "opposite_logprob_tokens": [ + -1.4063210487365723 + ], + "logprob_reward": -0.28132107853889465, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28132107853889465, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34244340658187866, + 0.11381740868091583, + 0.10568274557590485, + 0.13257509469985962, + 0.07931987941265106, + 0.02396034263074398, + 0.036773163825273514, + 0.03753989189863205, + 0.06773167103528976, + 0.06015644967556 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.28132107853889465 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two mosquitoes with large eyes visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leading mosquito's eyes emerald green and the following mosquito's eyes sapphire blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the mosquitoes' wings translucent with a shimmering, soap-bubble-like iridescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a sun-drenched enchanted garden featuring giant dew-drenched clover leaves and wildflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly to the left while capturing the chase?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006736189126968384 + ], + "opposite_logprob_tokens": [ + -5.0067362785339355 + ], + "logprob_reward": -0.006736189126968384, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006736189126968384, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5710827708244324, + 0.04064778983592987, + 0.03348463028669357, + 0.07794243842363358, + 0.030774081125855446, + 0.009790650568902493, + 0.07436923682689667, + 0.04454942047595978, + 0.028975676745176315, + 0.08838335424661636 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.006736189126968384 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two mosquitoes with large eyes visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leading mosquito's eyes emerald green and the following mosquito's eyes sapphire blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the mosquitoes' wings translucent with a shimmering, soap-bubble-like iridescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a sun-drenched enchanted garden featuring giant dew-drenched clover leaves and wildflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly to the left while capturing the chase?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00863425899296999 + ], + "opposite_logprob_tokens": [ + -4.758634090423584 + ], + "logprob_reward": -0.00863425899296999, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00863425899296999, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14122441411018372, + 0.07586336880922318, + 0.42337632179260254, + 0.04937420412898064, + 0.06325633823871613, + 0.06181393191218376, + 0.03594236075878143, + 0.0344884917140007, + 0.0344267338514328, + 0.08023384213447571 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.00863425899296999 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two mosquitoes with large eyes visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leading mosquito's eyes emerald green and the following mosquito's eyes sapphire blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the mosquitoes' wings translucent with a shimmering, soap-bubble-like iridescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a sun-drenched enchanted garden featuring giant dew-drenched clover leaves and wildflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly to the left while capturing the chase?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2014986127614975 + ], + "opposite_logprob_tokens": [ + -1.7014986276626587 + ], + "logprob_reward": -0.2014986127614975, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2014986127614975, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35111239552497864, + 0.0260132048279047, + 0.05002008378505707, + 0.022408539429306984, + 0.049684375524520874, + 0.05626867339015007, + 0.009529851377010345, + 0.024129481986165047, + 0.013828156515955925, + 0.39700523018836975 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.2014986127614975 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic tracking shot, shot from a slightly upward angle, pans smoothly to the left, capturing a playful aerial chase between two large-eyed mosquitoes, rendered in a high-quality, vibrant anime style. The leading mosquito, with its oversized, gleaming emerald eyes and a hint of slyness, deftly executes a playful aerial maneuver. Following closely behind is its companion, also sporting enormous sapphire eyes and a playful yet determined expression, tilting its round, cartoonish body through a sharp turn. Their delicate, translucent wings flap rapidly, shimmering in the light with a soap-bubble-like iridescence, while their slender, segmented limbs trace graceful arcs through the air. The chase takes place deep within a sun-drenched enchanted garden, against a backdrop of giant, dew-drenched clover leaves and vibrantly colored giant wildflowers, creating a soft bokeh effect. A beam of warm golden afternoon sunlight streams in from just outside the frame, creating a soft, ethereal lens flare that sweeps across the screen in orange and gold hues, accentuating their flight path while adding a dreamlike quality to this vibrant, highly saturated color palette, creating an atmosphere of lightheartedness, wonder, and joyful energy.", + "seed": 31293, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_9/index_3384_seed_31293_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.12847992833703756, + "vlm_logprob": -0.12847992833703756, + "vlm_yes_no_margin": 2.75, + "vlm_token_credit": -0.12847992833703756, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two mosquitoes with large eyes visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leading mosquito's eyes emerald green and the following mosquito's eyes sapphire blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the mosquitoes' wings translucent with a shimmering, soap-bubble-like iridescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a sun-drenched enchanted garden featuring giant dew-drenched clover leaves and wildflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly to the left while capturing the chase?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12731437385082245 + ], + "opposite_logprob_tokens": [ + -2.127314329147339 + ], + "logprob_reward": -0.12731437385082245, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12731437385082245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34358617663383484, + 0.018749888986349106, + 0.02968532033264637, + 0.05700207129120827, + 0.06992507725954056, + 0.2027691900730133, + 0.04866418242454529, + 0.04259062558412552, + 0.08225596696138382, + 0.10477149486541748 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.12731437385082245 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two mosquitoes with large eyes visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leading mosquito's eyes emerald green and the following mosquito's eyes sapphire blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the mosquitoes' wings translucent with a shimmering, soap-bubble-like iridescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a sun-drenched enchanted garden featuring giant dew-drenched clover leaves and wildflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly to the left while capturing the chase?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17990100383758545 + ], + "opposite_logprob_tokens": [ + -1.8049010038375854 + ], + "logprob_reward": -0.17990100383758545, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17990100383758545, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1861134171485901, + 0.03919439762830734, + 0.06522904336452484, + 0.09583921730518341, + 0.09212731570005417, + 0.09339635819196701, + 0.07450449466705322, + 0.04824613779783249, + 0.1404474824666977, + 0.16490213572978973 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.17990100383758545 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two mosquitoes with large eyes visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leading mosquito's eyes emerald green and the following mosquito's eyes sapphire blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the mosquitoes' wings translucent with a shimmering, soap-bubble-like iridescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a sun-drenched enchanted garden featuring giant dew-drenched clover leaves and wildflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly to the left while capturing the chase?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014192714355885983 + ], + "opposite_logprob_tokens": [ + -4.264192581176758 + ], + "logprob_reward": -0.014192714355885983, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014192714355885983, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2009449601173401, + 0.04043373465538025, + 0.046061187982559204, + 0.0803002417087555, + 0.032827623188495636, + 0.12009391188621521, + 0.025936653837561607, + 0.07430818676948547, + 0.16294313967227936, + 0.21615037322044373 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.014192714355885983 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two mosquitoes with large eyes visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leading mosquito's eyes emerald green and the following mosquito's eyes sapphire blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the mosquitoes' wings translucent with a shimmering, soap-bubble-like iridescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a sun-drenched enchanted garden featuring giant dew-drenched clover leaves and wildflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly to the left while capturing the chase?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007624808698892593 + ], + "opposite_logprob_tokens": [ + -4.882624626159668 + ], + "logprob_reward": -0.007624808698892593, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007624808698892593, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31181004643440247, + 0.04485765099525452, + 0.02348649688065052, + 0.10409938544034958, + 0.07641322165727615, + 0.05859389528632164, + 0.026345068588852882, + 0.0272739976644516, + 0.03236248344182968, + 0.2947578728199005 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.007624808698892593 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two mosquitoes with large eyes visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leading mosquito's eyes emerald green and the following mosquito's eyes sapphire blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the mosquitoes' wings translucent with a shimmering, soap-bubble-like iridescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a sun-drenched enchanted garden featuring giant dew-drenched clover leaves and wildflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly to the left while capturing the chase?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31336674094200134 + ], + "opposite_logprob_tokens": [ + -1.3133667707443237 + ], + "logprob_reward": -0.31336674094200134, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31336674094200134, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19562703371047974, + 0.06347411125898361, + 0.08129747956991196, + 0.09428557753562927, + 0.14244776964187622, + 0.07105845212936401, + 0.02875702641904354, + 0.035216495394706726, + 0.10363678634166718, + 0.1841992437839508 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.31336674094200134 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic tracking shot, shot from a slightly upward angle, pans smoothly to the left, capturing a playful aerial chase between two large-eyed mosquitoes, rendered in a high-quality, vibrant anime style. The leading mosquito, with its oversized, gleaming emerald eyes and a hint of slyness, deftly executes a playful aerial maneuver. Following closely behind is its companion, also sporting enormous sapphire eyes and a playful yet determined expression, tilting its round, cartoonish body through a sharp turn. Their delicate, translucent wings flap rapidly, shimmering in the light with a soap-bubble-like iridescence, while their slender, segmented limbs trace graceful arcs through the air. The chase takes place deep within a sun-drenched enchanted garden, against a backdrop of giant, dew-drenched clover leaves and vibrantly colored giant wildflowers, creating a soft bokeh effect. A beam of warm golden afternoon sunlight streams in from just outside the frame, creating a soft, ethereal lens flare that sweeps across the screen in orange and gold hues, accentuating their flight path while adding a dreamlike quality to this vibrant, highly saturated color palette, creating an atmosphere of lightheartedness, wonder, and joyful energy.", + "seed": 31294, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000095/group_9/index_3384_seed_31294_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.09864426450803876, + "vlm_logprob": -0.09864426450803876, + "vlm_yes_no_margin": 3.225, + "vlm_token_credit": -0.09864426450803876, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two mosquitoes with large eyes visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leading mosquito's eyes emerald green and the following mosquito's eyes sapphire blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the mosquitoes' wings translucent with a shimmering, soap-bubble-like iridescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a sun-drenched enchanted garden featuring giant dew-drenched clover leaves and wildflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly to the left while capturing the chase?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16084180772304535 + ], + "opposite_logprob_tokens": [ + -1.9108418226242065 + ], + "logprob_reward": -0.16084180772304535, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16084180772304535, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08046824485063553, + 0.017020558938384056, + 0.018183564767241478, + 0.5833665728569031, + 0.023176243528723717, + 0.013590490445494652, + 0.0686827227473259, + 0.01549195684492588, + 0.08721020817756653, + 0.09280949831008911 + ], + "top_frames": [ + 3, + 9, + 8 + ], + "selected_reward": -0.16084180772304535 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two mosquitoes with large eyes visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leading mosquito's eyes emerald green and the following mosquito's eyes sapphire blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the mosquitoes' wings translucent with a shimmering, soap-bubble-like iridescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a sun-drenched enchanted garden featuring giant dew-drenched clover leaves and wildflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly to the left while capturing the chase?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1603589653968811 + ], + "opposite_logprob_tokens": [ + -1.9103589057922363 + ], + "logprob_reward": -0.1603589653968811, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1603589653968811, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26822251081466675, + 0.06952933222055435, + 0.03574584051966667, + 0.1653224229812622, + 0.05354197695851326, + 0.013300597667694092, + 0.05903510004281998, + 0.017858268693089485, + 0.21968141198158264, + 0.09776252508163452 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.1603589653968811 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two mosquitoes with large eyes visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leading mosquito's eyes emerald green and the following mosquito's eyes sapphire blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the mosquitoes' wings translucent with a shimmering, soap-bubble-like iridescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a sun-drenched enchanted garden featuring giant dew-drenched clover leaves and wildflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly to the left while capturing the chase?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009780699387192726 + ], + "opposite_logprob_tokens": [ + -4.6347808837890625 + ], + "logprob_reward": -0.009780699387192726, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009780699387192726, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.041541796177625656, + 0.02121216617524624, + 0.011193870566785336, + 0.3787350654602051, + 0.009631936438381672, + 0.05722663551568985, + 0.06361787766218185, + 0.0153200039640069, + 0.3631136119365692, + 0.038407087326049805 + ], + "top_frames": [ + 3, + 8, + 6 + ], + "selected_reward": -0.009780699387192726 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two mosquitoes with large eyes visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leading mosquito's eyes emerald green and the following mosquito's eyes sapphire blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the mosquitoes' wings translucent with a shimmering, soap-bubble-like iridescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a sun-drenched enchanted garden featuring giant dew-drenched clover leaves and wildflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly to the left while capturing the chase?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019369428046047688 + ], + "opposite_logprob_tokens": [ + -6.251936912536621 + ], + "logprob_reward": -0.0019369428046047688, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019369428046047688, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06490837037563324, + 0.027117064222693443, + 0.01753382384777069, + 0.28689321875572205, + 0.01409100741147995, + 0.023723820224404335, + 0.04039648920297623, + 0.010253005661070347, + 0.4587022364139557, + 0.0563809871673584 + ], + "top_frames": [ + 8, + 3, + 0 + ], + "selected_reward": -0.0019369428046047688 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two mosquitoes with large eyes visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leading mosquito's eyes emerald green and the following mosquito's eyes sapphire blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the mosquitoes' wings translucent with a shimmering, soap-bubble-like iridescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a sun-drenched enchanted garden featuring giant dew-drenched clover leaves and wildflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly to the left while capturing the chase?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16030290722846985 + ], + "opposite_logprob_tokens": [ + -1.9103028774261475 + ], + "logprob_reward": -0.16030290722846985, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16030290722846985, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0821245014667511, + 0.07385557144880295, + 0.04110146686434746, + 0.38488301634788513, + 0.024625340476632118, + 0.03134411200881004, + 0.03345506638288498, + 0.037641704082489014, + 0.24508701264858246, + 0.0458822026848793 + ], + "top_frames": [ + 3, + 8, + 0 + ], + "selected_reward": -0.16030290722846985 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_0/index_tensor([6886, 6886])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_0/index_tensor([6886, 6886])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..6e649908a2b94eba05fb9e6e145c72565127761f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_0/index_tensor([6886, 6886])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, extremely low-angle wide shot gazes across the vast, towering bookshelves of an ancient, cathedral-like library, their tops disappearing into the vast darkness of a vaulted ceiling. Crafted from dark, polished oak, with intricate Gothic carvings, the shelves are filled with thousands of ancient, leather-bound books of varying sizes. The scene is bathed in a gloomy black-and-white light, with a single, feeble source of light emanating from outside the camera casting long, dramatic shadows and highlighting a layer of fine dust in the still air. The impossible movement begins as the rigid structure of the bookshelf begins to tremble uncomfortably; the solid wood bends and sags as if made of wax. Simultaneously, the ancient books begin to melt, their rigid leather covers bubbling and dissolving into the yellowing pages beneath. The entire mass transforms into a black, viscous, gooey mass that initially drips slowly, then flows in a heavy, relentless stream down the shelf's surface, the inky liquid shimmering in the dim light. These streams cascade onto the dark marble floor below, forming an ever-growing, shimmering pool and filling the frame with a nightmarish atmosphere of silence, surreality, and magnificent decay.", + "seed": 28497, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_0/index_6886_seed_28497_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.051542687509208915, + "vlm_logprob": -0.051542687509208915, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.051542687509208915, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cathedral-like library with towering bookshelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an extremely low angle looking up at the shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the bookshelves and books transform from solid wood/leather into a black, viscous, gooey mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in black-and-white with a single light source casting long shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gooey mass flow down the shelves and form a shimmering pool on the dark marble floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0716881975531578 + ], + "opposite_logprob_tokens": [ + -2.696688175201416 + ], + "logprob_reward": -0.0716881975531578, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0716881975531578, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13845466077327728, + 0.20954720675945282, + 0.10084886848926544, + 0.13114510476589203, + 0.07662854343652725, + 0.019653188064694405, + 0.06910702586174011, + 0.0939733013510704, + 0.07524239271879196, + 0.08539969474077225 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.0716881975531578 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cathedral-like library with towering bookshelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an extremely low angle looking up at the shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the bookshelves and books transform from solid wood/leather into a black, viscous, gooey mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in black-and-white with a single light source casting long shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gooey mass flow down the shelves and form a shimmering pool on the dark marble floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1604187786579132 + ], + "opposite_logprob_tokens": [ + -1.9104187488555908 + ], + "logprob_reward": -0.1604187786579132, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1604187786579132, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12197435647249222, + 0.079245425760746, + 0.19819538295269012, + 0.26229920983314514, + 0.06596013158559799, + 0.02560722827911377, + 0.08295807987451553, + 0.05634215474128723, + 0.057453762739896774, + 0.04996433109045029 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.1604187786579132 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cathedral-like library with towering bookshelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an extremely low angle looking up at the shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the bookshelves and books transform from solid wood/leather into a black, viscous, gooey mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in black-and-white with a single light source casting long shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gooey mass flow down the shelves and form a shimmering pool on the dark marble floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004652152303606272 + ], + "opposite_logprob_tokens": [ + -5.37965202331543 + ], + "logprob_reward": -0.004652152303606272, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004652152303606272, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23755227029323578, + 0.07906939834356308, + 0.040905676782131195, + 0.14199770987033844, + 0.05109759047627449, + 0.11069918423891068, + 0.061551783233881, + 0.06672149896621704, + 0.1122669130563736, + 0.09813797473907471 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.004652152303606272 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cathedral-like library with towering bookshelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an extremely low angle looking up at the shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the bookshelves and books transform from solid wood/leather into a black, viscous, gooey mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in black-and-white with a single light source casting long shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gooey mass flow down the shelves and form a shimmering pool on the dark marble floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014215514995157719 + ], + "opposite_logprob_tokens": [ + -4.264215469360352 + ], + "logprob_reward": -0.014215514995157719, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014215514995157719, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23411999642848969, + 0.03790959343314171, + 0.036903660744428635, + 0.13755206763744354, + 0.14365212619304657, + 0.12325301021337509, + 0.04433635249733925, + 0.09185083955526352, + 0.0868145003914833, + 0.06360779702663422 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.014215514995157719 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cathedral-like library with towering bookshelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an extremely low angle looking up at the shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the bookshelves and books transform from solid wood/leather into a black, viscous, gooey mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in black-and-white with a single light source casting long shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gooey mass flow down the shelves and form a shimmering pool on the dark marble floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006738794036209583 + ], + "opposite_logprob_tokens": [ + -5.006738662719727 + ], + "logprob_reward": -0.006738794036209583, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006738794036209583, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16947154700756073, + 0.05243920907378197, + 0.07126974314451218, + 0.216136172413826, + 0.06486030668020248, + 0.03258903697133064, + 0.032301586121320724, + 0.03512398898601532, + 0.07932811230421066, + 0.24648022651672363 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.006738794036209583 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extremely low-angle wide shot gazes across the vast, towering bookshelves of an ancient, cathedral-like library, their tops disappearing into the vast darkness of a vaulted ceiling. Crafted from dark, polished oak, with intricate Gothic carvings, the shelves are filled with thousands of ancient, leather-bound books of varying sizes. The scene is bathed in a gloomy black-and-white light, with a single, feeble source of light emanating from outside the camera casting long, dramatic shadows and highlighting a layer of fine dust in the still air. The impossible movement begins as the rigid structure of the bookshelf begins to tremble uncomfortably; the solid wood bends and sags as if made of wax. Simultaneously, the ancient books begin to melt, their rigid leather covers bubbling and dissolving into the yellowing pages beneath. The entire mass transforms into a black, viscous, gooey mass that initially drips slowly, then flows in a heavy, relentless stream down the shelf's surface, the inky liquid shimmering in the dim light. These streams cascade onto the dark marble floor below, forming an ever-growing, shimmering pool and filling the frame with a nightmarish atmosphere of silence, surreality, and magnificent decay.", + "seed": 28498, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_0/index_6886_seed_28498_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.011803975305519998, + "vlm_logprob": -0.011803975305519998, + "vlm_yes_no_margin": 5.5, + "vlm_token_credit": -0.011803975305519998, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cathedral-like library with towering bookshelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an extremely low angle looking up at the shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the bookshelves and books transform from solid wood/leather into a black, viscous, gooey mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in black-and-white with a single light source casting long shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gooey mass flow down the shelves and form a shimmering pool on the dark marble floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00996118038892746 + ], + "opposite_logprob_tokens": [ + -4.634961128234863 + ], + "logprob_reward": -0.00996118038892746, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00996118038892746, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03439357504248619, + 0.02038239873945713, + 0.14431795477867126, + 0.1625736653804779, + 0.028772547841072083, + 0.053560130298137665, + 0.4626254439353943, + 0.0443282313644886, + 0.02370215207338333, + 0.025343885645270348 + ], + "top_frames": [ + 6, + 3, + 2 + ], + "selected_reward": -0.00996118038892746 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cathedral-like library with towering bookshelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an extremely low angle looking up at the shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the bookshelves and books transform from solid wood/leather into a black, viscous, gooey mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in black-and-white with a single light source casting long shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gooey mass flow down the shelves and form a shimmering pool on the dark marble floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812874108552933 + ], + "opposite_logprob_tokens": [ + -3.2881288528442383 + ], + "logprob_reward": -0.03812874108552933, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812874108552933, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09726875275373459, + 0.06986214220523834, + 0.021464597433805466, + 0.03785848245024681, + 0.038363244384527206, + 0.037247102707624435, + 0.5696017742156982, + 0.08140788972377777, + 0.024110877886414528, + 0.022815173491835594 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.03812874108552933 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cathedral-like library with towering bookshelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an extremely low angle looking up at the shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the bookshelves and books transform from solid wood/leather into a black, viscous, gooey mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in black-and-white with a single light source casting long shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gooey mass flow down the shelves and form a shimmering pool on the dark marble floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0006367324967868626 + ], + "opposite_logprob_tokens": [ + -7.375636577606201 + ], + "logprob_reward": -0.0006367324967868626, + "yes_no_margin_reward": 7.375, + "token_credit_reward": -0.0006367324967868626, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.006913356017321348, + 0.00583612872287631, + 0.007943735457956791, + 0.01217489130795002, + 0.0065908897668123245, + 0.01442483440041542, + 0.9094144105911255, + 0.014977462589740753, + 0.014626987278461456, + 0.007097315508872271 + ], + "top_frames": [ + 6, + 7, + 8 + ], + "selected_reward": -0.0006367324967868626 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cathedral-like library with towering bookshelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an extremely low angle looking up at the shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the bookshelves and books transform from solid wood/leather into a black, viscous, gooey mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in black-and-white with a single light source casting long shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gooey mass flow down the shelves and form a shimmering pool on the dark marble floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009800413623452187 + ], + "opposite_logprob_tokens": [ + -4.634800434112549 + ], + "logprob_reward": -0.009800413623452187, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009800413623452187, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.008867839351296425, + 0.009100747294723988, + 0.015421848744153976, + 0.019697917625308037, + 0.020470762625336647, + 0.024844076484441757, + 0.8445234894752502, + 0.030291542410850525, + 0.015275837853550911, + 0.011505944654345512 + ], + "top_frames": [ + 6, + 7, + 5 + ], + "selected_reward": -0.009800413623452187 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cathedral-like library with towering bookshelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an extremely low angle looking up at the shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the bookshelves and books transform from solid wood/leather into a black, viscous, gooey mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in black-and-white with a single light source casting long shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gooey mass flow down the shelves and form a shimmering pool on the dark marble floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0004928089329041541 + ], + "opposite_logprob_tokens": [ + -7.625492572784424 + ], + "logprob_reward": -0.0004928089329041541, + "yes_no_margin_reward": 7.625, + "token_credit_reward": -0.0004928089329041541, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.01612030528485775, + 0.005667760968208313, + 0.02067963406443596, + 0.018772533163428307, + 0.012210583314299583, + 0.02208934724330902, + 0.707098126411438, + 0.0351390577852726, + 0.07883051037788391, + 0.08339212834835052 + ], + "top_frames": [ + 6, + 9, + 8 + ], + "selected_reward": -0.0004928089329041541 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extremely low-angle wide shot gazes across the vast, towering bookshelves of an ancient, cathedral-like library, their tops disappearing into the vast darkness of a vaulted ceiling. Crafted from dark, polished oak, with intricate Gothic carvings, the shelves are filled with thousands of ancient, leather-bound books of varying sizes. The scene is bathed in a gloomy black-and-white light, with a single, feeble source of light emanating from outside the camera casting long, dramatic shadows and highlighting a layer of fine dust in the still air. The impossible movement begins as the rigid structure of the bookshelf begins to tremble uncomfortably; the solid wood bends and sags as if made of wax. Simultaneously, the ancient books begin to melt, their rigid leather covers bubbling and dissolving into the yellowing pages beneath. The entire mass transforms into a black, viscous, gooey mass that initially drips slowly, then flows in a heavy, relentless stream down the shelf's surface, the inky liquid shimmering in the dim light. These streams cascade onto the dark marble floor below, forming an ever-growing, shimmering pool and filling the frame with a nightmarish atmosphere of silence, surreality, and magnificent decay.", + "seed": 28499, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_0/index_6886_seed_28499_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05867211061995477, + "vlm_logprob": -0.05867211061995477, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.05867211061995477, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cathedral-like library with towering bookshelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an extremely low angle looking up at the shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the bookshelves and books transform from solid wood/leather into a black, viscous, gooey mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in black-and-white with a single light source casting long shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gooey mass flow down the shelves and form a shimmering pool on the dark marble floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05610060691833496 + ], + "opposite_logprob_tokens": [ + -2.931100606918335 + ], + "logprob_reward": -0.05610060691833496, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05610060691833496, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22801709175109863, + 0.033485766500234604, + 0.08850681781768799, + 0.051335617899894714, + 0.21334728598594666, + 0.26223549246788025, + 0.017522335052490234, + 0.05819358676671982, + 0.017152506858110428, + 0.030203476548194885 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.05610060691833496 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cathedral-like library with towering bookshelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an extremely low angle looking up at the shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the bookshelves and books transform from solid wood/leather into a black, viscous, gooey mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in black-and-white with a single light source casting long shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gooey mass flow down the shelves and form a shimmering pool on the dark marble floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16042903065681458 + ], + "opposite_logprob_tokens": [ + -1.9104290008544922 + ], + "logprob_reward": -0.16042903065681458, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16042903065681458, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18582461774349213, + 0.050926849246025085, + 0.38166335225105286, + 0.03544219210743904, + 0.03220998868346214, + 0.09143732488155365, + 0.04903315007686615, + 0.04642000049352646, + 0.09299829602241516, + 0.03404414281249046 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.16042903065681458 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cathedral-like library with towering bookshelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an extremely low angle looking up at the shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the bookshelves and books transform from solid wood/leather into a black, viscous, gooey mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in black-and-white with a single light source casting long shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gooey mass flow down the shelves and form a shimmering pool on the dark marble floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015212640864774585 + ], + "opposite_logprob_tokens": [ + -6.501521110534668 + ], + "logprob_reward": -0.0015212640864774585, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015212640864774585, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09511308372020721, + 0.04084636643528938, + 0.08179548382759094, + 0.03532227501273155, + 0.08928299695253372, + 0.12596221268177032, + 0.043971896171569824, + 0.21042053401470184, + 0.0639578178524971, + 0.2133273333311081 + ], + "top_frames": [ + 9, + 7, + 5 + ], + "selected_reward": -0.0015212640864774585 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cathedral-like library with towering bookshelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an extremely low angle looking up at the shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the bookshelves and books transform from solid wood/leather into a black, viscous, gooey mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in black-and-white with a single light source casting long shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gooey mass flow down the shelves and form a shimmering pool on the dark marble floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07005716115236282 + ], + "opposite_logprob_tokens": [ + -2.6950571537017822 + ], + "logprob_reward": -0.07005716115236282, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07005716115236282, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1398107260465622, + 0.08765806257724762, + 0.10406789928674698, + 0.040647242218256, + 0.23493681848049164, + 0.11371643841266632, + 0.06607513129711151, + 0.044079720973968506, + 0.11166384071111679, + 0.0573442205786705 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.07005716115236282 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cathedral-like library with towering bookshelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an extremely low angle looking up at the shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the bookshelves and books transform from solid wood/leather into a black, viscous, gooey mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in black-and-white with a single light source casting long shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gooey mass flow down the shelves and form a shimmering pool on the dark marble floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005252490285784006 + ], + "opposite_logprob_tokens": [ + -5.255252361297607 + ], + "logprob_reward": -0.005252490285784006, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005252490285784006, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05180773138999939, + 0.027759814634919167, + 0.07172264158725739, + 0.022743599489331245, + 0.130299910902977, + 0.08023214340209961, + 0.045055635273456573, + 0.28168368339538574, + 0.14099562168121338, + 0.1476992666721344 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.005252490285784006 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extremely low-angle wide shot gazes across the vast, towering bookshelves of an ancient, cathedral-like library, their tops disappearing into the vast darkness of a vaulted ceiling. Crafted from dark, polished oak, with intricate Gothic carvings, the shelves are filled with thousands of ancient, leather-bound books of varying sizes. The scene is bathed in a gloomy black-and-white light, with a single, feeble source of light emanating from outside the camera casting long, dramatic shadows and highlighting a layer of fine dust in the still air. The impossible movement begins as the rigid structure of the bookshelf begins to tremble uncomfortably; the solid wood bends and sags as if made of wax. Simultaneously, the ancient books begin to melt, their rigid leather covers bubbling and dissolving into the yellowing pages beneath. The entire mass transforms into a black, viscous, gooey mass that initially drips slowly, then flows in a heavy, relentless stream down the shelf's surface, the inky liquid shimmering in the dim light. These streams cascade onto the dark marble floor below, forming an ever-growing, shimmering pool and filling the frame with a nightmarish atmosphere of silence, surreality, and magnificent decay.", + "seed": 28500, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_0/index_6886_seed_28500_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.081351982569322, + "vlm_logprob": -0.081351982569322, + "vlm_yes_no_margin": 4.174999988079071, + "vlm_token_credit": -0.081351982569322, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cathedral-like library with towering bookshelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an extremely low angle looking up at the shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the bookshelves and books transform from solid wood/leather into a black, viscous, gooey mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in black-and-white with a single light source casting long shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gooey mass flow down the shelves and form a shimmering pool on the dark marble floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010596557520329952 + ], + "opposite_logprob_tokens": [ + -4.635596752166748 + ], + "logprob_reward": -0.010596557520329952, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.010596557520329952, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15432581305503845, + 0.12043686211109161, + 0.06365785002708435, + 0.15041624009609222, + 0.2497151792049408, + 0.031887538731098175, + 0.01507103443145752, + 0.019942093640565872, + 0.018763098865747452, + 0.1757843792438507 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.010596557520329952 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cathedral-like library with towering bookshelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an extremely low angle looking up at the shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the bookshelves and books transform from solid wood/leather into a black, viscous, gooey mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in black-and-white with a single light source casting long shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gooey mass flow down the shelves and form a shimmering pool on the dark marble floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486705422401428 + ], + "opposite_logprob_tokens": [ + -1.223670482635498 + ], + "logprob_reward": -0.3486705422401428, + "yes_no_margin_reward": 0.8749999403953552, + "token_credit_reward": -0.3486705422401428, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11292794346809387, + 0.0636553168296814, + 0.1040308028459549, + 0.04984161630272865, + 0.2844082713127136, + 0.03200382739305496, + 0.04088626801967621, + 0.09690997749567032, + 0.039322130382061005, + 0.17601378262043 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.3486705422401428 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cathedral-like library with towering bookshelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an extremely low angle looking up at the shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the bookshelves and books transform from solid wood/leather into a black, viscous, gooey mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in black-and-white with a single light source casting long shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gooey mass flow down the shelves and form a shimmering pool on the dark marble floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022053224965929985 + ], + "opposite_logprob_tokens": [ + -6.1272053718566895 + ], + "logprob_reward": -0.0022053224965929985, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022053224965929985, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1447727084159851, + 0.09085023403167725, + 0.07320922613143921, + 0.16008226573467255, + 0.11143583059310913, + 0.06109287217259407, + 0.043177857995033264, + 0.10898926854133606, + 0.03492989018559456, + 0.1714598536491394 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.0022053224965929985 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cathedral-like library with towering bookshelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an extremely low angle looking up at the shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the bookshelves and books transform from solid wood/leather into a black, viscous, gooey mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in black-and-white with a single light source casting long shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gooey mass flow down the shelves and form a shimmering pool on the dark marble floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04308966174721718 + ], + "opposite_logprob_tokens": [ + -3.1680896282196045 + ], + "logprob_reward": -0.04308966174721718, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04308966174721718, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2581145167350769, + 0.10600347071886063, + 0.11750003695487976, + 0.1368718445301056, + 0.06746973097324371, + 0.03930094093084335, + 0.02085954137146473, + 0.025113815441727638, + 0.03387157991528511, + 0.19489455223083496 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.04308966174721718 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cathedral-like library with towering bookshelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an extremely low angle looking up at the shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the bookshelves and books transform from solid wood/leather into a black, viscous, gooey mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in black-and-white with a single light source casting long shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gooey mass flow down the shelves and form a shimmering pool on the dark marble floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021978288423269987 + ], + "opposite_logprob_tokens": [ + -6.127197742462158 + ], + "logprob_reward": -0.0021978288423269987, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021978288423269987, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06068240851163864, + 0.099613718688488, + 0.05421791598200798, + 0.024954145774245262, + 0.1063796803355217, + 0.09527917951345444, + 0.029153915122151375, + 0.0733894631266594, + 0.028348935768008232, + 0.4279806315898895 + ], + "top_frames": [ + 9, + 4, + 1 + ], + "selected_reward": -0.0021978288423269987 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_1/index_tensor([3162, 3162])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_1/index_tensor([3162, 3162])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0080aa366dac1f15ba573cc816911bdf3ba965de --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_1/index_tensor([3162, 3162])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a scene steeped in the aesthetics of a PlayStation 1 game, a crane shot begins in a medium shot, capturing the decisive blow, then slowly and steadily advances, ultimately focusing on a close-up of the victor. The scene depicts a heroic turtle, wearing a signature purple mask, his entire body composed of jagged, angular polygons, his skin covered in a low-resolution green texture. He holds a powerful, retracting stance, his hands tightly gripping a long, low-polygon brown staff. At his feet, his recently defeated opponent falls backward in a stiff, canned animation, his body erupting in a shower of bright, pixelated orange sparks that flicker and quickly fade across the low-resolution concrete floor. The scene is set in a dimly lit industrial area, with buildings clad in a blurry, repetitive brickwork. Polygonal seams and slight texture distortion are evident throughout, and hard shadows cast by a single, cool-toned light source create a strong, retro feel. As the camera moves inexorably closer, the frame gradually tightens, blurring the background until it becomes a tight close-up, completely focused on the resolute facial expression of the hero turtle. His face, composed of simple geometric shapes, his eyes reveal an unwavering determination through the openings of his purple mask, and his mouth is tightly closed into a straight line, perfectly conveying the calm, focused, and powerful atmosphere after a victorious battle.", + "seed": 4004, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_1/index_3162_seed_4004_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03162731737829745, + "vlm_logprob": -0.03162731737829745, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.03162731737829745, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heroic turtle wearing a purple mask with a low-resolution green texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the turtle holding a long, low-polygon brown staff in a powerful, retracting stance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a defeated opponent visible at the turtle's feet, falling backward with pixelated orange sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in a dimly lit industrial area with blurry, repetitive brickwork buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start as a medium shot and slowly advance to a tight close-up of the turtle's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009086212143301964 + ], + "opposite_logprob_tokens": [ + -4.7590861320495605 + ], + "logprob_reward": -0.009086212143301964, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.009086212143301964, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05279798433184624, + 0.0495862141251564, + 0.05050616338849068, + 0.04224240407347679, + 0.028009219095110893, + 0.022402217611670494, + 0.4711892306804657, + 0.10754016041755676, + 0.053835608065128326, + 0.12189080566167831 + ], + "top_frames": [ + 6, + 9, + 7 + ], + "selected_reward": -0.009086212143301964 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heroic turtle wearing a purple mask with a low-resolution green texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the turtle holding a long, low-polygon brown staff in a powerful, retracting stance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a defeated opponent visible at the turtle's feet, falling backward with pixelated orange sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in a dimly lit industrial area with blurry, repetitive brickwork buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start as a medium shot and slowly advance to a tight close-up of the turtle's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001559436321259 + ], + "opposite_logprob_tokens": [ + -2.6950156688690186 + ], + "logprob_reward": -0.07001559436321259, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001559436321259, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2513944208621979, + 0.1311766505241394, + 0.06853007525205612, + 0.05623793601989746, + 0.0827399268746376, + 0.030051302164793015, + 0.07064380496740341, + 0.14579328894615173, + 0.07408079504966736, + 0.08935180306434631 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.07001559436321259 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heroic turtle wearing a purple mask with a low-resolution green texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the turtle holding a long, low-polygon brown staff in a powerful, retracting stance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a defeated opponent visible at the turtle's feet, falling backward with pixelated orange sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in a dimly lit industrial area with blurry, repetitive brickwork buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start as a medium shot and slowly advance to a tight close-up of the turtle's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01418448705226183 + ], + "opposite_logprob_tokens": [ + -4.264184474945068 + ], + "logprob_reward": -0.01418448705226183, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01418448705226183, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2520149052143097, + 0.0901106745004654, + 0.08171653747558594, + 0.07010594010353088, + 0.13800238072872162, + 0.03253593295812607, + 0.10862474888563156, + 0.1255081743001938, + 0.05969921126961708, + 0.041681498289108276 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.01418448705226183 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heroic turtle wearing a purple mask with a low-resolution green texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the turtle holding a long, low-polygon brown staff in a powerful, retracting stance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a defeated opponent visible at the turtle's feet, falling backward with pixelated orange sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in a dimly lit industrial area with blurry, repetitive brickwork buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start as a medium shot and slowly advance to a tight close-up of the turtle's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06203484162688255 + ], + "opposite_logprob_tokens": [ + -2.812034845352173 + ], + "logprob_reward": -0.06203484162688255, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06203484162688255, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09329627454280853, + 0.13135427236557007, + 0.2176866978406906, + 0.1518794745206833, + 0.1316131204366684, + 0.014245095662772655, + 0.06675519794225693, + 0.13254593312740326, + 0.04335165023803711, + 0.01727231964468956 + ], + "top_frames": [ + 2, + 3, + 7 + ], + "selected_reward": -0.06203484162688255 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heroic turtle wearing a purple mask with a low-resolution green texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the turtle holding a long, low-polygon brown staff in a powerful, retracting stance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a defeated opponent visible at the turtle's feet, falling backward with pixelated orange sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in a dimly lit industrial area with blurry, repetitive brickwork buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start as a medium shot and slowly advance to a tight close-up of the turtle's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002815451705828309 + ], + "opposite_logprob_tokens": [ + -5.877815246582031 + ], + "logprob_reward": -0.002815451705828309, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002815451705828309, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16204020380973816, + 0.13969416916370392, + 0.09294412285089493, + 0.06502276659011841, + 0.07488898187875748, + 0.03955059498548508, + 0.08983759582042694, + 0.22756679356098175, + 0.07022010535001755, + 0.038234636187553406 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.002815451705828309 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a scene steeped in the aesthetics of a PlayStation 1 game, a crane shot begins in a medium shot, capturing the decisive blow, then slowly and steadily advances, ultimately focusing on a close-up of the victor. The scene depicts a heroic turtle, wearing a signature purple mask, his entire body composed of jagged, angular polygons, his skin covered in a low-resolution green texture. He holds a powerful, retracting stance, his hands tightly gripping a long, low-polygon brown staff. At his feet, his recently defeated opponent falls backward in a stiff, canned animation, his body erupting in a shower of bright, pixelated orange sparks that flicker and quickly fade across the low-resolution concrete floor. The scene is set in a dimly lit industrial area, with buildings clad in a blurry, repetitive brickwork. Polygonal seams and slight texture distortion are evident throughout, and hard shadows cast by a single, cool-toned light source create a strong, retro feel. As the camera moves inexorably closer, the frame gradually tightens, blurring the background until it becomes a tight close-up, completely focused on the resolute facial expression of the hero turtle. His face, composed of simple geometric shapes, his eyes reveal an unwavering determination through the openings of his purple mask, and his mouth is tightly closed into a straight line, perfectly conveying the calm, focused, and powerful atmosphere after a victorious battle.", + "seed": 4005, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_1/index_3162_seed_4005_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.015150021063163877, + "vlm_logprob": -0.015150021063163877, + "vlm_yes_no_margin": 4.45, + "vlm_token_credit": -0.015150021063163877, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heroic turtle wearing a purple mask with a low-resolution green texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the turtle holding a long, low-polygon brown staff in a powerful, retracting stance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a defeated opponent visible at the turtle's feet, falling backward with pixelated orange sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in a dimly lit industrial area with blurry, repetitive brickwork buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start as a medium shot and slowly advance to a tight close-up of the turtle's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010292783379554749 + ], + "opposite_logprob_tokens": [ + -4.635293006896973 + ], + "logprob_reward": -0.010292783379554749, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.010292783379554749, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0672207847237587, + 0.039525095373392105, + 0.062076594680547714, + 0.04542608559131622, + 0.03272856026887894, + 0.04605044052004814, + 0.12213552743196487, + 0.1347566395998001, + 0.06652471423149109, + 0.3835555613040924 + ], + "top_frames": [ + 9, + 7, + 6 + ], + "selected_reward": -0.010292783379554749 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heroic turtle wearing a purple mask with a low-resolution green texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the turtle holding a long, low-polygon brown staff in a powerful, retracting stance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a defeated opponent visible at the turtle's feet, falling backward with pixelated orange sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in a dimly lit industrial area with blurry, repetitive brickwork buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start as a medium shot and slowly advance to a tight close-up of the turtle's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020584875717759132 + ], + "opposite_logprob_tokens": [ + -3.89558482170105 + ], + "logprob_reward": -0.020584875717759132, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020584875717759132, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2666831314563751, + 0.10424160212278366, + 0.13922938704490662, + 0.09134677052497864, + 0.06637872755527496, + 0.09638260304927826, + 0.04547899588942528, + 0.06956757605075836, + 0.07263001799583435, + 0.04806123673915863 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.020584875717759132 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heroic turtle wearing a purple mask with a low-resolution green texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the turtle holding a long, low-polygon brown staff in a powerful, retracting stance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a defeated opponent visible at the turtle's feet, falling backward with pixelated orange sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in a dimly lit industrial area with blurry, repetitive brickwork buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start as a medium shot and slowly advance to a tight close-up of the turtle's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016057927161455154 + ], + "opposite_logprob_tokens": [ + -4.141057968139648 + ], + "logprob_reward": -0.016057927161455154, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016057927161455154, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30799344182014465, + 0.05290161445736885, + 0.05300777778029442, + 0.10792062431573868, + 0.06084051728248596, + 0.07018229365348816, + 0.03829376399517059, + 0.05957893654704094, + 0.03774520009756088, + 0.2115357518196106 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.016057927161455154 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heroic turtle wearing a purple mask with a low-resolution green texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the turtle holding a long, low-polygon brown staff in a powerful, retracting stance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a defeated opponent visible at the turtle's feet, falling backward with pixelated orange sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in a dimly lit industrial area with blurry, repetitive brickwork buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start as a medium shot and slowly advance to a tight close-up of the turtle's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026329591870307922 + ], + "opposite_logprob_tokens": [ + -3.651329517364502 + ], + "logprob_reward": -0.026329591870307922, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026329591870307922, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11854387074708939, + 0.1793605387210846, + 0.35498300194740295, + 0.053543273359537125, + 0.04208530858159065, + 0.03233404830098152, + 0.09721294045448303, + 0.044021982699632645, + 0.0436115600168705, + 0.03430350497364998 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.026329591870307922 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heroic turtle wearing a purple mask with a low-resolution green texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the turtle holding a long, low-polygon brown staff in a powerful, retracting stance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a defeated opponent visible at the turtle's feet, falling backward with pixelated orange sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in a dimly lit industrial area with blurry, repetitive brickwork buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start as a medium shot and slowly advance to a tight close-up of the turtle's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002484927186742425 + ], + "opposite_logprob_tokens": [ + -6.0024847984313965 + ], + "logprob_reward": -0.002484927186742425, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002484927186742425, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09055975824594498, + 0.0847962498664856, + 0.10820339620113373, + 0.07851532101631165, + 0.043709393590688705, + 0.04365256428718567, + 0.11184091866016388, + 0.03423910215497017, + 0.043227795511484146, + 0.3612555265426636 + ], + "top_frames": [ + 9, + 6, + 2 + ], + "selected_reward": -0.002484927186742425 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a scene steeped in the aesthetics of a PlayStation 1 game, a crane shot begins in a medium shot, capturing the decisive blow, then slowly and steadily advances, ultimately focusing on a close-up of the victor. The scene depicts a heroic turtle, wearing a signature purple mask, his entire body composed of jagged, angular polygons, his skin covered in a low-resolution green texture. He holds a powerful, retracting stance, his hands tightly gripping a long, low-polygon brown staff. At his feet, his recently defeated opponent falls backward in a stiff, canned animation, his body erupting in a shower of bright, pixelated orange sparks that flicker and quickly fade across the low-resolution concrete floor. The scene is set in a dimly lit industrial area, with buildings clad in a blurry, repetitive brickwork. Polygonal seams and slight texture distortion are evident throughout, and hard shadows cast by a single, cool-toned light source create a strong, retro feel. As the camera moves inexorably closer, the frame gradually tightens, blurring the background until it becomes a tight close-up, completely focused on the resolute facial expression of the hero turtle. His face, composed of simple geometric shapes, his eyes reveal an unwavering determination through the openings of his purple mask, and his mouth is tightly closed into a straight line, perfectly conveying the calm, focused, and powerful atmosphere after a victorious battle.", + "seed": 4006, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_1/index_3162_seed_4006_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.021931802108883857, + "vlm_logprob": -0.021931802108883857, + "vlm_yes_no_margin": 4.55, + "vlm_token_credit": -0.021931802108883857, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heroic turtle wearing a purple mask with a low-resolution green texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the turtle holding a long, low-polygon brown staff in a powerful, retracting stance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a defeated opponent visible at the turtle's feet, falling backward with pixelated orange sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in a dimly lit industrial area with blurry, repetitive brickwork buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start as a medium shot and slowly advance to a tight close-up of the turtle's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004057034384459257 + ], + "opposite_logprob_tokens": [ + -5.629056930541992 + ], + "logprob_reward": -0.004057034384459257, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.004057034384459257, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25675660371780396, + 0.05087590217590332, + 0.042217232286930084, + 0.06335083395242691, + 0.09038498252630234, + 0.3132115304470062, + 0.04897679388523102, + 0.047739576548337936, + 0.033033423125743866, + 0.053453173488378525 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.004057034384459257 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heroic turtle wearing a purple mask with a low-resolution green texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the turtle holding a long, low-polygon brown staff in a powerful, retracting stance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a defeated opponent visible at the turtle's feet, falling backward with pixelated orange sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in a dimly lit industrial area with blurry, repetitive brickwork buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start as a medium shot and slowly advance to a tight close-up of the turtle's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016071300953626633 + ], + "opposite_logprob_tokens": [ + -4.141071319580078 + ], + "logprob_reward": -0.016071300953626633, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016071300953626633, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2388695925474167, + 0.17967775464057922, + 0.03629937395453453, + 0.03234453499317169, + 0.23112089931964874, + 0.12021955847740173, + 0.07240921258926392, + 0.025296906009316444, + 0.03386174514889717, + 0.029900547116994858 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.016071300953626633 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heroic turtle wearing a purple mask with a low-resolution green texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the turtle holding a long, low-polygon brown staff in a powerful, retracting stance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a defeated opponent visible at the turtle's feet, falling backward with pixelated orange sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in a dimly lit industrial area with blurry, repetitive brickwork buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start as a medium shot and slowly advance to a tight close-up of the turtle's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059408750385046005 + ], + "opposite_logprob_tokens": [ + -5.130940914154053 + ], + "logprob_reward": -0.0059408750385046005, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059408750385046005, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24236395955085754, + 0.231511190533638, + 0.13775916397571564, + 0.05715964362025261, + 0.1482037603855133, + 0.057356227189302444, + 0.03162617236375809, + 0.03400641679763794, + 0.030574508011341095, + 0.029438944533467293 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.0059408750385046005 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heroic turtle wearing a purple mask with a low-resolution green texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the turtle holding a long, low-polygon brown staff in a powerful, retracting stance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a defeated opponent visible at the turtle's feet, falling backward with pixelated orange sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in a dimly lit industrial area with blurry, repetitive brickwork buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start as a medium shot and slowly advance to a tight close-up of the turtle's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07895639538764954 + ], + "opposite_logprob_tokens": [ + -2.578956365585327 + ], + "logprob_reward": -0.07895639538764954, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07895639538764954, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6851353049278259, + 0.045310843735933304, + 0.06244105473160744, + 0.06283313035964966, + 0.05636702850461006, + 0.027760084718465805, + 0.014197953045368195, + 0.01614975742995739, + 0.012349806725978851, + 0.017455032095313072 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.07895639538764954 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heroic turtle wearing a purple mask with a low-resolution green texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the turtle holding a long, low-polygon brown staff in a powerful, retracting stance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a defeated opponent visible at the turtle's feet, falling backward with pixelated orange sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in a dimly lit industrial area with blurry, repetitive brickwork buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start as a medium shot and slowly advance to a tight close-up of the turtle's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004633404780179262 + ], + "opposite_logprob_tokens": [ + -5.37963342666626 + ], + "logprob_reward": -0.004633404780179262, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004633404780179262, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2374964952468872, + 0.09904851019382477, + 0.02601056918501854, + 0.08444125950336456, + 0.16871000826358795, + 0.14469166100025177, + 0.12400909513235092, + 0.05286695808172226, + 0.042201440781354904, + 0.02052401937544346 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.004633404780179262 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a scene steeped in the aesthetics of a PlayStation 1 game, a crane shot begins in a medium shot, capturing the decisive blow, then slowly and steadily advances, ultimately focusing on a close-up of the victor. The scene depicts a heroic turtle, wearing a signature purple mask, his entire body composed of jagged, angular polygons, his skin covered in a low-resolution green texture. He holds a powerful, retracting stance, his hands tightly gripping a long, low-polygon brown staff. At his feet, his recently defeated opponent falls backward in a stiff, canned animation, his body erupting in a shower of bright, pixelated orange sparks that flicker and quickly fade across the low-resolution concrete floor. The scene is set in a dimly lit industrial area, with buildings clad in a blurry, repetitive brickwork. Polygonal seams and slight texture distortion are evident throughout, and hard shadows cast by a single, cool-toned light source create a strong, retro feel. As the camera moves inexorably closer, the frame gradually tightens, blurring the background until it becomes a tight close-up, completely focused on the resolute facial expression of the hero turtle. His face, composed of simple geometric shapes, his eyes reveal an unwavering determination through the openings of his purple mask, and his mouth is tightly closed into a straight line, perfectly conveying the calm, focused, and powerful atmosphere after a victorious battle.", + "seed": 4007, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_1/index_3162_seed_4007_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.01911550140939653, + "vlm_logprob": -0.01911550140939653, + "vlm_yes_no_margin": 4.625, + "vlm_token_credit": -0.01911550140939653, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heroic turtle wearing a purple mask with a low-resolution green texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the turtle holding a long, low-polygon brown staff in a powerful, retracting stance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a defeated opponent visible at the turtle's feet, falling backward with pixelated orange sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in a dimly lit industrial area with blurry, repetitive brickwork buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start as a medium shot and slowly advance to a tight close-up of the turtle's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005695661995559931 + ], + "opposite_logprob_tokens": [ + -5.255695819854736 + ], + "logprob_reward": -0.005695661995559931, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005695661995559931, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08416782319545746, + 0.028003979474306107, + 0.0652943104505539, + 0.04288637265563011, + 0.1879374235868454, + 0.17590542137622833, + 0.06940880417823792, + 0.1298714578151703, + 0.08709235489368439, + 0.12943202257156372 + ], + "top_frames": [ + 4, + 5, + 7 + ], + "selected_reward": -0.005695661995559931 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heroic turtle wearing a purple mask with a low-resolution green texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the turtle holding a long, low-polygon brown staff in a powerful, retracting stance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a defeated opponent visible at the turtle's feet, falling backward with pixelated orange sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in a dimly lit industrial area with blurry, repetitive brickwork buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start as a medium shot and slowly advance to a tight close-up of the turtle's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0205827746540308 + ], + "opposite_logprob_tokens": [ + -3.895582675933838 + ], + "logprob_reward": -0.0205827746540308, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.0205827746540308, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10073317587375641, + 0.045470502227544785, + 0.06276214122772217, + 0.04974808916449547, + 0.4587058424949646, + 0.025983834639191628, + 0.03673287481069565, + 0.039425238966941833, + 0.14323881268501282, + 0.037199467420578 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.0205827746540308 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heroic turtle wearing a purple mask with a low-resolution green texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the turtle holding a long, low-polygon brown staff in a powerful, retracting stance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a defeated opponent visible at the turtle's feet, falling backward with pixelated orange sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in a dimly lit industrial area with blurry, repetitive brickwork buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start as a medium shot and slowly advance to a tight close-up of the turtle's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003187577472999692 + ], + "opposite_logprob_tokens": [ + -5.753187656402588 + ], + "logprob_reward": -0.003187577472999692, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003187577472999692, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32015541195869446, + 0.036890529096126556, + 0.06112098693847656, + 0.0614064522087574, + 0.22641202807426453, + 0.05028131604194641, + 0.03974088281393051, + 0.02529335767030716, + 0.12873217463493347, + 0.049966830760240555 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.003187577472999692 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heroic turtle wearing a purple mask with a low-resolution green texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the turtle holding a long, low-polygon brown staff in a powerful, retracting stance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a defeated opponent visible at the turtle's feet, falling backward with pixelated orange sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in a dimly lit industrial area with blurry, repetitive brickwork buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start as a medium shot and slowly advance to a tight close-up of the turtle's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06202240288257599 + ], + "opposite_logprob_tokens": [ + -2.8120224475860596 + ], + "logprob_reward": -0.06202240288257599, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06202240288257599, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07630240172147751, + 0.07197821885347366, + 0.5777875185012817, + 0.056682098656892776, + 0.025271674618124962, + 0.023197410628199577, + 0.030022738501429558, + 0.010099857114255428, + 0.11075364053249359, + 0.01790434867143631 + ], + "top_frames": [ + 2, + 8, + 0 + ], + "selected_reward": -0.06202240288257599 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heroic turtle wearing a purple mask with a low-resolution green texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the turtle holding a long, low-polygon brown staff in a powerful, retracting stance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a defeated opponent visible at the turtle's feet, falling backward with pixelated orange sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in a dimly lit industrial area with blurry, repetitive brickwork buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start as a medium shot and slowly advance to a tight close-up of the turtle's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004089090041816235 + ], + "opposite_logprob_tokens": [ + -5.504088878631592 + ], + "logprob_reward": -0.004089090041816235, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004089090041816235, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06272377073764801, + 0.21715524792671204, + 0.13612018525600433, + 0.09886172413825989, + 0.14020074903964996, + 0.042155854403972626, + 0.09672055393457413, + 0.05965293198823929, + 0.09838975965976715, + 0.04801926016807556 + ], + "top_frames": [ + 1, + 4, + 2 + ], + "selected_reward": -0.004089090041816235 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_10/index_tensor([5828, 5828])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_10/index_tensor([5828, 5828])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..17ed7b44b2468656bac772425fe0a6e8c51f923e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_10/index_tensor([5828, 5828])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic, low-altitude drone tracking shot closely follows a steed, jet-black, shimmering satin, from the side and rear. It gallops vigorously across the vast, jagged summit of the ancient Great Wall, braving a fierce, strong wind. The horse's muscles bulge, and each powerful kick sends tiny pebbles and dust from the weathered gray masonry flung backward, carving brief arcs through the air. Its long black mane and tail dance wildly in the strong wind, its nostrils flaring with intense breathing, its eyes revealing an unyielding determination. The Great Wall, as captured, resembles a giant gray dragon, winding its way across rolling green mountains, stretching endlessly into the distance until it disappears beneath a gloomy, cloud-covered skyline. The entire scene is captured in an even, cool, diffuse light, dominated by a palette of somber grays, blacks, and dark greens, creating an atmosphere of desolation, loneliness, and epic power.", + "seed": 31691, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_10/index_5828_seed_31691_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06062784921377897, + "vlm_logprob": -0.06062784921377897, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.06062784921377897, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a jet-black steed with shimmering satin fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse galloping vigorously across the jagged summit of the Great Wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera follow the horse from the side and rear in a low-altitude tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the horse's muscles bulging and is dust/pebbles flung backward by its kicks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit with even, cool, diffuse light dominated by somber grays, blacks, and dark greens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.13190196454524994 + ], + "opposite_logprob_tokens": [ + -2.131901979446411 + ], + "logprob_reward": -0.13190196454524994, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.13190196454524994, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1322512924671173, + 0.12134714424610138, + 0.11205340176820755, + 0.06503142416477203, + 0.08664245158433914, + 0.14723050594329834, + 0.12063457071781158, + 0.08364823460578918, + 0.0421697273850441, + 0.08899125456809998 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.13190196454524994 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a jet-black steed with shimmering satin fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse galloping vigorously across the jagged summit of the Great Wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera follow the horse from the side and rear in a low-altitude tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the horse's muscles bulging and is dust/pebbles flung backward by its kicks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit with even, cool, diffuse light dominated by somber grays, blacks, and dark greens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11296482384204865 + ], + "opposite_logprob_tokens": [ + -2.2379648685455322 + ], + "logprob_reward": -0.11296482384204865, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11296482384204865, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05307365953922272, + 0.11981941014528275, + 0.09213181585073471, + 0.05360180884599686, + 0.06435182690620422, + 0.048893820494413376, + 0.10283338278532028, + 0.15538863837718964, + 0.05293053388595581, + 0.2569751441478729 + ], + "top_frames": [ + 9, + 7, + 1 + ], + "selected_reward": -0.11296482384204865 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a jet-black steed with shimmering satin fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse galloping vigorously across the jagged summit of the Great Wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera follow the horse from the side and rear in a low-altitude tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the horse's muscles bulging and is dust/pebbles flung backward by its kicks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit with even, cool, diffuse light dominated by somber grays, blacks, and dark greens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008640640415251255 + ], + "opposite_logprob_tokens": [ + -4.758640766143799 + ], + "logprob_reward": -0.008640640415251255, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008640640415251255, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.054701175540685654, + 0.11492250114679337, + 0.08411360532045364, + 0.0754547268152237, + 0.09299369156360626, + 0.10969028621912003, + 0.08560007810592651, + 0.08352687954902649, + 0.08381099998950958, + 0.21518608927726746 + ], + "top_frames": [ + 9, + 1, + 5 + ], + "selected_reward": -0.008640640415251255 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a jet-black steed with shimmering satin fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse galloping vigorously across the jagged summit of the Great Wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera follow the horse from the side and rear in a low-altitude tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the horse's muscles bulging and is dust/pebbles flung backward by its kicks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit with even, cool, diffuse light dominated by somber grays, blacks, and dark greens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026348169893026352 + ], + "opposite_logprob_tokens": [ + -3.651348114013672 + ], + "logprob_reward": -0.026348169893026352, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026348169893026352, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10815415531396866, + 0.06358129531145096, + 0.06120800971984863, + 0.04516750946640968, + 0.07420314103364944, + 0.10159275680780411, + 0.161932572722435, + 0.09039974212646484, + 0.05861326679587364, + 0.23514749109745026 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.026348169893026352 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a jet-black steed with shimmering satin fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse galloping vigorously across the jagged summit of the Great Wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera follow the horse from the side and rear in a low-altitude tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the horse's muscles bulging and is dust/pebbles flung backward by its kicks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit with even, cool, diffuse light dominated by somber grays, blacks, and dark greens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023283647373318672 + ], + "opposite_logprob_tokens": [ + -3.7732837200164795 + ], + "logprob_reward": -0.023283647373318672, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023283647373318672, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11310926824808121, + 0.15222536027431488, + 0.08309593051671982, + 0.1291734129190445, + 0.10747745633125305, + 0.06533686071634293, + 0.07564279437065125, + 0.14726248383522034, + 0.07387151569128036, + 0.05280489847064018 + ], + "top_frames": [ + 1, + 7, + 3 + ], + "selected_reward": -0.023283647373318672 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-altitude drone tracking shot closely follows a steed, jet-black, shimmering satin, from the side and rear. It gallops vigorously across the vast, jagged summit of the ancient Great Wall, braving a fierce, strong wind. The horse's muscles bulge, and each powerful kick sends tiny pebbles and dust from the weathered gray masonry flung backward, carving brief arcs through the air. Its long black mane and tail dance wildly in the strong wind, its nostrils flaring with intense breathing, its eyes revealing an unyielding determination. The Great Wall, as captured, resembles a giant gray dragon, winding its way across rolling green mountains, stretching endlessly into the distance until it disappears beneath a gloomy, cloud-covered skyline. The entire scene is captured in an even, cool, diffuse light, dominated by a palette of somber grays, blacks, and dark greens, creating an atmosphere of desolation, loneliness, and epic power.", + "seed": 31692, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_10/index_5828_seed_31692_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08041196949779987, + "vlm_logprob": -0.08041196949779987, + "vlm_yes_no_margin": 2.875, + "vlm_token_credit": -0.08041196949779987, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a jet-black steed with shimmering satin fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse galloping vigorously across the jagged summit of the Great Wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera follow the horse from the side and rear in a low-altitude tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the horse's muscles bulging and is dust/pebbles flung backward by its kicks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit with even, cool, diffuse light dominated by somber grays, blacks, and dark greens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22725477814674377 + ], + "opposite_logprob_tokens": [ + -1.6022547483444214 + ], + "logprob_reward": -0.22725477814674377, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22725477814674377, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08579996228218079, + 0.04586244374513626, + 0.37560662627220154, + 0.22506584227085114, + 0.027681874111294746, + 0.029476506635546684, + 0.04076613858342171, + 0.03256842866539955, + 0.043454304337501526, + 0.0937177985906601 + ], + "top_frames": [ + 2, + 3, + 9 + ], + "selected_reward": -0.22725477814674377 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a jet-black steed with shimmering satin fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse galloping vigorously across the jagged summit of the Great Wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera follow the horse from the side and rear in a low-altitude tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the horse's muscles bulging and is dust/pebbles flung backward by its kicks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit with even, cool, diffuse light dominated by somber grays, blacks, and dark greens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07005571573972702 + ], + "opposite_logprob_tokens": [ + -2.6950557231903076 + ], + "logprob_reward": -0.07005571573972702, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07005571573972702, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13890765607357025, + 0.08238043636083603, + 0.11137805134057999, + 0.24627399444580078, + 0.053545188158750534, + 0.08267299085855484, + 0.031174173578619957, + 0.03968014940619469, + 0.077964648604393, + 0.13602276146411896 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.07005571573972702 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a jet-black steed with shimmering satin fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse galloping vigorously across the jagged summit of the Great Wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera follow the horse from the side and rear in a low-altitude tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the horse's muscles bulging and is dust/pebbles flung backward by its kicks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit with even, cool, diffuse light dominated by somber grays, blacks, and dark greens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607622765004635 + ], + "opposite_logprob_tokens": [ + -4.14107608795166 + ], + "logprob_reward": -0.01607622765004635, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607622765004635, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11803314089775085, + 0.08806776255369186, + 0.1482904702425003, + 0.1315510869026184, + 0.04772660881280899, + 0.050592031329870224, + 0.03251941502094269, + 0.10930091887712479, + 0.15488289296627045, + 0.11903568357229233 + ], + "top_frames": [ + 8, + 2, + 3 + ], + "selected_reward": -0.01607622765004635 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a jet-black steed with shimmering satin fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse galloping vigorously across the jagged summit of the Great Wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera follow the horse from the side and rear in a low-altitude tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the horse's muscles bulging and is dust/pebbles flung backward by its kicks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit with even, cool, diffuse light dominated by somber grays, blacks, and dark greens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371262177824974 + ], + "opposite_logprob_tokens": [ + -3.40871262550354 + ], + "logprob_reward": -0.03371262177824974, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371262177824974, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05910014361143112, + 0.1382320523262024, + 0.2837929129600525, + 0.14138078689575195, + 0.04388999193906784, + 0.03189365938305855, + 0.030341092497110367, + 0.02375287190079689, + 0.1346823275089264, + 0.1129341870546341 + ], + "top_frames": [ + 2, + 3, + 1 + ], + "selected_reward": -0.03371262177824974 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a jet-black steed with shimmering satin fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse galloping vigorously across the jagged summit of the Great Wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera follow the horse from the side and rear in a low-altitude tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the horse's muscles bulging and is dust/pebbles flung backward by its kicks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit with even, cool, diffuse light dominated by somber grays, blacks, and dark greens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496050417423248 + ], + "opposite_logprob_tokens": [ + -2.9299604892730713 + ], + "logprob_reward": -0.05496050417423248, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496050417423248, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16594253480434418, + 0.04476035758852959, + 0.20370541512966156, + 0.07455282658338547, + 0.031809866428375244, + 0.061364978551864624, + 0.041377510875463486, + 0.02022973820567131, + 0.05452800169587135, + 0.3017287254333496 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.05496050417423248 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-altitude drone tracking shot closely follows a steed, jet-black, shimmering satin, from the side and rear. It gallops vigorously across the vast, jagged summit of the ancient Great Wall, braving a fierce, strong wind. The horse's muscles bulge, and each powerful kick sends tiny pebbles and dust from the weathered gray masonry flung backward, carving brief arcs through the air. Its long black mane and tail dance wildly in the strong wind, its nostrils flaring with intense breathing, its eyes revealing an unyielding determination. The Great Wall, as captured, resembles a giant gray dragon, winding its way across rolling green mountains, stretching endlessly into the distance until it disappears beneath a gloomy, cloud-covered skyline. The entire scene is captured in an even, cool, diffuse light, dominated by a palette of somber grays, blacks, and dark greens, creating an atmosphere of desolation, loneliness, and epic power.", + "seed": 31693, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_10/index_5828_seed_31693_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07758351024240255, + "vlm_logprob": -0.07758351024240255, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.07758351024240255, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a jet-black steed with shimmering satin fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse galloping vigorously across the jagged summit of the Great Wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera follow the horse from the side and rear in a low-altitude tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the horse's muscles bulging and is dust/pebbles flung backward by its kicks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit with even, cool, diffuse light dominated by somber grays, blacks, and dark greens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05808957293629646 + ], + "opposite_logprob_tokens": [ + -2.9330894947052 + ], + "logprob_reward": -0.05808957293629646, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05808957293629646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04853147268295288, + 0.01901794597506523, + 0.44227996468544006, + 0.0203073862940073, + 0.03762925788760185, + 0.04587992653250694, + 0.07641229778528214, + 0.03096579946577549, + 0.032769542187452316, + 0.24620641767978668 + ], + "top_frames": [ + 2, + 9, + 6 + ], + "selected_reward": -0.05808957293629646 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a jet-black steed with shimmering satin fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse galloping vigorously across the jagged summit of the Great Wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera follow the horse from the side and rear in a low-altitude tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the horse's muscles bulging and is dust/pebbles flung backward by its kicks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit with even, cool, diffuse light dominated by somber grays, blacks, and dark greens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28131964802742004 + ], + "opposite_logprob_tokens": [ + -1.4063196182250977 + ], + "logprob_reward": -0.28131964802742004, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28131964802742004, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05645620450377464, + 0.028833843767642975, + 0.5446738600730896, + 0.021154968068003654, + 0.029676105827093124, + 0.04981040209531784, + 0.09148577600717545, + 0.03852996975183487, + 0.012771300971508026, + 0.12660755217075348 + ], + "top_frames": [ + 2, + 9, + 6 + ], + "selected_reward": -0.28131964802742004 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a jet-black steed with shimmering satin fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse galloping vigorously across the jagged summit of the Great Wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera follow the horse from the side and rear in a low-altitude tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the horse's muscles bulging and is dust/pebbles flung backward by its kicks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit with even, cool, diffuse light dominated by somber grays, blacks, and dark greens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007632380351424217 + ], + "opposite_logprob_tokens": [ + -4.882632255554199 + ], + "logprob_reward": -0.007632380351424217, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007632380351424217, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.025729041546583176, + 0.03269447758793831, + 0.41060900688171387, + 0.021163761615753174, + 0.022564401850104332, + 0.03973322734236717, + 0.049652110785245895, + 0.035988401621580124, + 0.038683466613292694, + 0.323182076215744 + ], + "top_frames": [ + 2, + 9, + 6 + ], + "selected_reward": -0.007632380351424217 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a jet-black steed with shimmering satin fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse galloping vigorously across the jagged summit of the Great Wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera follow the horse from the side and rear in a low-altitude tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the horse's muscles bulging and is dust/pebbles flung backward by its kicks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit with even, cool, diffuse light dominated by somber grays, blacks, and dark greens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011080636642873287 + ], + "opposite_logprob_tokens": [ + -4.511080741882324 + ], + "logprob_reward": -0.011080636642873287, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011080636642873287, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06915972381830215, + 0.04700056463479996, + 0.4538872241973877, + 0.02141907811164856, + 0.04601549729704857, + 0.042121950536966324, + 0.03896668925881386, + 0.11177907139062881, + 0.03768511116504669, + 0.13196507096290588 + ], + "top_frames": [ + 2, + 9, + 7 + ], + "selected_reward": -0.011080636642873287 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a jet-black steed with shimmering satin fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse galloping vigorously across the jagged summit of the Great Wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera follow the horse from the side and rear in a low-altitude tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the horse's muscles bulging and is dust/pebbles flung backward by its kicks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit with even, cool, diffuse light dominated by somber grays, blacks, and dark greens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029795313253998756 + ], + "opposite_logprob_tokens": [ + -3.5297954082489014 + ], + "logprob_reward": -0.029795313253998756, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029795313253998756, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12656435370445251, + 0.009628970175981522, + 0.5236724615097046, + 0.026902060955762863, + 0.016642028465867043, + 0.020883427932858467, + 0.011202653869986534, + 0.04351407662034035, + 0.015130202285945415, + 0.20585981011390686 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.029795313253998756 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-altitude drone tracking shot closely follows a steed, jet-black, shimmering satin, from the side and rear. It gallops vigorously across the vast, jagged summit of the ancient Great Wall, braving a fierce, strong wind. The horse's muscles bulge, and each powerful kick sends tiny pebbles and dust from the weathered gray masonry flung backward, carving brief arcs through the air. Its long black mane and tail dance wildly in the strong wind, its nostrils flaring with intense breathing, its eyes revealing an unyielding determination. The Great Wall, as captured, resembles a giant gray dragon, winding its way across rolling green mountains, stretching endlessly into the distance until it disappears beneath a gloomy, cloud-covered skyline. The entire scene is captured in an even, cool, diffuse light, dominated by a palette of somber grays, blacks, and dark greens, creating an atmosphere of desolation, loneliness, and epic power.", + "seed": 31694, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_10/index_5828_seed_31694_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.09474548958241939, + "vlm_logprob": -0.09474548958241939, + "vlm_yes_no_margin": 2.65, + "vlm_token_credit": -0.09474548958241939, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a jet-black steed with shimmering satin fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse galloping vigorously across the jagged summit of the Great Wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera follow the horse from the side and rear in a low-altitude tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the horse's muscles bulging and is dust/pebbles flung backward by its kicks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit with even, cool, diffuse light dominated by somber grays, blacks, and dark greens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1623390018939972 + ], + "opposite_logprob_tokens": [ + -1.9123389720916748 + ], + "logprob_reward": -0.1623390018939972, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1623390018939972, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05491326376795769, + 0.048416752368211746, + 0.16392993927001953, + 0.051840972155332565, + 0.051725346595048904, + 0.3319215178489685, + 0.10279833525419235, + 0.10840409249067307, + 0.04426286369562149, + 0.04178684577345848 + ], + "top_frames": [ + 5, + 2, + 7 + ], + "selected_reward": -0.1623390018939972 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a jet-black steed with shimmering satin fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse galloping vigorously across the jagged summit of the Great Wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera follow the horse from the side and rear in a low-altitude tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the horse's muscles bulging and is dust/pebbles flung backward by its kicks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit with even, cool, diffuse light dominated by somber grays, blacks, and dark greens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428397297859192 + ], + "opposite_logprob_tokens": [ + -2.0178396701812744 + ], + "logprob_reward": -0.1428397297859192, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1428397297859192, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11925601214170456, + 0.11205743253231049, + 0.10455867648124695, + 0.09872017055749893, + 0.054561927914619446, + 0.30164915323257446, + 0.03364908695220947, + 0.09772542119026184, + 0.0270234402269125, + 0.05079865828156471 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.1428397297859192 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a jet-black steed with shimmering satin fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse galloping vigorously across the jagged summit of the Great Wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera follow the horse from the side and rear in a low-altitude tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the horse's muscles bulging and is dust/pebbles flung backward by its kicks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit with even, cool, diffuse light dominated by somber grays, blacks, and dark greens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01254265196621418 + ], + "opposite_logprob_tokens": [ + -4.387542724609375 + ], + "logprob_reward": -0.01254265196621418, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01254265196621418, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11046738177537918, + 0.06139915809035301, + 0.0865287333726883, + 0.05356121435761452, + 0.3252435624599457, + 0.0746118426322937, + 0.09385767579078674, + 0.10466685146093369, + 0.04117337241768837, + 0.048490166664123535 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.01254265196621418 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a jet-black steed with shimmering satin fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse galloping vigorously across the jagged summit of the Great Wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera follow the horse from the side and rear in a low-altitude tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the horse's muscles bulging and is dust/pebbles flung backward by its kicks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit with even, cool, diffuse light dominated by somber grays, blacks, and dark greens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307424649596214 + ], + "opposite_logprob_tokens": [ + -3.168074131011963 + ], + "logprob_reward": -0.04307424649596214, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307424649596214, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0659666582942009, + 0.046579767018556595, + 0.08716443181037903, + 0.0824509859085083, + 0.3903924226760864, + 0.1040089875459671, + 0.06474814563989639, + 0.049258019775152206, + 0.05884536728262901, + 0.05058518797159195 + ], + "top_frames": [ + 4, + 5, + 2 + ], + "selected_reward": -0.04307424649596214 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a jet-black steed with shimmering satin fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse galloping vigorously across the jagged summit of the Great Wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera follow the horse from the side and rear in a low-altitude tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the horse's muscles bulging and is dust/pebbles flung backward by its kicks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit with even, cool, diffuse light dominated by somber grays, blacks, and dark greens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11293181777000427 + ], + "opposite_logprob_tokens": [ + -2.237931728363037 + ], + "logprob_reward": -0.11293181777000427, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11293181777000427, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12144870311021805, + 0.06515663862228394, + 0.15929947793483734, + 0.09456586092710495, + 0.14855976402759552, + 0.08467013388872147, + 0.17536503076553345, + 0.04792618006467819, + 0.034228913486003876, + 0.06877928972244263 + ], + "top_frames": [ + 6, + 2, + 4 + ], + "selected_reward": -0.11293181777000427 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_11/index_tensor([732, 732])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_11/index_tensor([732, 732])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8164411ced15b94856c7e2138f2a85720bd8974c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_11/index_tensor([732, 732])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "high-fidelity CGI animation, rendered in extreme close-up, focuses on a massive, ghostly-faced hawk moth, its thick, hairy thorax rendered with a disturbing, bone-white skull pattern. Sculpted from a pitch-black, void-like background by a single, harsh overhead light, the giant moth unfolds its massive, velvety wings, covered in an intricate mosaic of deep chocolate brown, dusty ochre, and jet black, each microscopic scale visible with crystalline clarity. Its segmented abdomen contracts violently, its feathery antennae quivering with vibrations as it lets out a piercing, almost electronic howl. In sync with the scream, the unstable camera also trembled violently, as if hit by sound waves, causing every hyper-realistic detail in the picture - from its huge compound eyes flashing with highlights to the few scales floating in the air due to violent vibrations - to quickly switch between out of focus and clarity, creating a suffocating sense of fear from biological instinct and a strong visual and auditory impact.", + "seed": 15321, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_11/index_732_seed_15321_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.4010730214416981, + "vlm_logprob": -0.4010730214416981, + "vlm_yes_no_margin": 1.45, + "vlm_token_credit": -0.4010730214416981, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the moth's thorax thick, hairy, and patterned with a bone-white skull design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the moth's wings massive, velvety, and covered in a mosaic of deep chocolate brown, dusty ochre, and jet black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background pitch-black and void-like, illuminated by a single harsh overhead light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the moth's segmented abdomen contract violently while its feathery antennae quiver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tremble violently, causing the image to switch rapidly between out of focus and clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1022021621465683 + ], + "opposite_logprob_tokens": [ + -2.3522021770477295 + ], + "logprob_reward": -0.1022021621465683, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1022021621465683, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36294257640838623, + 0.05763616785407066, + 0.07259880751371384, + 0.11631129682064056, + 0.05317540466785431, + 0.08263834565877914, + 0.02070007659494877, + 0.03939051181077957, + 0.13177715241909027, + 0.06282970309257507 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.1022021621465683 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the moth's thorax thick, hairy, and patterned with a bone-white skull design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the moth's wings massive, velvety, and covered in a mosaic of deep chocolate brown, dusty ochre, and jet black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background pitch-black and void-like, illuminated by a single harsh overhead light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the moth's segmented abdomen contract violently while its feathery antennae quiver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tremble violently, causing the image to switch rapidly between out of focus and clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033713314682245255 + ], + "opposite_logprob_tokens": [ + -3.4087133407592773 + ], + "logprob_reward": -0.033713314682245255, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033713314682245255, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3586054742336273, + 0.06261137127876282, + 0.06383094936609268, + 0.15924544632434845, + 0.02061060070991516, + 0.08737778663635254, + 0.02354889176785946, + 0.029273422434926033, + 0.06418327242136002, + 0.13071280717849731 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.033713314682245255 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the moth's thorax thick, hairy, and patterned with a bone-white skull design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the moth's wings massive, velvety, and covered in a mosaic of deep chocolate brown, dusty ochre, and jet black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background pitch-black and void-like, illuminated by a single harsh overhead light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the moth's segmented abdomen contract violently while its feathery antennae quiver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tremble violently, causing the image to switch rapidly between out of focus and clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3134313821792603 + ], + "opposite_logprob_tokens": [ + -0.31343141198158264 + ], + "logprob_reward": -1.3134313821792603, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.3134313821792603, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.575394332408905, + 0.13206158578395844, + 0.09397821128368378, + 0.04062845557928085, + 0.01725579798221588, + 0.0442192405462265, + 0.047922320663928986, + 0.017170805484056473, + 0.01719885878264904, + 0.014170334674417973 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -1.3134313821792603 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the moth's thorax thick, hairy, and patterned with a bone-white skull design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the moth's wings massive, velvety, and covered in a mosaic of deep chocolate brown, dusty ochre, and jet black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background pitch-black and void-like, illuminated by a single harsh overhead light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the moth's segmented abdomen contract violently while its feathery antennae quiver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tremble violently, causing the image to switch rapidly between out of focus and clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42893239855766296 + ], + "opposite_logprob_tokens": [ + -1.0539324283599854 + ], + "logprob_reward": -0.42893239855766296, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.42893239855766296, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25865256786346436, + 0.0972372442483902, + 0.07737879455089569, + 0.06544463336467743, + 0.05182056501507759, + 0.15882639586925507, + 0.0287086833268404, + 0.036291852593421936, + 0.17804855108261108, + 0.047590695321559906 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.42893239855766296 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the moth's thorax thick, hairy, and patterned with a bone-white skull design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the moth's wings massive, velvety, and covered in a mosaic of deep chocolate brown, dusty ochre, and jet black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background pitch-black and void-like, illuminated by a single harsh overhead light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the moth's segmented abdomen contract violently while its feathery antennae quiver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tremble violently, causing the image to switch rapidly between out of focus and clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270858496427536 + ], + "opposite_logprob_tokens": [ + -2.1270859241485596 + ], + "logprob_reward": -0.1270858496427536, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270858496427536, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5376229286193848, + 0.07476086914539337, + 0.09162462502717972, + 0.026217995211482048, + 0.02698107808828354, + 0.04176405817270279, + 0.05838378891348839, + 0.04086341708898544, + 0.08098570257425308, + 0.020795587450265884 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.1270858496427536 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-fidelity CGI animation, rendered in extreme close-up, focuses on a massive, ghostly-faced hawk moth, its thick, hairy thorax rendered with a disturbing, bone-white skull pattern. Sculpted from a pitch-black, void-like background by a single, harsh overhead light, the giant moth unfolds its massive, velvety wings, covered in an intricate mosaic of deep chocolate brown, dusty ochre, and jet black, each microscopic scale visible with crystalline clarity. Its segmented abdomen contracts violently, its feathery antennae quivering with vibrations as it lets out a piercing, almost electronic howl. In sync with the scream, the unstable camera also trembled violently, as if hit by sound waves, causing every hyper-realistic detail in the picture - from its huge compound eyes flashing with highlights to the few scales floating in the air due to violent vibrations - to quickly switch between out of focus and clarity, creating a suffocating sense of fear from biological instinct and a strong visual and auditory impact.", + "seed": 15322, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_11/index_732_seed_15322_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.18853601291775704, + "vlm_logprob": -0.18853601291775704, + "vlm_yes_no_margin": 2.375, + "vlm_token_credit": -0.18853601291775704, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the moth's thorax thick, hairy, and patterned with a bone-white skull design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the moth's wings massive, velvety, and covered in a mosaic of deep chocolate brown, dusty ochre, and jet black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background pitch-black and void-like, illuminated by a single harsh overhead light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the moth's segmented abdomen contract violently while its feathery antennae quiver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tremble violently, causing the image to switch rapidly between out of focus and clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.071682870388031 + ], + "opposite_logprob_tokens": [ + -2.696682929992676 + ], + "logprob_reward": -0.071682870388031, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.071682870388031, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08911687880754471, + 0.04217248409986496, + 0.054310161620378494, + 0.055840469896793365, + 0.20183990895748138, + 0.02580966427922249, + 0.035957321524620056, + 0.20434889197349548, + 0.12640029191970825, + 0.16420386731624603 + ], + "top_frames": [ + 7, + 4, + 9 + ], + "selected_reward": -0.071682870388031 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the moth's thorax thick, hairy, and patterned with a bone-white skull design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the moth's wings massive, velvety, and covered in a mosaic of deep chocolate brown, dusty ochre, and jet black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background pitch-black and void-like, illuminated by a single harsh overhead light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the moth's segmented abdomen contract violently while its feathery antennae quiver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tremble violently, causing the image to switch rapidly between out of focus and clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016071300953626633 + ], + "opposite_logprob_tokens": [ + -4.141071319580078 + ], + "logprob_reward": -0.016071300953626633, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016071300953626633, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10353890061378479, + 0.04400276020169258, + 0.06347212195396423, + 0.22073708474636078, + 0.07373988628387451, + 0.027685729786753654, + 0.0598021000623703, + 0.14106902480125427, + 0.1943996697664261, + 0.07155273854732513 + ], + "top_frames": [ + 3, + 8, + 7 + ], + "selected_reward": -0.016071300953626633 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the moth's thorax thick, hairy, and patterned with a bone-white skull design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the moth's wings massive, velvety, and covered in a mosaic of deep chocolate brown, dusty ochre, and jet black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background pitch-black and void-like, illuminated by a single harsh overhead light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the moth's segmented abdomen contract violently while its feathery antennae quiver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tremble violently, causing the image to switch rapidly between out of focus and clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11291871964931488 + ], + "opposite_logprob_tokens": [ + -2.2379186153411865 + ], + "logprob_reward": -0.11291871964931488, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11291871964931488, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17079192399978638, + 0.1703050583600998, + 0.15979227423667908, + 0.08128233253955841, + 0.15826420485973358, + 0.04712593927979469, + 0.04879054054617882, + 0.03864507004618645, + 0.03939809277653694, + 0.08560454845428467 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.11291871964931488 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the moth's thorax thick, hairy, and patterned with a bone-white skull design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the moth's wings massive, velvety, and covered in a mosaic of deep chocolate brown, dusty ochre, and jet black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background pitch-black and void-like, illuminated by a single harsh overhead light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the moth's segmented abdomen contract violently while its feathery antennae quiver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tremble violently, causing the image to switch rapidly between out of focus and clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933486461639404 + ], + "opposite_logprob_tokens": [ + -0.6933486461639404 + ], + "logprob_reward": -0.6933486461639404, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933486461639404, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10086949169635773, + 0.047289613634347916, + 0.052843574434518814, + 0.1631554663181305, + 0.1414414793252945, + 0.033737458288669586, + 0.03636910766363144, + 0.2385694533586502, + 0.08212439715862274, + 0.1035999208688736 + ], + "top_frames": [ + 7, + 3, + 4 + ], + "selected_reward": -0.6933486461639404 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the moth's thorax thick, hairy, and patterned with a bone-white skull design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the moth's wings massive, velvety, and covered in a mosaic of deep chocolate brown, dusty ochre, and jet black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background pitch-black and void-like, illuminated by a single harsh overhead light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the moth's segmented abdomen contract violently while its feathery antennae quiver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tremble violently, causing the image to switch rapidly between out of focus and clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865852743387222 + ], + "opposite_logprob_tokens": [ + -3.048658609390259 + ], + "logprob_reward": -0.04865852743387222, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865852743387222, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1007959172129631, + 0.04516446217894554, + 0.05719837173819542, + 0.08782922476530075, + 0.32589900493621826, + 0.06955595314502716, + 0.04623015597462654, + 0.14042387902736664, + 0.05191026255488396, + 0.07499277591705322 + ], + "top_frames": [ + 4, + 7, + 0 + ], + "selected_reward": -0.04865852743387222 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "high-fidelity CGI animation, rendered in extreme close-up, focuses on a massive, ghostly-faced hawk moth, its thick, hairy thorax rendered with a disturbing, bone-white skull pattern. Sculpted from a pitch-black, void-like background by a single, harsh overhead light, the giant moth unfolds its massive, velvety wings, covered in an intricate mosaic of deep chocolate brown, dusty ochre, and jet black, each microscopic scale visible with crystalline clarity. Its segmented abdomen contracts violently, its feathery antennae quivering with vibrations as it lets out a piercing, almost electronic howl. In sync with the scream, the unstable camera also trembled violently, as if hit by sound waves, causing every hyper-realistic detail in the picture - from its huge compound eyes flashing with highlights to the few scales floating in the air due to violent vibrations - to quickly switch between out of focus and clarity, creating a suffocating sense of fear from biological instinct and a strong visual and auditory impact.", + "seed": 15323, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_11/index_732_seed_15323_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.5647951032966375, + "vlm_logprob": -0.5647951032966375, + "vlm_yes_no_margin": 1.375, + "vlm_token_credit": -0.5647951032966375, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the moth's thorax thick, hairy, and patterned with a bone-white skull design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the moth's wings massive, velvety, and covered in a mosaic of deep chocolate brown, dusty ochre, and jet black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background pitch-black and void-like, illuminated by a single harsh overhead light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the moth's segmented abdomen contract violently while its feathery antennae quiver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tremble violently, causing the image to switch rapidly between out of focus and clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.022521555423736572 + ], + "opposite_logprob_tokens": [ + -3.897521495819092 + ], + "logprob_reward": -0.022521555423736572, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.022521555423736572, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06058776006102562, + 0.5672096610069275, + 0.05724780634045601, + 0.07678749412298203, + 0.07005861401557922, + 0.0261410940438509, + 0.027346160262823105, + 0.02286243438720703, + 0.04113880544900894, + 0.05062008649110794 + ], + "top_frames": [ + 1, + 3, + 4 + ], + "selected_reward": -0.022521555423736572 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the moth's thorax thick, hairy, and patterned with a bone-white skull design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the moth's wings massive, velvety, and covered in a mosaic of deep chocolate brown, dusty ochre, and jet black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background pitch-black and void-like, illuminated by a single harsh overhead light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the moth's segmented abdomen contract violently while its feathery antennae quiver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tremble violently, causing the image to switch rapidly between out of focus and clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018190933391451836 + ], + "opposite_logprob_tokens": [ + -4.018190860748291 + ], + "logprob_reward": -0.018190933391451836, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018190933391451836, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07521170377731323, + 0.5434067845344543, + 0.019911007955670357, + 0.04726897552609444, + 0.06932349503040314, + 0.03081553988158703, + 0.031363435089588165, + 0.01843118853867054, + 0.031141072511672974, + 0.13312681019306183 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.018190933391451836 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the moth's thorax thick, hairy, and patterned with a bone-white skull design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the moth's wings massive, velvety, and covered in a mosaic of deep chocolate brown, dusty ochre, and jet black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background pitch-black and void-like, illuminated by a single harsh overhead light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the moth's segmented abdomen contract violently while its feathery antennae quiver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tremble violently, causing the image to switch rapidly between out of focus and clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.5020639896392822 + ], + "opposite_logprob_tokens": [ + -0.25206395983695984 + ], + "logprob_reward": -1.5020639896392822, + "yes_no_margin_reward": -1.25, + "token_credit_reward": -1.5020639896392822, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.21181240677833557, + 0.18933972716331482, + 0.09730300307273865, + 0.13043732941150665, + 0.08593691140413284, + 0.05970829352736473, + 0.05096203461289406, + 0.018912525847554207, + 0.06912954896688461, + 0.08645830303430557 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -1.5020639896392822 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the moth's thorax thick, hairy, and patterned with a bone-white skull design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the moth's wings massive, velvety, and covered in a mosaic of deep chocolate brown, dusty ochre, and jet black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background pitch-black and void-like, illuminated by a single harsh overhead light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the moth's segmented abdomen contract violently while its feathery antennae quiver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tremble violently, causing the image to switch rapidly between out of focus and clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578293681144714 + ], + "opposite_logprob_tokens": [ + -0.6328293681144714 + ], + "logprob_reward": -0.7578293681144714, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578293681144714, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07332339882850647, + 0.3640730679035187, + 0.03307661786675453, + 0.05584901198744774, + 0.04837478697299957, + 0.0686994194984436, + 0.0588882714509964, + 0.10483605414628983, + 0.15930601954460144, + 0.03357336297631264 + ], + "top_frames": [ + 1, + 8, + 7 + ], + "selected_reward": -0.7578293681144714 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the moth's thorax thick, hairy, and patterned with a bone-white skull design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the moth's wings massive, velvety, and covered in a mosaic of deep chocolate brown, dusty ochre, and jet black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background pitch-black and void-like, illuminated by a single harsh overhead light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the moth's segmented abdomen contract violently while its feathery antennae quiver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tremble violently, causing the image to switch rapidly between out of focus and clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233696699142456 + ], + "opposite_logprob_tokens": [ + -0.8983696699142456 + ], + "logprob_reward": -0.5233696699142456, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233696699142456, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08150538802146912, + 0.33036744594573975, + 0.03008633479475975, + 0.21707579493522644, + 0.07137233018875122, + 0.020698916167020798, + 0.02679629810154438, + 0.04395544156432152, + 0.08275729417800903, + 0.09538469463586807 + ], + "top_frames": [ + 1, + 3, + 9 + ], + "selected_reward": -0.5233696699142456 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "No", + "Yes" + ] + }, + { + "prompt": "high-fidelity CGI animation, rendered in extreme close-up, focuses on a massive, ghostly-faced hawk moth, its thick, hairy thorax rendered with a disturbing, bone-white skull pattern. Sculpted from a pitch-black, void-like background by a single, harsh overhead light, the giant moth unfolds its massive, velvety wings, covered in an intricate mosaic of deep chocolate brown, dusty ochre, and jet black, each microscopic scale visible with crystalline clarity. Its segmented abdomen contracts violently, its feathery antennae quivering with vibrations as it lets out a piercing, almost electronic howl. In sync with the scream, the unstable camera also trembled violently, as if hit by sound waves, causing every hyper-realistic detail in the picture - from its huge compound eyes flashing with highlights to the few scales floating in the air due to violent vibrations - to quickly switch between out of focus and clarity, creating a suffocating sense of fear from biological instinct and a strong visual and auditory impact.", + "seed": 15324, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_11/index_732_seed_15324_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.3470566876232624, + "vlm_logprob": -0.3470566876232624, + "vlm_yes_no_margin": 1.9, + "vlm_token_credit": -0.3470566876232624, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the moth's thorax thick, hairy, and patterned with a bone-white skull design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the moth's wings massive, velvety, and covered in a mosaic of deep chocolate brown, dusty ochre, and jet black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background pitch-black and void-like, illuminated by a single harsh overhead light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the moth's segmented abdomen contract violently while its feathery antennae quiver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tremble violently, causing the image to switch rapidly between out of focus and clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01779964007437229 + ], + "opposite_logprob_tokens": [ + -4.1427998542785645 + ], + "logprob_reward": -0.01779964007437229, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01779964007437229, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10349749773740768, + 0.08066955953836441, + 0.07682962715625763, + 0.05154472589492798, + 0.21844442188739777, + 0.0673973336815834, + 0.1024581789970398, + 0.0436340868473053, + 0.058929383754730225, + 0.1965951770544052 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.01779964007437229 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the moth's thorax thick, hairy, and patterned with a bone-white skull design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the moth's wings massive, velvety, and covered in a mosaic of deep chocolate brown, dusty ochre, and jet black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background pitch-black and void-like, illuminated by a single harsh overhead light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the moth's segmented abdomen contract violently while its feathery antennae quiver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tremble violently, causing the image to switch rapidly between out of focus and clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01419929601252079 + ], + "opposite_logprob_tokens": [ + -4.264199256896973 + ], + "logprob_reward": -0.01419929601252079, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01419929601252079, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04776757210493088, + 0.04223019629716873, + 0.05010130628943443, + 0.05631731450557709, + 0.27244967222213745, + 0.09072725474834442, + 0.02137463167309761, + 0.03463229537010193, + 0.06856885552406311, + 0.3158309757709503 + ], + "top_frames": [ + 9, + 4, + 5 + ], + "selected_reward": -0.01419929601252079 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the moth's thorax thick, hairy, and patterned with a bone-white skull design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the moth's wings massive, velvety, and covered in a mosaic of deep chocolate brown, dusty ochre, and jet black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background pitch-black and void-like, illuminated by a single harsh overhead light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the moth's segmented abdomen contract violently while its feathery antennae quiver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tremble violently, causing the image to switch rapidly between out of focus and clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578085660934448 + ], + "opposite_logprob_tokens": [ + -0.6328085660934448 + ], + "logprob_reward": -0.7578085660934448, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578085660934448, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.20691336691379547, + 0.05951107293367386, + 0.051815345883369446, + 0.13988572359085083, + 0.379427045583725, + 0.024475565180182457, + 0.019221605733036995, + 0.05995069071650505, + 0.0283171609044075, + 0.030482443049550056 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.7578085660934448 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the moth's thorax thick, hairy, and patterned with a bone-white skull design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the moth's wings massive, velvety, and covered in a mosaic of deep chocolate brown, dusty ochre, and jet black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background pitch-black and void-like, illuminated by a single harsh overhead light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the moth's segmented abdomen contract violently while its feathery antennae quiver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tremble violently, causing the image to switch rapidly between out of focus and clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933393478393555 + ], + "opposite_logprob_tokens": [ + -0.6933393478393555 + ], + "logprob_reward": -0.6933393478393555, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933393478393555, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08545216917991638, + 0.03909699618816376, + 0.07899155467748642, + 0.04838879406452179, + 0.3368251919746399, + 0.08557848632335663, + 0.14185838401317596, + 0.07030394673347473, + 0.04991956055164337, + 0.06358491629362106 + ], + "top_frames": [ + 4, + 6, + 5 + ], + "selected_reward": -0.6933393478393555 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the moth's thorax thick, hairy, and patterned with a bone-white skull design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the moth's wings massive, velvety, and covered in a mosaic of deep chocolate brown, dusty ochre, and jet black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background pitch-black and void-like, illuminated by a single harsh overhead light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the moth's segmented abdomen contract violently while its feathery antennae quiver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tremble violently, causing the image to switch rapidly between out of focus and clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25213658809661865 + ], + "opposite_logprob_tokens": [ + -1.5021365880966187 + ], + "logprob_reward": -0.25213658809661865, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25213658809661865, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11663869768381119, + 0.0852532610297203, + 0.3704281151294708, + 0.07089228928089142, + 0.08066446334123611, + 0.0956309586763382, + 0.03586694598197937, + 0.08081147819757462, + 0.03469262644648552, + 0.02912113629281521 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.25213658809661865 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "No", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_12/index_tensor([1054, 1054])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_12/index_tensor([1054, 1054])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..6a610d9365f317e5c9868a0e5075d5ed6a8a7b6e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_12/index_tensor([1054, 1054])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In charming Disney-Pixar style, a locked, static, eye-level close-up captures a tender underwater moment, focusing on the heartwarming interaction between two creatures. A tiny crab, with a glossy, warm orange shell and glowing black eyes filled with innocent wonder, carefully nestles into its new home: a vibrant sea anemone. Anchored to a patch of sun-dappled coral, the anemone is vibrantly colored, with a deep purplish-red base from which sprouts a dense cluster of soft, fleshy tentacles. Gently swaying in the calm current, these tentacles are translucent, their interiors glowing with gentle bioluminescence, their tips emitting a brilliant azure blue. With slow, careful movements, the crab's slender legs gently move, tucking its tiny body into the anemone's embrace; in response, the tentacles gently part as if in welcome, then gently curl up, protectively surrounding its shell. Sunlight filtering through the crystal-clear turquoise water casts shimmering, corroded patterns on the sandy seafloor and illuminates the scene with a warm, ethereal glow, creating a tranquil and magical atmosphere of finding a safe, comforting home.", + "seed": 32581, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_12/index_1054_seed_32581_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04383533615618944, + "vlm_logprob": -0.04383533615618944, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.04383533615618944, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a locked, static, eye-level close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a tiny crab with a glossy warm orange shell and glowing black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab nesting into a vibrant sea anemone anchored to sun-dappled coral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the anemone's tentacles sway gently, part to welcome the crab, and curl up to protect it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by sunlight filtering through turquoise water, casting shimmering patterns on the sandy seafloor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03956151008605957 + ], + "opposite_logprob_tokens": [ + -3.4145615100860596 + ], + "logprob_reward": -0.03956151008605957, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03956151008605957, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.061538275331258774, + 0.047160554677248, + 0.057466380298137665, + 0.037688806653022766, + 0.019655445590615273, + 0.03352825343608856, + 0.030134087428450584, + 0.5423440337181091, + 0.12878713011741638, + 0.041697029024362564 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.03956151008605957 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a locked, static, eye-level close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a tiny crab with a glossy warm orange shell and glowing black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab nesting into a vibrant sea anemone anchored to sun-dappled coral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the anemone's tentacles sway gently, part to welcome the crab, and curl up to protect it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by sunlight filtering through turquoise water, casting shimmering patterns on the sandy seafloor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004647880792617798 + ], + "opposite_logprob_tokens": [ + -5.379647731781006 + ], + "logprob_reward": -0.004647880792617798, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004647880792617798, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08457420766353607, + 0.06445703655481339, + 0.0749703049659729, + 0.06895113736391068, + 0.02598584070801735, + 0.11471129953861237, + 0.09251651167869568, + 0.3849431276321411, + 0.04536053165793419, + 0.04352998360991478 + ], + "top_frames": [ + 7, + 5, + 6 + ], + "selected_reward": -0.004647880792617798 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a locked, static, eye-level close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a tiny crab with a glossy warm orange shell and glowing black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab nesting into a vibrant sea anemone anchored to sun-dappled coral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the anemone's tentacles sway gently, part to welcome the crab, and curl up to protect it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by sunlight filtering through turquoise water, casting shimmering patterns on the sandy seafloor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001636922359467 + ], + "opposite_logprob_tokens": [ + -2.695016384124756 + ], + "logprob_reward": -0.07001636922359467, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001636922359467, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08303320407867432, + 0.048227764666080475, + 0.07929475605487823, + 0.061004072427749634, + 0.016754336655139923, + 0.09278322011232376, + 0.08785375207662582, + 0.38904502987861633, + 0.04772006347775459, + 0.09428387135267258 + ], + "top_frames": [ + 7, + 9, + 5 + ], + "selected_reward": -0.07001636922359467 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a locked, static, eye-level close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a tiny crab with a glossy warm orange shell and glowing black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab nesting into a vibrant sea anemone anchored to sun-dappled coral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the anemone's tentacles sway gently, part to welcome the crab, and curl up to protect it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by sunlight filtering through turquoise water, casting shimmering patterns on the sandy seafloor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004646101035177708 + ], + "opposite_logprob_tokens": [ + -5.379646301269531 + ], + "logprob_reward": -0.004646101035177708, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004646101035177708, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07420032471418381, + 0.062079571187496185, + 0.0429527722299099, + 0.03308159112930298, + 0.028019940480589867, + 0.10553514957427979, + 0.05598625913262367, + 0.4901925325393677, + 0.03533143550157547, + 0.07262029498815536 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.004646101035177708 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a locked, static, eye-level close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a tiny crab with a glossy warm orange shell and glowing black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab nesting into a vibrant sea anemone anchored to sun-dappled coral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the anemone's tentacles sway gently, part to welcome the crab, and curl up to protect it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by sunlight filtering through turquoise water, casting shimmering patterns on the sandy seafloor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10030481964349747 + ], + "opposite_logprob_tokens": [ + -2.3503048419952393 + ], + "logprob_reward": -0.10030481964349747, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10030481964349747, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08317555487155914, + 0.045027345418930054, + 0.03613847494125366, + 0.03164816275238991, + 0.022943735122680664, + 0.137915700674057, + 0.03171849250793457, + 0.49724674224853516, + 0.027588412165641785, + 0.08659742772579193 + ], + "top_frames": [ + 7, + 5, + 9 + ], + "selected_reward": -0.10030481964349747 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In charming Disney-Pixar style, a locked, static, eye-level close-up captures a tender underwater moment, focusing on the heartwarming interaction between two creatures. A tiny crab, with a glossy, warm orange shell and glowing black eyes filled with innocent wonder, carefully nestles into its new home: a vibrant sea anemone. Anchored to a patch of sun-dappled coral, the anemone is vibrantly colored, with a deep purplish-red base from which sprouts a dense cluster of soft, fleshy tentacles. Gently swaying in the calm current, these tentacles are translucent, their interiors glowing with gentle bioluminescence, their tips emitting a brilliant azure blue. With slow, careful movements, the crab's slender legs gently move, tucking its tiny body into the anemone's embrace; in response, the tentacles gently part as if in welcome, then gently curl up, protectively surrounding its shell. Sunlight filtering through the crystal-clear turquoise water casts shimmering, corroded patterns on the sandy seafloor and illuminates the scene with a warm, ethereal glow, creating a tranquil and magical atmosphere of finding a safe, comforting home.", + "seed": 32582, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_12/index_1054_seed_32582_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.0266315592918545, + "vlm_logprob": -0.0266315592918545, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.0266315592918545, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a locked, static, eye-level close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a tiny crab with a glossy warm orange shell and glowing black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab nesting into a vibrant sea anemone anchored to sun-dappled coral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the anemone's tentacles sway gently, part to welcome the crab, and curl up to protect it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by sunlight filtering through turquoise water, casting shimmering patterns on the sandy seafloor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06555338203907013 + ], + "opposite_logprob_tokens": [ + -2.8155534267425537 + ], + "logprob_reward": -0.06555338203907013, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06555338203907013, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0475565567612648, + 0.022987551987171173, + 0.023129697889089584, + 0.028187710791826248, + 0.13720229268074036, + 0.04648276045918465, + 0.11640238016843796, + 0.1116340309381485, + 0.07577280700206757, + 0.3906441926956177 + ], + "top_frames": [ + 9, + 4, + 6 + ], + "selected_reward": -0.06555338203907013 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a locked, static, eye-level close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a tiny crab with a glossy warm orange shell and glowing black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab nesting into a vibrant sea anemone anchored to sun-dappled coral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the anemone's tentacles sway gently, part to welcome the crab, and curl up to protect it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by sunlight filtering through turquoise water, casting shimmering patterns on the sandy seafloor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371446579694748 + ], + "opposite_logprob_tokens": [ + -3.408714532852173 + ], + "logprob_reward": -0.03371446579694748, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371446579694748, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.043655771762132645, + 0.03227028623223305, + 0.12370750308036804, + 0.04862475395202637, + 0.25346624851226807, + 0.054009951651096344, + 0.12996365129947662, + 0.1952228546142578, + 0.02903854474425316, + 0.09004047513008118 + ], + "top_frames": [ + 4, + 7, + 6 + ], + "selected_reward": -0.03371446579694748 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a locked, static, eye-level close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a tiny crab with a glossy warm orange shell and glowing black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab nesting into a vibrant sea anemone anchored to sun-dappled coral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the anemone's tentacles sway gently, part to welcome the crab, and curl up to protect it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by sunlight filtering through turquoise water, casting shimmering patterns on the sandy seafloor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014199766330420971 + ], + "opposite_logprob_tokens": [ + -4.264199733734131 + ], + "logprob_reward": -0.014199766330420971, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014199766330420971, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04693864285945892, + 0.0671299546957016, + 0.09595070034265518, + 0.09988460689783096, + 0.22361944615840912, + 0.08035091310739517, + 0.05933922529220581, + 0.05488558113574982, + 0.18293145298957825, + 0.08896948397159576 + ], + "top_frames": [ + 4, + 8, + 3 + ], + "selected_reward": -0.014199766330420971 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a locked, static, eye-level close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a tiny crab with a glossy warm orange shell and glowing black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab nesting into a vibrant sea anemone anchored to sun-dappled coral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the anemone's tentacles sway gently, part to welcome the crab, and curl up to protect it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by sunlight filtering through turquoise water, casting shimmering patterns on the sandy seafloor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036225190851837397 + ], + "opposite_logprob_tokens": [ + -5.628622531890869 + ], + "logprob_reward": -0.0036225190851837397, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036225190851837397, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09009215235710144, + 0.03651485964655876, + 0.06852385401725769, + 0.0529337078332901, + 0.1539536863565445, + 0.1625119000673294, + 0.03521888703107834, + 0.02240019477903843, + 0.11967307329177856, + 0.25817766785621643 + ], + "top_frames": [ + 9, + 5, + 4 + ], + "selected_reward": -0.0036225190851837397 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a locked, static, eye-level close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a tiny crab with a glossy warm orange shell and glowing black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab nesting into a vibrant sea anemone anchored to sun-dappled coral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the anemone's tentacles sway gently, part to welcome the crab, and curl up to protect it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by sunlight filtering through turquoise water, casting shimmering patterns on the sandy seafloor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016067663207650185 + ], + "opposite_logprob_tokens": [ + -4.1410675048828125 + ], + "logprob_reward": -0.016067663207650185, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016067663207650185, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1021135002374649, + 0.06139735132455826, + 0.0424407459795475, + 0.04237756505608559, + 0.15701347589492798, + 0.040271274745464325, + 0.055763497948646545, + 0.034110039472579956, + 0.245634987950325, + 0.2188776284456253 + ], + "top_frames": [ + 8, + 9, + 4 + ], + "selected_reward": -0.016067663207650185 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In charming Disney-Pixar style, a locked, static, eye-level close-up captures a tender underwater moment, focusing on the heartwarming interaction between two creatures. A tiny crab, with a glossy, warm orange shell and glowing black eyes filled with innocent wonder, carefully nestles into its new home: a vibrant sea anemone. Anchored to a patch of sun-dappled coral, the anemone is vibrantly colored, with a deep purplish-red base from which sprouts a dense cluster of soft, fleshy tentacles. Gently swaying in the calm current, these tentacles are translucent, their interiors glowing with gentle bioluminescence, their tips emitting a brilliant azure blue. With slow, careful movements, the crab's slender legs gently move, tucking its tiny body into the anemone's embrace; in response, the tentacles gently part as if in welcome, then gently curl up, protectively surrounding its shell. Sunlight filtering through the crystal-clear turquoise water casts shimmering, corroded patterns on the sandy seafloor and illuminates the scene with a warm, ethereal glow, creating a tranquil and magical atmosphere of finding a safe, comforting home.", + "seed": 32583, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_12/index_1054_seed_32583_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.017237717332318426, + "vlm_logprob": -0.017237717332318426, + "vlm_yes_no_margin": 4.45, + "vlm_token_credit": -0.017237717332318426, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a locked, static, eye-level close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a tiny crab with a glossy warm orange shell and glowing black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab nesting into a vibrant sea anemone anchored to sun-dappled coral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the anemone's tentacles sway gently, part to welcome the crab, and curl up to protect it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by sunlight filtering through turquoise water, casting shimmering patterns on the sandy seafloor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.045569464564323425 + ], + "opposite_logprob_tokens": [ + -3.29556941986084 + ], + "logprob_reward": -0.045569464564323425, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.045569464564323425, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3945125639438629, + 0.1038842499256134, + 0.06836681067943573, + 0.03759096935391426, + 0.06725900620222092, + 0.0364283062517643, + 0.11039689183235168, + 0.033552106469869614, + 0.09078159928321838, + 0.05722750350832939 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.045569464564323425 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a locked, static, eye-level close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a tiny crab with a glossy warm orange shell and glowing black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab nesting into a vibrant sea anemone anchored to sun-dappled coral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the anemone's tentacles sway gently, part to welcome the crab, and curl up to protect it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by sunlight filtering through turquoise water, casting shimmering patterns on the sandy seafloor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006745306774973869 + ], + "opposite_logprob_tokens": [ + -5.006745338439941 + ], + "logprob_reward": -0.006745306774973869, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006745306774973869, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28279370069503784, + 0.2872783839702606, + 0.11705382913351059, + 0.045708876103162766, + 0.07077484577894211, + 0.04093445837497711, + 0.03486650809645653, + 0.0434834323823452, + 0.046872712671756744, + 0.030233189463615417 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.006745306774973869 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a locked, static, eye-level close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a tiny crab with a glossy warm orange shell and glowing black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab nesting into a vibrant sea anemone anchored to sun-dappled coral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the anemone's tentacles sway gently, part to welcome the crab, and curl up to protect it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by sunlight filtering through turquoise water, casting shimmering patterns on the sandy seafloor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0160650834441185 + ], + "opposite_logprob_tokens": [ + -4.1410651206970215 + ], + "logprob_reward": -0.0160650834441185, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.0160650834441185, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22907805442810059, + 0.09281963855028152, + 0.2764015793800354, + 0.055256329476833344, + 0.1324194073677063, + 0.044860050082206726, + 0.038857560604810715, + 0.04056928679347038, + 0.05508313700556755, + 0.03465503826737404 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.0160650834441185 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a locked, static, eye-level close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a tiny crab with a glossy warm orange shell and glowing black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab nesting into a vibrant sea anemone anchored to sun-dappled coral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the anemone's tentacles sway gently, part to welcome the crab, and curl up to protect it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by sunlight filtering through turquoise water, casting shimmering patterns on the sandy seafloor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003618955845013261 + ], + "opposite_logprob_tokens": [ + -5.628619194030762 + ], + "logprob_reward": -0.003618955845013261, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003618955845013261, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31579476594924927, + 0.11907937377691269, + 0.11012117564678192, + 0.05047639459371567, + 0.09905537962913513, + 0.04389286786317825, + 0.06510946899652481, + 0.05442788451910019, + 0.0803825855255127, + 0.061660103499889374 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.003618955845013261 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a locked, static, eye-level close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a tiny crab with a glossy warm orange shell and glowing black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab nesting into a vibrant sea anemone anchored to sun-dappled coral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the anemone's tentacles sway gently, part to welcome the crab, and curl up to protect it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by sunlight filtering through turquoise water, casting shimmering patterns on the sandy seafloor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01418977603316307 + ], + "opposite_logprob_tokens": [ + -4.264189720153809 + ], + "logprob_reward": -0.01418977603316307, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01418977603316307, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39852452278137207, + 0.10759057104587555, + 0.19572201371192932, + 0.06465011835098267, + 0.11731547117233276, + 0.016423514112830162, + 0.01877676509320736, + 0.020701881498098373, + 0.037735529243946075, + 0.022559601813554764 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.01418977603316307 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In charming Disney-Pixar style, a locked, static, eye-level close-up captures a tender underwater moment, focusing on the heartwarming interaction between two creatures. A tiny crab, with a glossy, warm orange shell and glowing black eyes filled with innocent wonder, carefully nestles into its new home: a vibrant sea anemone. Anchored to a patch of sun-dappled coral, the anemone is vibrantly colored, with a deep purplish-red base from which sprouts a dense cluster of soft, fleshy tentacles. Gently swaying in the calm current, these tentacles are translucent, their interiors glowing with gentle bioluminescence, their tips emitting a brilliant azure blue. With slow, careful movements, the crab's slender legs gently move, tucking its tiny body into the anemone's embrace; in response, the tentacles gently part as if in welcome, then gently curl up, protectively surrounding its shell. Sunlight filtering through the crystal-clear turquoise water casts shimmering, corroded patterns on the sandy seafloor and illuminates the scene with a warm, ethereal glow, creating a tranquil and magical atmosphere of finding a safe, comforting home.", + "seed": 32584, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_12/index_1054_seed_32584_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.09566064644604921, + "vlm_logprob": -0.09566064644604921, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.09566064644604921, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a locked, static, eye-level close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a tiny crab with a glossy warm orange shell and glowing black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab nesting into a vibrant sea anemone anchored to sun-dappled coral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the anemone's tentacles sway gently, part to welcome the crab, and curl up to protect it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by sunlight filtering through turquoise water, casting shimmering patterns on the sandy seafloor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04121384024620056 + ], + "opposite_logprob_tokens": [ + -3.4162137508392334 + ], + "logprob_reward": -0.04121384024620056, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.04121384024620056, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13766233623027802, + 0.07182761281728745, + 0.05714821442961693, + 0.09515067934989929, + 0.043765224516391754, + 0.3077113926410675, + 0.08336944878101349, + 0.06082311272621155, + 0.08253635466098785, + 0.060005586594343185 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.04121384024620056 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a locked, static, eye-level close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a tiny crab with a glossy warm orange shell and glowing black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab nesting into a vibrant sea anemone anchored to sun-dappled coral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the anemone's tentacles sway gently, part to welcome the crab, and curl up to protect it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by sunlight filtering through turquoise water, casting shimmering patterns on the sandy seafloor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009800177067518234 + ], + "opposite_logprob_tokens": [ + -4.634799957275391 + ], + "logprob_reward": -0.009800177067518234, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009800177067518234, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.043791621923446655, + 0.029062390327453613, + 0.06604208052158356, + 0.03567223623394966, + 0.014385731890797615, + 0.5793846845626831, + 0.07399249821901321, + 0.07237301766872406, + 0.04534356668591499, + 0.03995219245553017 + ], + "top_frames": [ + 5, + 6, + 7 + ], + "selected_reward": -0.009800177067518234 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a locked, static, eye-level close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a tiny crab with a glossy warm orange shell and glowing black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab nesting into a vibrant sea anemone anchored to sun-dappled coral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the anemone's tentacles sway gently, part to welcome the crab, and curl up to protect it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by sunlight filtering through turquoise water, casting shimmering patterns on the sandy seafloor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486197292804718 + ], + "opposite_logprob_tokens": [ + -1.2236196994781494 + ], + "logprob_reward": -0.3486197292804718, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3486197292804718, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1063697412610054, + 0.05373392999172211, + 0.06616673618555069, + 0.06431648135185242, + 0.015187457203865051, + 0.3857742249965668, + 0.05354855954647064, + 0.08286203444004059, + 0.07768624275922775, + 0.09435457736253738 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.3486197292804718 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a locked, static, eye-level close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a tiny crab with a glossy warm orange shell and glowing black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab nesting into a vibrant sea anemone anchored to sun-dappled coral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the anemone's tentacles sway gently, part to welcome the crab, and curl up to protect it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by sunlight filtering through turquoise water, casting shimmering patterns on the sandy seafloor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008652222342789173 + ], + "opposite_logprob_tokens": [ + -4.758652210235596 + ], + "logprob_reward": -0.008652222342789173, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008652222342789173, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15258567035198212, + 0.04961054027080536, + 0.08672715723514557, + 0.14577165246009827, + 0.0587916299700737, + 0.1758100986480713, + 0.06444068998098373, + 0.10233297944068909, + 0.08707348257303238, + 0.0768560916185379 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.008652222342789173 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a locked, static, eye-level close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a tiny crab with a glossy warm orange shell and glowing black eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the crab nesting into a vibrant sea anemone anchored to sun-dappled coral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the anemone's tentacles sway gently, part to welcome the crab, and curl up to protect it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by sunlight filtering through turquoise water, casting shimmering patterns on the sandy seafloor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0700172632932663 + ], + "opposite_logprob_tokens": [ + -2.6950173377990723 + ], + "logprob_reward": -0.0700172632932663, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0700172632932663, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08122864365577698, + 0.055648647248744965, + 0.0611884668469429, + 0.02426149696111679, + 0.03850981220602989, + 0.31339114904403687, + 0.10259799659252167, + 0.13048358261585236, + 0.12910540401935577, + 0.06358476728200912 + ], + "top_frames": [ + 5, + 7, + 8 + ], + "selected_reward": -0.0700172632932663 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_13/index_tensor([1275, 1275])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_13/index_tensor([1275, 1275])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1afb444bfa2c11e21426bd86210af0de97ebfbc9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_13/index_tensor([1275, 1275])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The film begins with a gentle medium shot. Deep in a tranquil bamboo forest, bathed in cool, silver moonlight, stands a healer of sagelike demeanor. His long, moon-like silver hair is loosely tied with a simple wooden hairpin. He wears a flowing, moon-white robe made of natural linen, its sleeves sweeping gently in the night breeze. With exquisite grace, he kneels on the soft, mossy ground. Before him, a fawn, its fur speckled with white, appears exceptionally fragile. Its large, moist eyes are filled with utter trust. The healer carefully tends to a small wound on its foreleg. With his slender fingertips, he scoops up a herbal solution from a small ceramic bowl beside him and gently, calmly, applies it to the wound. His focused and compassionate expression appears remarkably sacred in the soft light. Towering, emerald green bamboos sway gently in the night breeze. Moonlight filters through the leaves, casting dappled, flickering shadows on the ground. A few fireflies flicker in the air, adding a touch of dreamy vitality to the tranquil scene. The entire scene is imbued with the distinctive hand-painted aesthetic of Ghibli animation, with soft colors and flowing lines, imbued with a sense of tranquility and tenderness. As the camera steadily and slowly tilts upward, the intimate interaction between the healer and the deer gradually gives way to a broader landscape, ultimately revealing a grand canvas: a boundless sea of bamboo undulating like waves under the moonlight, with the inky outlines of rolling mountains in the distance. A bright moon hangs high in the tranquil night sky, creating a vast and healing dreamlike atmosphere.", + "seed": 11046, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_13/index_1275_seed_11046_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.09278899198397994, + "vlm_logprob": -0.09278899198397994, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.09278899198397994, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bamboo forest at night with a bright moon in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a healer with long silver hair tied by a wooden hairpin and wearing a moon-white linen robe visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the healer kneel on mossy ground and apply a herbal solution from a ceramic bowl to a fawn's foreleg wound?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature emerald green bamboo swaying, dappled shadows, and flickering fireflies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium shot and steadily tilt upward to reveal a vast landscape of bamboo and mountains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.056454215198755264 + ], + "opposite_logprob_tokens": [ + -2.9314541816711426 + ], + "logprob_reward": -0.056454215198755264, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.056454215198755264, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10405789315700531, + 0.12254080921411514, + 0.027036795392632484, + 0.031067347154021263, + 0.07873542606830597, + 0.05185108631849289, + 0.06393597275018692, + 0.04385886713862419, + 0.05941256508231163, + 0.4175031781196594 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.056454215198755264 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bamboo forest at night with a bright moon in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a healer with long silver hair tied by a wooden hairpin and wearing a moon-white linen robe visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the healer kneel on mossy ground and apply a herbal solution from a ceramic bowl to a fawn's foreleg wound?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature emerald green bamboo swaying, dappled shadows, and flickering fireflies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium shot and steadily tilt upward to reveal a vast landscape of bamboo and mountains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004644795786589384 + ], + "opposite_logprob_tokens": [ + -5.379644870758057 + ], + "logprob_reward": -0.004644795786589384, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004644795786589384, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23444226384162903, + 0.05496763437986374, + 0.03813912719488144, + 0.02716159261763096, + 0.05929898843169212, + 0.09585374593734741, + 0.17972399294376373, + 0.08928290754556656, + 0.0665828287601471, + 0.15454691648483276 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.004644795786589384 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bamboo forest at night with a bright moon in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a healer with long silver hair tied by a wooden hairpin and wearing a moon-white linen robe visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the healer kneel on mossy ground and apply a herbal solution from a ceramic bowl to a fawn's foreleg wound?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature emerald green bamboo swaying, dappled shadows, and flickering fireflies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium shot and steadily tilt upward to reveal a vast landscape of bamboo and mountains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020577985793352127 + ], + "opposite_logprob_tokens": [ + -3.895577907562256 + ], + "logprob_reward": -0.020577985793352127, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020577985793352127, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20795698463916779, + 0.15880070626735687, + 0.08265886455774307, + 0.05064244195818901, + 0.06468454003334045, + 0.07780537754297256, + 0.09274473041296005, + 0.048518985509872437, + 0.06808479130268097, + 0.14810259640216827 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.020577985793352127 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bamboo forest at night with a bright moon in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a healer with long silver hair tied by a wooden hairpin and wearing a moon-white linen robe visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the healer kneel on mossy ground and apply a herbal solution from a ceramic bowl to a fawn's foreleg wound?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature emerald green bamboo swaying, dappled shadows, and flickering fireflies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium shot and steadily tilt upward to reveal a vast landscape of bamboo and mountains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033691298216581345 + ], + "opposite_logprob_tokens": [ + -3.40869140625 + ], + "logprob_reward": -0.033691298216581345, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033691298216581345, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4201892018318176, + 0.06817536801099777, + 0.050026785582304, + 0.0752221941947937, + 0.07998570799827576, + 0.04311716929078102, + 0.044600434601306915, + 0.05716417729854584, + 0.049248695373535156, + 0.11227022856473923 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.033691298216581345 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bamboo forest at night with a bright moon in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a healer with long silver hair tied by a wooden hairpin and wearing a moon-white linen robe visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the healer kneel on mossy ground and apply a herbal solution from a ceramic bowl to a fawn's foreleg wound?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature emerald green bamboo swaying, dappled shadows, and flickering fireflies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium shot and steadily tilt upward to reveal a vast landscape of bamboo and mountains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3485766649246216 + ], + "opposite_logprob_tokens": [ + -1.2235766649246216 + ], + "logprob_reward": -0.3485766649246216, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3485766649246216, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13750264048576355, + 0.07512715458869934, + 0.07121875137090683, + 0.07079105079174042, + 0.10340312868356705, + 0.1482124924659729, + 0.04494890570640564, + 0.035889189690351486, + 0.08878283947706223, + 0.22412386536598206 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.3485766649246216 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with a gentle medium shot. Deep in a tranquil bamboo forest, bathed in cool, silver moonlight, stands a healer of sagelike demeanor. His long, moon-like silver hair is loosely tied with a simple wooden hairpin. He wears a flowing, moon-white robe made of natural linen, its sleeves sweeping gently in the night breeze. With exquisite grace, he kneels on the soft, mossy ground. Before him, a fawn, its fur speckled with white, appears exceptionally fragile. Its large, moist eyes are filled with utter trust. The healer carefully tends to a small wound on its foreleg. With his slender fingertips, he scoops up a herbal solution from a small ceramic bowl beside him and gently, calmly, applies it to the wound. His focused and compassionate expression appears remarkably sacred in the soft light. Towering, emerald green bamboos sway gently in the night breeze. Moonlight filters through the leaves, casting dappled, flickering shadows on the ground. A few fireflies flicker in the air, adding a touch of dreamy vitality to the tranquil scene. The entire scene is imbued with the distinctive hand-painted aesthetic of Ghibli animation, with soft colors and flowing lines, imbued with a sense of tranquility and tenderness. As the camera steadily and slowly tilts upward, the intimate interaction between the healer and the deer gradually gives way to a broader landscape, ultimately revealing a grand canvas: a boundless sea of bamboo undulating like waves under the moonlight, with the inky outlines of rolling mountains in the distance. A bright moon hangs high in the tranquil night sky, creating a vast and healing dreamlike atmosphere.", + "seed": 11047, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_13/index_1275_seed_11047_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.017930722422897817, + "vlm_logprob": -0.017930722422897817, + "vlm_yes_no_margin": 4.35, + "vlm_token_credit": -0.017930722422897817, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bamboo forest at night with a bright moon in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a healer with long silver hair tied by a wooden hairpin and wearing a moon-white linen robe visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the healer kneel on mossy ground and apply a herbal solution from a ceramic bowl to a fawn's foreleg wound?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature emerald green bamboo swaying, dappled shadows, and flickering fireflies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium shot and steadily tilt upward to reveal a vast landscape of bamboo and mountains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027059203013777733 + ], + "opposite_logprob_tokens": [ + -3.652059316635132 + ], + "logprob_reward": -0.027059203013777733, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.027059203013777733, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3216971755027771, + 0.04722866043448448, + 0.04301967844367027, + 0.07606785744428635, + 0.02597113512456417, + 0.06016356870532036, + 0.05373317003250122, + 0.13617005944252014, + 0.1293623149394989, + 0.10658632963895798 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.027059203013777733 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bamboo forest at night with a bright moon in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a healer with long silver hair tied by a wooden hairpin and wearing a moon-white linen robe visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the healer kneel on mossy ground and apply a herbal solution from a ceramic bowl to a fawn's foreleg wound?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature emerald green bamboo swaying, dappled shadows, and flickering fireflies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium shot and steadily tilt upward to reveal a vast landscape of bamboo and mountains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022011594846844673 + ], + "opposite_logprob_tokens": [ + -6.127201080322266 + ], + "logprob_reward": -0.0022011594846844673, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022011594846844673, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21213281154632568, + 0.031600646674633026, + 0.054555024951696396, + 0.11972422897815704, + 0.05042003095149994, + 0.053342632949352264, + 0.03091793693602085, + 0.05836331471800804, + 0.12722305953502655, + 0.26172035932540894 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.0022011594846844673 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bamboo forest at night with a bright moon in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a healer with long silver hair tied by a wooden hairpin and wearing a moon-white linen robe visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the healer kneel on mossy ground and apply a herbal solution from a ceramic bowl to a fawn's foreleg wound?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature emerald green bamboo swaying, dappled shadows, and flickering fireflies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium shot and steadily tilt upward to reveal a vast landscape of bamboo and mountains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012531585991382599 + ], + "opposite_logprob_tokens": [ + -4.387531757354736 + ], + "logprob_reward": -0.012531585991382599, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012531585991382599, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06365518271923065, + 0.05715310946106911, + 0.06413960456848145, + 0.15178532898426056, + 0.16630257666110992, + 0.04538179188966751, + 0.04804563522338867, + 0.06675010174512863, + 0.08543377369642258, + 0.2513529658317566 + ], + "top_frames": [ + 9, + 4, + 3 + ], + "selected_reward": -0.012531585991382599 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bamboo forest at night with a bright moon in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a healer with long silver hair tied by a wooden hairpin and wearing a moon-white linen robe visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the healer kneel on mossy ground and apply a herbal solution from a ceramic bowl to a fawn's foreleg wound?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature emerald green bamboo swaying, dappled shadows, and flickering fireflies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium shot and steadily tilt upward to reveal a vast landscape of bamboo and mountains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01418730802834034 + ], + "opposite_logprob_tokens": [ + -4.264187335968018 + ], + "logprob_reward": -0.01418730802834034, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01418730802834034, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22442510724067688, + 0.02977224439382553, + 0.026322832331061363, + 0.15355171263217926, + 0.026963576674461365, + 0.050264690071344376, + 0.044266749173402786, + 0.038424424827098846, + 0.10568619519472122, + 0.30032244324684143 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.01418730802834034 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bamboo forest at night with a bright moon in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a healer with long silver hair tied by a wooden hairpin and wearing a moon-white linen robe visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the healer kneel on mossy ground and apply a herbal solution from a ceramic bowl to a fawn's foreleg wound?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature emerald green bamboo swaying, dappled shadows, and flickering fireflies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium shot and steadily tilt upward to reveal a vast landscape of bamboo and mountains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03367435559630394 + ], + "opposite_logprob_tokens": [ + -3.4086742401123047 + ], + "logprob_reward": -0.03367435559630394, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03367435559630394, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14631199836730957, + 0.042057666927576065, + 0.02209896221756935, + 0.05470375716686249, + 0.024684466421604156, + 0.024459276348352432, + 0.07454151660203934, + 0.23451600968837738, + 0.3217509090900421, + 0.05487549304962158 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.03367435559630394 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with a gentle medium shot. Deep in a tranquil bamboo forest, bathed in cool, silver moonlight, stands a healer of sagelike demeanor. His long, moon-like silver hair is loosely tied with a simple wooden hairpin. He wears a flowing, moon-white robe made of natural linen, its sleeves sweeping gently in the night breeze. With exquisite grace, he kneels on the soft, mossy ground. Before him, a fawn, its fur speckled with white, appears exceptionally fragile. Its large, moist eyes are filled with utter trust. The healer carefully tends to a small wound on its foreleg. With his slender fingertips, he scoops up a herbal solution from a small ceramic bowl beside him and gently, calmly, applies it to the wound. His focused and compassionate expression appears remarkably sacred in the soft light. Towering, emerald green bamboos sway gently in the night breeze. Moonlight filters through the leaves, casting dappled, flickering shadows on the ground. A few fireflies flicker in the air, adding a touch of dreamy vitality to the tranquil scene. The entire scene is imbued with the distinctive hand-painted aesthetic of Ghibli animation, with soft colors and flowing lines, imbued with a sense of tranquility and tenderness. As the camera steadily and slowly tilts upward, the intimate interaction between the healer and the deer gradually gives way to a broader landscape, ultimately revealing a grand canvas: a boundless sea of bamboo undulating like waves under the moonlight, with the inky outlines of rolling mountains in the distance. A bright moon hangs high in the tranquil night sky, creating a vast and healing dreamlike atmosphere.", + "seed": 11048, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_13/index_1275_seed_11048_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.14770799716934563, + "vlm_logprob": -0.14770799716934563, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.14770799716934563, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bamboo forest at night with a bright moon in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a healer with long silver hair tied by a wooden hairpin and wearing a moon-white linen robe visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the healer kneel on mossy ground and apply a herbal solution from a ceramic bowl to a fawn's foreleg wound?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature emerald green bamboo swaying, dappled shadows, and flickering fireflies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium shot and steadily tilt upward to reveal a vast landscape of bamboo and mountains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07998926192522049 + ], + "opposite_logprob_tokens": [ + -2.579989194869995 + ], + "logprob_reward": -0.07998926192522049, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07998926192522049, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0895870104432106, + 0.03956470265984535, + 0.010990689508616924, + 0.01091646496206522, + 0.01636112667620182, + 0.03838406130671501, + 0.031080013141036034, + 0.019231894984841347, + 0.1377204954624176, + 0.6061636209487915 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.07998926192522049 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bamboo forest at night with a bright moon in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a healer with long silver hair tied by a wooden hairpin and wearing a moon-white linen robe visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the healer kneel on mossy ground and apply a herbal solution from a ceramic bowl to a fawn's foreleg wound?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature emerald green bamboo swaying, dappled shadows, and flickering fireflies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium shot and steadily tilt upward to reveal a vast landscape of bamboo and mountains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002201278228312731 + ], + "opposite_logprob_tokens": [ + -6.127201080322266 + ], + "logprob_reward": -0.002201278228312731, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002201278228312731, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05480450391769409, + 0.036364659667015076, + 0.01249860692769289, + 0.00805941317230463, + 0.02038358338177204, + 0.017923317849636078, + 0.058593105524778366, + 0.041884832084178925, + 0.11026284843683243, + 0.6392251253128052 + ], + "top_frames": [ + 9, + 8, + 6 + ], + "selected_reward": -0.002201278228312731 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bamboo forest at night with a bright moon in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a healer with long silver hair tied by a wooden hairpin and wearing a moon-white linen robe visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the healer kneel on mossy ground and apply a herbal solution from a ceramic bowl to a fawn's foreleg wound?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature emerald green bamboo swaying, dappled shadows, and flickering fireflies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium shot and steadily tilt upward to reveal a vast landscape of bamboo and mountains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012531821615993977 + ], + "opposite_logprob_tokens": [ + -4.387531757354736 + ], + "logprob_reward": -0.012531821615993977, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012531821615993977, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04172158241271973, + 0.023786289617419243, + 0.011351854540407658, + 0.021403927356004715, + 0.05079313740134239, + 0.02148100920021534, + 0.050768058747053146, + 0.021675467491149902, + 0.0820021852850914, + 0.6750164031982422 + ], + "top_frames": [ + 9, + 8, + 4 + ], + "selected_reward": -0.012531821615993977 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bamboo forest at night with a bright moon in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a healer with long silver hair tied by a wooden hairpin and wearing a moon-white linen robe visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the healer kneel on mossy ground and apply a herbal solution from a ceramic bowl to a fawn's foreleg wound?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature emerald green bamboo swaying, dappled shadows, and flickering fireflies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium shot and steadily tilt upward to reveal a vast landscape of bamboo and mountains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011069318279623985 + ], + "opposite_logprob_tokens": [ + -4.511069297790527 + ], + "logprob_reward": -0.011069318279623985, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011069318279623985, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0678044855594635, + 0.057690590620040894, + 0.016087645664811134, + 0.009406208992004395, + 0.03529142588376999, + 0.056022319942712784, + 0.040057599544525146, + 0.029462270438671112, + 0.05765138566493988, + 0.6305261254310608 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.011069318279623985 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bamboo forest at night with a bright moon in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a healer with long silver hair tied by a wooden hairpin and wearing a moon-white linen robe visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the healer kneel on mossy ground and apply a herbal solution from a ceramic bowl to a fawn's foreleg wound?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature emerald green bamboo swaying, dappled shadows, and flickering fireflies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium shot and steadily tilt upward to reveal a vast landscape of bamboo and mountains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6327483057975769 + ], + "opposite_logprob_tokens": [ + -0.7577483057975769 + ], + "logprob_reward": -0.6327483057975769, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6327483057975769, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0445740632712841, + 0.020604316145181656, + 0.005291522480547428, + 0.007346538361161947, + 0.011672819964587688, + 0.03434951230883598, + 0.0406731478869915, + 0.01510997861623764, + 0.02764558233320713, + 0.7927325367927551 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.6327483057975769 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with a gentle medium shot. Deep in a tranquil bamboo forest, bathed in cool, silver moonlight, stands a healer of sagelike demeanor. His long, moon-like silver hair is loosely tied with a simple wooden hairpin. He wears a flowing, moon-white robe made of natural linen, its sleeves sweeping gently in the night breeze. With exquisite grace, he kneels on the soft, mossy ground. Before him, a fawn, its fur speckled with white, appears exceptionally fragile. Its large, moist eyes are filled with utter trust. The healer carefully tends to a small wound on its foreleg. With his slender fingertips, he scoops up a herbal solution from a small ceramic bowl beside him and gently, calmly, applies it to the wound. His focused and compassionate expression appears remarkably sacred in the soft light. Towering, emerald green bamboos sway gently in the night breeze. Moonlight filters through the leaves, casting dappled, flickering shadows on the ground. A few fireflies flicker in the air, adding a touch of dreamy vitality to the tranquil scene. The entire scene is imbued with the distinctive hand-painted aesthetic of Ghibli animation, with soft colors and flowing lines, imbued with a sense of tranquility and tenderness. As the camera steadily and slowly tilts upward, the intimate interaction between the healer and the deer gradually gives way to a broader landscape, ultimately revealing a grand canvas: a boundless sea of bamboo undulating like waves under the moonlight, with the inky outlines of rolling mountains in the distance. A bright moon hangs high in the tranquil night sky, creating a vast and healing dreamlike atmosphere.", + "seed": 11049, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_13/index_1275_seed_11049_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07153380056843162, + "vlm_logprob": -0.07153380056843162, + "vlm_yes_no_margin": 3.249999976158142, + "vlm_token_credit": -0.07153380056843162, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bamboo forest at night with a bright moon in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a healer with long silver hair tied by a wooden hairpin and wearing a moon-white linen robe visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the healer kneel on mossy ground and apply a herbal solution from a ceramic bowl to a fawn's foreleg wound?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature emerald green bamboo swaying, dappled shadows, and flickering fireflies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium shot and steadily tilt upward to reveal a vast landscape of bamboo and mountains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12780125439167023 + ], + "opposite_logprob_tokens": [ + -2.1278011798858643 + ], + "logprob_reward": -0.12780125439167023, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12780125439167023, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.061262939125299454, + 0.013042272068560123, + 0.032574158161878586, + 0.06556515395641327, + 0.013587969355285168, + 0.11483035236597061, + 0.10965108871459961, + 0.03768409416079521, + 0.3409455716609955, + 0.2108563929796219 + ], + "top_frames": [ + 8, + 9, + 5 + ], + "selected_reward": -0.12780125439167023 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bamboo forest at night with a bright moon in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a healer with long silver hair tied by a wooden hairpin and wearing a moon-white linen robe visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the healer kneel on mossy ground and apply a herbal solution from a ceramic bowl to a fawn's foreleg wound?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature emerald green bamboo swaying, dappled shadows, and flickering fireflies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium shot and steadily tilt upward to reveal a vast landscape of bamboo and mountains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007636047434061766 + ], + "opposite_logprob_tokens": [ + -4.882636070251465 + ], + "logprob_reward": -0.007636047434061766, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007636047434061766, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12700912356376648, + 0.04095378518104553, + 0.041544973850250244, + 0.07593218237161636, + 0.05059932544827461, + 0.10806722939014435, + 0.03237936645746231, + 0.04650932550430298, + 0.13063418865203857, + 0.3463703989982605 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.007636047434061766 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bamboo forest at night with a bright moon in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a healer with long silver hair tied by a wooden hairpin and wearing a moon-white linen robe visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the healer kneel on mossy ground and apply a herbal solution from a ceramic bowl to a fawn's foreleg wound?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature emerald green bamboo swaying, dappled shadows, and flickering fireflies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium shot and steadily tilt upward to reveal a vast landscape of bamboo and mountains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026337487623095512 + ], + "opposite_logprob_tokens": [ + -3.6513373851776123 + ], + "logprob_reward": -0.026337487623095512, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026337487623095512, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0818282961845398, + 0.06437104940414429, + 0.05781608819961548, + 0.06841818988323212, + 0.061915382742881775, + 0.16695617139339447, + 0.09899935126304626, + 0.04779431223869324, + 0.07072152197360992, + 0.2811796963214874 + ], + "top_frames": [ + 9, + 5, + 6 + ], + "selected_reward": -0.026337487623095512 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bamboo forest at night with a bright moon in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a healer with long silver hair tied by a wooden hairpin and wearing a moon-white linen robe visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the healer kneel on mossy ground and apply a herbal solution from a ceramic bowl to a fawn's foreleg wound?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature emerald green bamboo swaying, dappled shadows, and flickering fireflies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium shot and steadily tilt upward to reveal a vast landscape of bamboo and mountains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016062619164586067 + ], + "opposite_logprob_tokens": [ + -4.1410627365112305 + ], + "logprob_reward": -0.016062619164586067, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016062619164586067, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08319655060768127, + 0.02402956411242485, + 0.019155537709593773, + 0.06853333115577698, + 0.041530344635248184, + 0.04779805243015289, + 0.04236968979239464, + 0.02113928459584713, + 0.34479430317878723, + 0.30745330452919006 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.016062619164586067 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bamboo forest at night with a bright moon in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a healer with long silver hair tied by a wooden hairpin and wearing a moon-white linen robe visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the healer kneel on mossy ground and apply a herbal solution from a ceramic bowl to a fawn's foreleg wound?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature emerald green bamboo swaying, dappled shadows, and flickering fireflies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium shot and steadily tilt upward to reveal a vast landscape of bamboo and mountains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1798315942287445 + ], + "opposite_logprob_tokens": [ + -1.804831624031067 + ], + "logprob_reward": -0.1798315942287445, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1798315942287445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.026516538113355637, + 0.01296018622815609, + 0.017044320702552795, + 0.07592662423849106, + 0.013653051108121872, + 0.0778803750872612, + 0.051978275179862976, + 0.030855465680360794, + 0.4186241924762726, + 0.27456095814704895 + ], + "top_frames": [ + 8, + 9, + 5 + ], + "selected_reward": -0.1798315942287445 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_14/index_tensor([7182, 7182])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_14/index_tensor([7182, 7182])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..3d209b04d57b6f12b0927f5f87a4ab3477c26b4d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_14/index_tensor([7182, 7182])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The camera pans in a fluid, unbroken 360-degree pan, capturing a fierce confrontation deep within an abandoned factory from a slightly upward angle. Two biomechanical creatures, a fusion of organic form and cold machinery, engage in a desperate struggle on a corroded metal floor covered in rust and oil. Their bodies are composed of mirror-polished chrome, their intricate internal structures visible through their skeletal shells. Countless precisely meshing gears whirr as they move, emitting a cold metallic gleam. One of the creatures resembles a scorpion, its massive hydraulic jaws snapping shut with immense force. The other, more like a multi-legged spider, its forelimbs terminating in arc cutters that sizzle and flash with a menacing blue-white electric light. As the claws and cutters collide violently, a blinding storm of sparks erupts. These flaming particles briefly illuminate the surrounding darkness, casting a frenzy of light and shadow across their mirror-polished chrome shells and illuminating the massive silhouettes of rusted chains and abandoned machinery hanging in the background. The entire scene is full of primitive violent aesthetics and iconic biomechanical art style, creating a tense, futuristic and destructive atmosphere of conflict amidst the harsh screams of metal and the crackling of electric arcs.", + "seed": 8512, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_14/index_7182_seed_8512_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.13102910490706562, + "vlm_logprob": -0.13102910490706562, + "vlm_yes_no_margin": 3.025, + "vlm_token_credit": -0.13102910490706562, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two biomechanical creatures visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment an abandoned factory with a corroded metal floor covered in rust and oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the creatures have bodies composed of mirror-polished chrome with visible internal structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one creature resembling a scorpion with snapping hydraulic jaws and the other resembling a spider with arc cutters emitting blue-white electric light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a fluid, unbroken 360-degree pan?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0191088505089283 + ], + "opposite_logprob_tokens": [ + -4.019108772277832 + ], + "logprob_reward": -0.0191088505089283, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.0191088505089283, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.024465156719088554, + 0.017825918272137642, + 0.022946083918213844, + 0.04901612177491188, + 0.03663479909300804, + 0.031094904989004135, + 0.18588551878929138, + 0.029110148549079895, + 0.545918345451355, + 0.05710306763648987 + ], + "top_frames": [ + 8, + 6, + 9 + ], + "selected_reward": -0.0191088505089283 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two biomechanical creatures visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment an abandoned factory with a corroded metal floor covered in rust and oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the creatures have bodies composed of mirror-polished chrome with visible internal structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one creature resembling a scorpion with snapping hydraulic jaws and the other resembling a spider with arc cutters emitting blue-white electric light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a fluid, unbroken 360-degree pan?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17989274859428406 + ], + "opposite_logprob_tokens": [ + -1.8048927783966064 + ], + "logprob_reward": -0.17989274859428406, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17989274859428406, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07281626015901566, + 0.04275719076395035, + 0.06175150349736214, + 0.035159025341272354, + 0.13238930702209473, + 0.026317501440644264, + 0.3337078392505646, + 0.09480887651443481, + 0.15382923185825348, + 0.046463266015052795 + ], + "top_frames": [ + 6, + 8, + 4 + ], + "selected_reward": -0.17989274859428406 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two biomechanical creatures visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment an abandoned factory with a corroded metal floor covered in rust and oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the creatures have bodies composed of mirror-polished chrome with visible internal structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one creature resembling a scorpion with snapping hydraulic jaws and the other resembling a spider with arc cutters emitting blue-white electric light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a fluid, unbroken 360-degree pan?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020579038187861443 + ], + "opposite_logprob_tokens": [ + -3.8955790996551514 + ], + "logprob_reward": -0.020579038187861443, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020579038187861443, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11982959508895874, + 0.039089906960725784, + 0.04226681962609291, + 0.04254395142197609, + 0.5335246324539185, + 0.035647954791784286, + 0.0793914720416069, + 0.04751401022076607, + 0.033548805862665176, + 0.026642821729183197 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.020579038187861443 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two biomechanical creatures visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment an abandoned factory with a corroded metal floor covered in rust and oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the creatures have bodies composed of mirror-polished chrome with visible internal structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one creature resembling a scorpion with snapping hydraulic jaws and the other resembling a spider with arc cutters emitting blue-white electric light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a fluid, unbroken 360-degree pan?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006738912779837847 + ], + "opposite_logprob_tokens": [ + -5.006739139556885 + ], + "logprob_reward": -0.006738912779837847, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006738912779837847, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13555438816547394, + 0.06793347746133804, + 0.034811634570360184, + 0.08280467987060547, + 0.15373916923999786, + 0.0916246697306633, + 0.14026875793933868, + 0.08457295596599579, + 0.09896645694971085, + 0.10972371697425842 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.006738912779837847 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two biomechanical creatures visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment an abandoned factory with a corroded metal floor covered in rust and oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the creatures have bodies composed of mirror-polished chrome with visible internal structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one creature resembling a scorpion with snapping hydraulic jaws and the other resembling a spider with arc cutters emitting blue-white electric light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a fluid, unbroken 360-degree pan?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4288259744644165 + ], + "opposite_logprob_tokens": [ + -1.0538259744644165 + ], + "logprob_reward": -0.4288259744644165, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4288259744644165, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0476221963763237, + 0.030073434114456177, + 0.04199976101517677, + 0.05722123757004738, + 0.08513982594013214, + 0.0270908921957016, + 0.07417859882116318, + 0.04260889068245888, + 0.5690412521362305, + 0.02502383477985859 + ], + "top_frames": [ + 8, + 4, + 6 + ], + "selected_reward": -0.4288259744644165 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The camera pans in a fluid, unbroken 360-degree pan, capturing a fierce confrontation deep within an abandoned factory from a slightly upward angle. Two biomechanical creatures, a fusion of organic form and cold machinery, engage in a desperate struggle on a corroded metal floor covered in rust and oil. Their bodies are composed of mirror-polished chrome, their intricate internal structures visible through their skeletal shells. Countless precisely meshing gears whirr as they move, emitting a cold metallic gleam. One of the creatures resembles a scorpion, its massive hydraulic jaws snapping shut with immense force. The other, more like a multi-legged spider, its forelimbs terminating in arc cutters that sizzle and flash with a menacing blue-white electric light. As the claws and cutters collide violently, a blinding storm of sparks erupts. These flaming particles briefly illuminate the surrounding darkness, casting a frenzy of light and shadow across their mirror-polished chrome shells and illuminating the massive silhouettes of rusted chains and abandoned machinery hanging in the background. The entire scene is full of primitive violent aesthetics and iconic biomechanical art style, creating a tense, futuristic and destructive atmosphere of conflict amidst the harsh screams of metal and the crackling of electric arcs.", + "seed": 8513, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_14/index_7182_seed_8513_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.12160756178200245, + "vlm_logprob": -0.12160756178200245, + "vlm_yes_no_margin": 2.824999976158142, + "vlm_token_credit": -0.12160756178200245, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two biomechanical creatures visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment an abandoned factory with a corroded metal floor covered in rust and oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the creatures have bodies composed of mirror-polished chrome with visible internal structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one creature resembling a scorpion with snapping hydraulic jaws and the other resembling a spider with arc cutters emitting blue-white electric light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a fluid, unbroken 360-degree pan?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02432512491941452 + ], + "opposite_logprob_tokens": [ + -3.774325132369995 + ], + "logprob_reward": -0.02432512491941452, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02432512491941452, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07108733803033829, + 0.046971678733825684, + 0.07141648232936859, + 0.07223066687583923, + 0.05911673232913017, + 0.11221358925104141, + 0.07158360630273819, + 0.1941281110048294, + 0.24505048990249634, + 0.056201282888650894 + ], + "top_frames": [ + 8, + 7, + 5 + ], + "selected_reward": -0.02432512491941452 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two biomechanical creatures visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment an abandoned factory with a corroded metal floor covered in rust and oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the creatures have bodies composed of mirror-polished chrome with visible internal structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one creature resembling a scorpion with snapping hydraulic jaws and the other resembling a spider with arc cutters emitting blue-white electric light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a fluid, unbroken 360-degree pan?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270493119955063 + ], + "opposite_logprob_tokens": [ + -2.127049207687378 + ], + "logprob_reward": -0.1270493119955063, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.1270493119955063, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14393019676208496, + 0.06579965353012085, + 0.08296947181224823, + 0.09783021360635757, + 0.030512670055031776, + 0.11828286945819855, + 0.0880739763379097, + 0.18405866622924805, + 0.10363864153623581, + 0.08490359038114548 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.1270493119955063 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two biomechanical creatures visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment an abandoned factory with a corroded metal floor covered in rust and oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the creatures have bodies composed of mirror-polished chrome with visible internal structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one creature resembling a scorpion with snapping hydraulic jaws and the other resembling a spider with arc cutters emitting blue-white electric light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a fluid, unbroken 360-degree pan?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06203708052635193 + ], + "opposite_logprob_tokens": [ + -2.8120369911193848 + ], + "logprob_reward": -0.06203708052635193, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06203708052635193, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14502134919166565, + 0.144307479262352, + 0.07322760671377182, + 0.12465769797563553, + 0.06983910501003265, + 0.11622130125761032, + 0.08375445753335953, + 0.14716634154319763, + 0.041345130652189255, + 0.05445946007966995 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.06203708052635193 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two biomechanical creatures visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment an abandoned factory with a corroded metal floor covered in rust and oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the creatures have bodies composed of mirror-polished chrome with visible internal structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one creature resembling a scorpion with snapping hydraulic jaws and the other resembling a spider with arc cutters emitting blue-white electric light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a fluid, unbroken 360-degree pan?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007632853463292122 + ], + "opposite_logprob_tokens": [ + -4.882632732391357 + ], + "logprob_reward": -0.007632853463292122, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007632853463292122, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09431750327348709, + 0.05064927414059639, + 0.06425788253545761, + 0.07497644424438477, + 0.03016229346394539, + 0.0628218799829483, + 0.36867406964302063, + 0.06944583356380463, + 0.05748523399233818, + 0.12720957398414612 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.007632853463292122 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two biomechanical creatures visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment an abandoned factory with a corroded metal floor covered in rust and oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the creatures have bodies composed of mirror-polished chrome with visible internal structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one creature resembling a scorpion with snapping hydraulic jaws and the other resembling a spider with arc cutters emitting blue-white electric light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a fluid, unbroken 360-degree pan?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3869934380054474 + ], + "opposite_logprob_tokens": [ + -1.136993408203125 + ], + "logprob_reward": -0.3869934380054474, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3869934380054474, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09312514960765839, + 0.06442339718341827, + 0.0372084341943264, + 0.10770653188228607, + 0.044005073606967926, + 0.1462699919939041, + 0.11810313165187836, + 0.27780067920684814, + 0.08197768777608871, + 0.0293799489736557 + ], + "top_frames": [ + 7, + 5, + 6 + ], + "selected_reward": -0.3869934380054474 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The camera pans in a fluid, unbroken 360-degree pan, capturing a fierce confrontation deep within an abandoned factory from a slightly upward angle. Two biomechanical creatures, a fusion of organic form and cold machinery, engage in a desperate struggle on a corroded metal floor covered in rust and oil. Their bodies are composed of mirror-polished chrome, their intricate internal structures visible through their skeletal shells. Countless precisely meshing gears whirr as they move, emitting a cold metallic gleam. One of the creatures resembles a scorpion, its massive hydraulic jaws snapping shut with immense force. The other, more like a multi-legged spider, its forelimbs terminating in arc cutters that sizzle and flash with a menacing blue-white electric light. As the claws and cutters collide violently, a blinding storm of sparks erupts. These flaming particles briefly illuminate the surrounding darkness, casting a frenzy of light and shadow across their mirror-polished chrome shells and illuminating the massive silhouettes of rusted chains and abandoned machinery hanging in the background. The entire scene is full of primitive violent aesthetics and iconic biomechanical art style, creating a tense, futuristic and destructive atmosphere of conflict amidst the harsh screams of metal and the crackling of electric arcs.", + "seed": 8514, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_14/index_7182_seed_8514_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.11483785845339298, + "vlm_logprob": -0.11483785845339298, + "vlm_yes_no_margin": 2.949999988079071, + "vlm_token_credit": -0.11483785845339298, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two biomechanical creatures visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment an abandoned factory with a corroded metal floor covered in rust and oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the creatures have bodies composed of mirror-polished chrome with visible internal structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one creature resembling a scorpion with snapping hydraulic jaws and the other resembling a spider with arc cutters emitting blue-white electric light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a fluid, unbroken 360-degree pan?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.024008734151721 + ], + "opposite_logprob_tokens": [ + -3.7740087509155273 + ], + "logprob_reward": -0.024008734151721, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.024008734151721, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19899839162826538, + 0.04583360627293587, + 0.1436326652765274, + 0.11778067797422409, + 0.037954654544591904, + 0.026683032512664795, + 0.038524042814970016, + 0.028353454545140266, + 0.11545258015394211, + 0.24678683280944824 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.024008734151721 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two biomechanical creatures visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment an abandoned factory with a corroded metal floor covered in rust and oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the creatures have bodies composed of mirror-polished chrome with visible internal structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one creature resembling a scorpion with snapping hydraulic jaws and the other resembling a spider with arc cutters emitting blue-white electric light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a fluid, unbroken 360-degree pan?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12704437971115112 + ], + "opposite_logprob_tokens": [ + -2.127044439315796 + ], + "logprob_reward": -0.12704437971115112, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12704437971115112, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1065760999917984, + 0.037203043699264526, + 0.08999749273061752, + 0.13136543333530426, + 0.043024253100156784, + 0.03712981566786766, + 0.019464382901787758, + 0.013709797523915768, + 0.4008168578147888, + 0.12071282416582108 + ], + "top_frames": [ + 8, + 3, + 9 + ], + "selected_reward": -0.12704437971115112 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two biomechanical creatures visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment an abandoned factory with a corroded metal floor covered in rust and oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the creatures have bodies composed of mirror-polished chrome with visible internal structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one creature resembling a scorpion with snapping hydraulic jaws and the other resembling a spider with arc cutters emitting blue-white electric light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a fluid, unbroken 360-degree pan?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634979411959648 + ], + "opposite_logprob_tokens": [ + -3.6513497829437256 + ], + "logprob_reward": -0.02634979411959648, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634979411959648, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10374512523412704, + 0.031247710809111595, + 0.0346393845975399, + 0.029592551290988922, + 0.0568280890583992, + 0.03144232928752899, + 0.05070488154888153, + 0.028731636703014374, + 0.4194275736808777, + 0.21364067494869232 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.02634979411959648 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two biomechanical creatures visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment an abandoned factory with a corroded metal floor covered in rust and oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the creatures have bodies composed of mirror-polished chrome with visible internal structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one creature resembling a scorpion with snapping hydraulic jaws and the other resembling a spider with arc cutters emitting blue-white electric light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a fluid, unbroken 360-degree pan?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009786956012248993 + ], + "opposite_logprob_tokens": [ + -4.634787082672119 + ], + "logprob_reward": -0.009786956012248993, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009786956012248993, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10089168697595596, + 0.0614820271730423, + 0.05576365441083908, + 0.056617431342601776, + 0.04758884385228157, + 0.030584929510951042, + 0.031347621232271194, + 0.04977275803685188, + 0.47113874554634094, + 0.09481227397918701 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.009786956012248993 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two biomechanical creatures visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment an abandoned factory with a corroded metal floor covered in rust and oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the creatures have bodies composed of mirror-polished chrome with visible internal structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one creature resembling a scorpion with snapping hydraulic jaws and the other resembling a spider with arc cutters emitting blue-white electric light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a fluid, unbroken 360-degree pan?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3869994282722473 + ], + "opposite_logprob_tokens": [ + -1.1369993686676025 + ], + "logprob_reward": -0.3869994282722473, + "yes_no_margin_reward": 0.7499999403953552, + "token_credit_reward": -0.3869994282722473, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11828169971704483, + 0.019142065197229385, + 0.0326053611934185, + 0.11013521999120712, + 0.053101301193237305, + 0.055787429213523865, + 0.033377740532159805, + 0.0490645170211792, + 0.3447307050228119, + 0.1837739795446396 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.3869994282722473 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The camera pans in a fluid, unbroken 360-degree pan, capturing a fierce confrontation deep within an abandoned factory from a slightly upward angle. Two biomechanical creatures, a fusion of organic form and cold machinery, engage in a desperate struggle on a corroded metal floor covered in rust and oil. Their bodies are composed of mirror-polished chrome, their intricate internal structures visible through their skeletal shells. Countless precisely meshing gears whirr as they move, emitting a cold metallic gleam. One of the creatures resembles a scorpion, its massive hydraulic jaws snapping shut with immense force. The other, more like a multi-legged spider, its forelimbs terminating in arc cutters that sizzle and flash with a menacing blue-white electric light. As the claws and cutters collide violently, a blinding storm of sparks erupts. These flaming particles briefly illuminate the surrounding darkness, casting a frenzy of light and shadow across their mirror-polished chrome shells and illuminating the massive silhouettes of rusted chains and abandoned machinery hanging in the background. The entire scene is full of primitive violent aesthetics and iconic biomechanical art style, creating a tense, futuristic and destructive atmosphere of conflict amidst the harsh screams of metal and the crackling of electric arcs.", + "seed": 8515, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_14/index_7182_seed_8515_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.16497963089495898, + "vlm_logprob": -0.16497963089495898, + "vlm_yes_no_margin": 2.6, + "vlm_token_credit": -0.16497963089495898, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two biomechanical creatures visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment an abandoned factory with a corroded metal floor covered in rust and oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the creatures have bodies composed of mirror-polished chrome with visible internal structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one creature resembling a scorpion with snapping hydraulic jaws and the other resembling a spider with arc cutters emitting blue-white electric light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a fluid, unbroken 360-degree pan?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027264200150966644 + ], + "opposite_logprob_tokens": [ + -3.65226411819458 + ], + "logprob_reward": -0.027264200150966644, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.027264200150966644, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10060180723667145, + 0.06293845921754837, + 0.19509781897068024, + 0.08638320863246918, + 0.08847083896398544, + 0.07103961706161499, + 0.017470378428697586, + 0.2288196086883545, + 0.10613977164030075, + 0.0430385023355484 + ], + "top_frames": [ + 7, + 2, + 8 + ], + "selected_reward": -0.027264200150966644 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two biomechanical creatures visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment an abandoned factory with a corroded metal floor covered in rust and oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the creatures have bodies composed of mirror-polished chrome with visible internal structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one creature resembling a scorpion with snapping hydraulic jaws and the other resembling a spider with arc cutters emitting blue-white electric light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a fluid, unbroken 360-degree pan?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16036242246627808 + ], + "opposite_logprob_tokens": [ + -1.9103624820709229 + ], + "logprob_reward": -0.16036242246627808, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16036242246627808, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14295139908790588, + 0.08284798264503479, + 0.15325210988521576, + 0.03410743921995163, + 0.05621866136789322, + 0.09272900223731995, + 0.03280005231499672, + 0.20841526985168457, + 0.03817244991660118, + 0.15850557386875153 + ], + "top_frames": [ + 7, + 9, + 2 + ], + "selected_reward": -0.16036242246627808 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two biomechanical creatures visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment an abandoned factory with a corroded metal floor covered in rust and oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the creatures have bodies composed of mirror-polished chrome with visible internal structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one creature resembling a scorpion with snapping hydraulic jaws and the other resembling a spider with arc cutters emitting blue-white electric light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a fluid, unbroken 360-degree pan?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048652395606040955 + ], + "opposite_logprob_tokens": [ + -3.048652410507202 + ], + "logprob_reward": -0.048652395606040955, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048652395606040955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16618624329566956, + 0.08801490068435669, + 0.0777546688914299, + 0.11324930936098099, + 0.0633123591542244, + 0.0679280087351799, + 0.06597604602575302, + 0.23539727926254272, + 0.03084464929997921, + 0.09133660793304443 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.048652395606040955 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two biomechanical creatures visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment an abandoned factory with a corroded metal floor covered in rust and oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the creatures have bodies composed of mirror-polished chrome with visible internal structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one creature resembling a scorpion with snapping hydraulic jaws and the other resembling a spider with arc cutters emitting blue-white electric light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a fluid, unbroken 360-degree pan?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012544536031782627 + ], + "opposite_logprob_tokens": [ + -4.387544631958008 + ], + "logprob_reward": -0.012544536031782627, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012544536031782627, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13552916049957275, + 0.044019706547260284, + 0.07884450256824493, + 0.15010042488574982, + 0.08529172092676163, + 0.08664209395647049, + 0.03074428252875805, + 0.28362521529197693, + 0.0326879508793354, + 0.07251492142677307 + ], + "top_frames": [ + 7, + 3, + 0 + ], + "selected_reward": -0.012544536031782627 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two biomechanical creatures visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment an abandoned factory with a corroded metal floor covered in rust and oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the creatures have bodies composed of mirror-polished chrome with visible internal structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one creature resembling a scorpion with snapping hydraulic jaws and the other resembling a spider with arc cutters emitting blue-white electric light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a fluid, unbroken 360-degree pan?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5760746002197266 + ], + "opposite_logprob_tokens": [ + -0.8260746002197266 + ], + "logprob_reward": -0.5760746002197266, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5760746002197266, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1817745566368103, + 0.05868196859955788, + 0.13077960908412933, + 0.05022113025188446, + 0.0614340640604496, + 0.12144603580236435, + 0.09457071125507355, + 0.11130375415086746, + 0.10928039997816086, + 0.080507792532444 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.5760746002197266 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_15/index_tensor([4454, 4454])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_15/index_tensor([4454, 4454])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9b9a15f08181752641bb0de2b614f76968d818d5 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_15/index_tensor([4454, 4454])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "shot that begins in the medium shot, gently tilting upward and slowly zooming out, transports the viewer to the summit of a vast, ever-bending sea of clouds. A sacred phoenix perches majestically atop a lone peak piercing the clouds. Its feathers, like flowing flames, interwoven with threads of pure gold, gleam in the golden light of dawn. Its crest is as resplendent as gemstones, and its deep eyes gleam with ancient wisdom. Cautiously, it lowers its head, and with a beak that seems carved from warm jade, it gently but steadily grasps one end of a scroll made of aged, yellowed silk. The scroll's ends are framed by dark wooden shafts intricately carved with cloud patterns. As the phoenix's unhurried movements unfold, the scroll slowly unfurls, soft, multicolored streams of light spilling from its surface. The fantastical Eastern world depicted—tiered mountain ranges, winding rivers, and mist-shrouded pavilions—doesn't simply appear, but gradually coalesces and takes shape within these shimmering particles of light, as if a dormant dimension is awakening. The entire scene is bathed in a magnificent beam of light that pierces the clouds, gilding the phoenix's silhouette with a sacred gilt. The dominant tones of the painting are warm gold and calming cloud white, punctuated by the phoenix's fiery hues and the vibrant brilliance of the scroll, creating an atmosphere of grandeur, tranquility, and boundless wonder—an Eastern fantasy.", + "seed": 26988, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_15/index_4454_seed_26988_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07460936438292265, + "vlm_logprob": -0.07460936438292265, + "vlm_yes_no_margin": 3.224999952316284, + "vlm_token_credit": -0.07460936438292265, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a medium shot of a phoenix perched on a peak above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera gently tilt upward and slowly zoom out from the beginning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the phoenix have feathers resembling flowing flames interwoven with threads of pure gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the phoenix lower its head to grasp a scroll made of aged, yellowed silk with dark wooden shafts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do soft, multicolored streams of light spill from the scroll as it unfurls to reveal a fantastical Eastern world?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.019238192588090897 + ], + "opposite_logprob_tokens": [ + -4.019237995147705 + ], + "logprob_reward": -0.019238192588090897, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.019238192588090897, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27711156010627747, + 0.01719619147479534, + 0.01337131205946207, + 0.015366544015705585, + 0.012629011645913124, + 0.005979153793305159, + 0.009402086958289146, + 0.023953877389431, + 0.21271884441375732, + 0.4122714400291443 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.019238192588090897 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a medium shot of a phoenix perched on a peak above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera gently tilt upward and slowly zoom out from the beginning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the phoenix have feathers resembling flowing flames interwoven with threads of pure gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the phoenix lower its head to grasp a scroll made of aged, yellowed silk with dark wooden shafts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do soft, multicolored streams of light spill from the scroll as it unfurls to reveal a fantastical Eastern world?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25208303332328796 + ], + "opposite_logprob_tokens": [ + -1.5020830631256104 + ], + "logprob_reward": -0.25208303332328796, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25208303332328796, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07331620901823044, + 0.04162313789129257, + 0.02110724151134491, + 0.015116206370294094, + 0.037607017904520035, + 0.03542839735746384, + 0.1470712274312973, + 0.06915444135665894, + 0.3299475610256195, + 0.2296285629272461 + ], + "top_frames": [ + 8, + 9, + 6 + ], + "selected_reward": -0.25208303332328796 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a medium shot of a phoenix perched on a peak above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera gently tilt upward and slowly zoom out from the beginning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the phoenix have feathers resembling flowing flames interwoven with threads of pure gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the phoenix lower its head to grasp a scroll made of aged, yellowed silk with dark wooden shafts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do soft, multicolored streams of light spill from the scroll as it unfurls to reveal a fantastical Eastern world?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008647731505334377 + ], + "opposite_logprob_tokens": [ + -4.758647918701172 + ], + "logprob_reward": -0.008647731505334377, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008647731505334377, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.045780375599861145, + 0.035925403237342834, + 0.015296071767807007, + 0.008099820464849472, + 0.01046726480126381, + 0.009515775367617607, + 0.025087829679250717, + 0.04177534952759743, + 0.05379548668861389, + 0.7542566657066345 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.008647731505334377 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a medium shot of a phoenix perched on a peak above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera gently tilt upward and slowly zoom out from the beginning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the phoenix have feathers resembling flowing flames interwoven with threads of pure gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the phoenix lower its head to grasp a scroll made of aged, yellowed silk with dark wooden shafts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do soft, multicolored streams of light spill from the scroll as it unfurls to reveal a fantastical Eastern world?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497517064213753 + ], + "opposite_logprob_tokens": [ + -2.9299752712249756 + ], + "logprob_reward": -0.05497517064213753, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497517064213753, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.020413825288414955, + 0.010822184383869171, + 0.004016589839011431, + 0.005976228043437004, + 0.008790937252342701, + 0.005602795630693436, + 0.03036116249859333, + 0.01586209610104561, + 0.20565149188041687, + 0.6925026774406433 + ], + "top_frames": [ + 9, + 8, + 6 + ], + "selected_reward": -0.05497517064213753 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a medium shot of a phoenix perched on a peak above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera gently tilt upward and slowly zoom out from the beginning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the phoenix have feathers resembling flowing flames interwoven with threads of pure gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the phoenix lower its head to grasp a scroll made of aged, yellowed silk with dark wooden shafts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do soft, multicolored streams of light spill from the scroll as it unfurls to reveal a fantastical Eastern world?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810269385576248 + ], + "opposite_logprob_tokens": [ + -3.288102626800537 + ], + "logprob_reward": -0.03810269385576248, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810269385576248, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06534665077924728, + 0.003707673167809844, + 0.0040269275195896626, + 0.003631482133641839, + 0.0018891737563535571, + 0.0025198536459356546, + 0.009776444174349308, + 0.012563693337142467, + 0.0755472332239151, + 0.8209908604621887 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.03810269385576248 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot that begins in the medium shot, gently tilting upward and slowly zooming out, transports the viewer to the summit of a vast, ever-bending sea of clouds. A sacred phoenix perches majestically atop a lone peak piercing the clouds. Its feathers, like flowing flames, interwoven with threads of pure gold, gleam in the golden light of dawn. Its crest is as resplendent as gemstones, and its deep eyes gleam with ancient wisdom. Cautiously, it lowers its head, and with a beak that seems carved from warm jade, it gently but steadily grasps one end of a scroll made of aged, yellowed silk. The scroll's ends are framed by dark wooden shafts intricately carved with cloud patterns. As the phoenix's unhurried movements unfold, the scroll slowly unfurls, soft, multicolored streams of light spilling from its surface. The fantastical Eastern world depicted—tiered mountain ranges, winding rivers, and mist-shrouded pavilions—doesn't simply appear, but gradually coalesces and takes shape within these shimmering particles of light, as if a dormant dimension is awakening. The entire scene is bathed in a magnificent beam of light that pierces the clouds, gilding the phoenix's silhouette with a sacred gilt. The dominant tones of the painting are warm gold and calming cloud white, punctuated by the phoenix's fiery hues and the vibrant brilliance of the scroll, creating an atmosphere of grandeur, tranquility, and boundless wonder—an Eastern fantasy.", + "seed": 26989, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_15/index_4454_seed_26989_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03460583370178938, + "vlm_logprob": -0.03460583370178938, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.03460583370178938, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a medium shot of a phoenix perched on a peak above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera gently tilt upward and slowly zoom out from the beginning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the phoenix have feathers resembling flowing flames interwoven with threads of pure gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the phoenix lower its head to grasp a scroll made of aged, yellowed silk with dark wooden shafts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do soft, multicolored streams of light spill from the scroll as it unfurls to reveal a fantastical Eastern world?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.017246512696146965 + ], + "opposite_logprob_tokens": [ + -4.142246723175049 + ], + "logprob_reward": -0.017246512696146965, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.017246512696146965, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11631632596254349, + 0.7405086755752563, + 0.029107293114066124, + 0.010950208641588688, + 0.018284859135746956, + 0.013789809308946133, + 0.023027028888463974, + 0.014060894027352333, + 0.014664367772638798, + 0.01929054781794548 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.017246512696146965 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a medium shot of a phoenix perched on a peak above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera gently tilt upward and slowly zoom out from the beginning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the phoenix have feathers resembling flowing flames interwoven with threads of pure gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the phoenix lower its head to grasp a scroll made of aged, yellowed silk with dark wooden shafts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do soft, multicolored streams of light spill from the scroll as it unfurls to reveal a fantastical Eastern world?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12703010439872742 + ], + "opposite_logprob_tokens": [ + -2.12703013420105 + ], + "logprob_reward": -0.12703010439872742, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12703010439872742, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07429689913988113, + 0.5076345801353455, + 0.08505590260028839, + 0.055900100618600845, + 0.0239859689027071, + 0.05274001136422157, + 0.017689580097794533, + 0.1030815988779068, + 0.025808684527873993, + 0.05380670353770256 + ], + "top_frames": [ + 1, + 7, + 2 + ], + "selected_reward": -0.12703010439872742 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a medium shot of a phoenix perched on a peak above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera gently tilt upward and slowly zoom out from the beginning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the phoenix have feathers resembling flowing flames interwoven with threads of pure gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the phoenix lower its head to grasp a scroll made of aged, yellowed silk with dark wooden shafts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do soft, multicolored streams of light spill from the scroll as it unfurls to reveal a fantastical Eastern world?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006739978212863207 + ], + "opposite_logprob_tokens": [ + -5.006740093231201 + ], + "logprob_reward": -0.006739978212863207, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006739978212863207, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.039387449622154236, + 0.8301272988319397, + 0.03615574911236763, + 0.01018510852009058, + 0.010002314113080502, + 0.010108530521392822, + 0.012159716337919235, + 0.01499667577445507, + 0.012933056801557541, + 0.023944128304719925 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.006739978212863207 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a medium shot of a phoenix perched on a peak above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera gently tilt upward and slowly zoom out from the beginning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the phoenix have feathers resembling flowing flames interwoven with threads of pure gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the phoenix lower its head to grasp a scroll made of aged, yellowed silk with dark wooden shafts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do soft, multicolored streams of light spill from the scroll as it unfurls to reveal a fantastical Eastern world?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016067076474428177 + ], + "opposite_logprob_tokens": [ + -4.141067028045654 + ], + "logprob_reward": -0.016067076474428177, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016067076474428177, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05915909260511398, + 0.5568626523017883, + 0.03360578417778015, + 0.015210087411105633, + 0.03106449730694294, + 0.10177385807037354, + 0.03034869208931923, + 0.03222960606217384, + 0.029060926288366318, + 0.11068486422300339 + ], + "top_frames": [ + 1, + 9, + 5 + ], + "selected_reward": -0.016067076474428177 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a medium shot of a phoenix perched on a peak above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera gently tilt upward and slowly zoom out from the beginning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the phoenix have feathers resembling flowing flames interwoven with threads of pure gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the phoenix lower its head to grasp a scroll made of aged, yellowed silk with dark wooden shafts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do soft, multicolored streams of light spill from the scroll as it unfurls to reveal a fantastical Eastern world?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00594549672678113 + ], + "opposite_logprob_tokens": [ + -5.130945682525635 + ], + "logprob_reward": -0.00594549672678113, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00594549672678113, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04856543615460396, + 0.529674768447876, + 0.03666532039642334, + 0.027909934520721436, + 0.02273423597216606, + 0.03778970241546631, + 0.0170770101249218, + 0.02151261642575264, + 0.03842029348015785, + 0.21965070068836212 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.00594549672678113 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot that begins in the medium shot, gently tilting upward and slowly zooming out, transports the viewer to the summit of a vast, ever-bending sea of clouds. A sacred phoenix perches majestically atop a lone peak piercing the clouds. Its feathers, like flowing flames, interwoven with threads of pure gold, gleam in the golden light of dawn. Its crest is as resplendent as gemstones, and its deep eyes gleam with ancient wisdom. Cautiously, it lowers its head, and with a beak that seems carved from warm jade, it gently but steadily grasps one end of a scroll made of aged, yellowed silk. The scroll's ends are framed by dark wooden shafts intricately carved with cloud patterns. As the phoenix's unhurried movements unfold, the scroll slowly unfurls, soft, multicolored streams of light spilling from its surface. The fantastical Eastern world depicted—tiered mountain ranges, winding rivers, and mist-shrouded pavilions—doesn't simply appear, but gradually coalesces and takes shape within these shimmering particles of light, as if a dormant dimension is awakening. The entire scene is bathed in a magnificent beam of light that pierces the clouds, gilding the phoenix's silhouette with a sacred gilt. The dominant tones of the painting are warm gold and calming cloud white, punctuated by the phoenix's fiery hues and the vibrant brilliance of the scroll, creating an atmosphere of grandeur, tranquility, and boundless wonder—an Eastern fantasy.", + "seed": 26990, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_15/index_4454_seed_26990_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08229121016338467, + "vlm_logprob": -0.08229121016338467, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.08229121016338467, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a medium shot of a phoenix perched on a peak above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera gently tilt upward and slowly zoom out from the beginning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the phoenix have feathers resembling flowing flames interwoven with threads of pure gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the phoenix lower its head to grasp a scroll made of aged, yellowed silk with dark wooden shafts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do soft, multicolored streams of light spill from the scroll as it unfurls to reveal a fantastical Eastern world?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027377180755138397 + ], + "opposite_logprob_tokens": [ + -3.652377128601074 + ], + "logprob_reward": -0.027377180755138397, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.027377180755138397, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17237111926078796, + 0.10638557374477386, + 0.12321920692920685, + 0.06437952816486359, + 0.08450869470834732, + 0.11058995872735977, + 0.03594186529517174, + 0.04374418407678604, + 0.1744261085987091, + 0.08443377166986465 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.027377180755138397 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a medium shot of a phoenix perched on a peak above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera gently tilt upward and slowly zoom out from the beginning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the phoenix have feathers resembling flowing flames interwoven with threads of pure gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the phoenix lower its head to grasp a scroll made of aged, yellowed silk with dark wooden shafts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do soft, multicolored streams of light spill from the scroll as it unfurls to reveal a fantastical Eastern world?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3133993446826935 + ], + "opposite_logprob_tokens": [ + -1.313399314880371 + ], + "logprob_reward": -0.3133993446826935, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3133993446826935, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13594776391983032, + 0.1388978660106659, + 0.12719769775867462, + 0.06680554896593094, + 0.1675509661436081, + 0.05384049564599991, + 0.02284838631749153, + 0.023456018418073654, + 0.03069252148270607, + 0.23276276886463165 + ], + "top_frames": [ + 9, + 4, + 1 + ], + "selected_reward": -0.3133993446826935 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a medium shot of a phoenix perched on a peak above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera gently tilt upward and slowly zoom out from the beginning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the phoenix have feathers resembling flowing flames interwoven with threads of pure gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the phoenix lower its head to grasp a scroll made of aged, yellowed silk with dark wooden shafts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do soft, multicolored streams of light spill from the scroll as it unfurls to reveal a fantastical Eastern world?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005950829479843378 + ], + "opposite_logprob_tokens": [ + -5.130950927734375 + ], + "logprob_reward": -0.005950829479843378, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005950829479843378, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1205311194062233, + 0.09467439353466034, + 0.08689472079277039, + 0.05772097408771515, + 0.07142576575279236, + 0.08704066276550293, + 0.030560262501239777, + 0.0942566841840744, + 0.07360534369945526, + 0.28329014778137207 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.005950829479843378 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a medium shot of a phoenix perched on a peak above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera gently tilt upward and slowly zoom out from the beginning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the phoenix have feathers resembling flowing flames interwoven with threads of pure gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the phoenix lower its head to grasp a scroll made of aged, yellowed silk with dark wooden shafts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do soft, multicolored streams of light spill from the scroll as it unfurls to reveal a fantastical Eastern world?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0549527183175087 + ], + "opposite_logprob_tokens": [ + -2.929952621459961 + ], + "logprob_reward": -0.0549527183175087, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.0549527183175087, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2058546245098114, + 0.1216643676161766, + 0.08195321261882782, + 0.11550924181938171, + 0.07956200838088989, + 0.12747476994991302, + 0.06800362467765808, + 0.05391595885157585, + 0.04479873180389404, + 0.10126344859600067 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.0549527183175087 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a medium shot of a phoenix perched on a peak above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera gently tilt upward and slowly zoom out from the beginning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the phoenix have feathers resembling flowing flames interwoven with threads of pure gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the phoenix lower its head to grasp a scroll made of aged, yellowed silk with dark wooden shafts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do soft, multicolored streams of light spill from the scroll as it unfurls to reveal a fantastical Eastern world?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009775977581739426 + ], + "opposite_logprob_tokens": [ + -4.6347761154174805 + ], + "logprob_reward": -0.009775977581739426, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009775977581739426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10831943154335022, + 0.05137056112289429, + 0.10792141407728195, + 0.1338084489107132, + 0.05757758021354675, + 0.3477467894554138, + 0.04811041057109833, + 0.056667327880859375, + 0.027575327083468437, + 0.06090270355343819 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -0.009775977581739426 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot that begins in the medium shot, gently tilting upward and slowly zooming out, transports the viewer to the summit of a vast, ever-bending sea of clouds. A sacred phoenix perches majestically atop a lone peak piercing the clouds. Its feathers, like flowing flames, interwoven with threads of pure gold, gleam in the golden light of dawn. Its crest is as resplendent as gemstones, and its deep eyes gleam with ancient wisdom. Cautiously, it lowers its head, and with a beak that seems carved from warm jade, it gently but steadily grasps one end of a scroll made of aged, yellowed silk. The scroll's ends are framed by dark wooden shafts intricately carved with cloud patterns. As the phoenix's unhurried movements unfold, the scroll slowly unfurls, soft, multicolored streams of light spilling from its surface. The fantastical Eastern world depicted—tiered mountain ranges, winding rivers, and mist-shrouded pavilions—doesn't simply appear, but gradually coalesces and takes shape within these shimmering particles of light, as if a dormant dimension is awakening. The entire scene is bathed in a magnificent beam of light that pierces the clouds, gilding the phoenix's silhouette with a sacred gilt. The dominant tones of the painting are warm gold and calming cloud white, punctuated by the phoenix's fiery hues and the vibrant brilliance of the scroll, creating an atmosphere of grandeur, tranquility, and boundless wonder—an Eastern fantasy.", + "seed": 26991, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_15/index_4454_seed_26991_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0297287555411458, + "vlm_logprob": -0.0297287555411458, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.0297287555411458, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a medium shot of a phoenix perched on a peak above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera gently tilt upward and slowly zoom out from the beginning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the phoenix have feathers resembling flowing flames interwoven with threads of pure gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the phoenix lower its head to grasp a scroll made of aged, yellowed silk with dark wooden shafts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do soft, multicolored streams of light spill from the scroll as it unfurls to reveal a fantastical Eastern world?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008670303970575333 + ], + "opposite_logprob_tokens": [ + -4.883670330047607 + ], + "logprob_reward": -0.008670303970575333, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.008670303970575333, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10681556910276413, + 0.039372850209474564, + 0.016293352469801903, + 0.04971887543797493, + 0.035739410668611526, + 0.03943025320768356, + 0.03782300278544426, + 0.02840842306613922, + 0.5777694582939148, + 0.06862879544496536 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.008670303970575333 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a medium shot of a phoenix perched on a peak above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera gently tilt upward and slowly zoom out from the beginning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the phoenix have feathers resembling flowing flames interwoven with threads of pure gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the phoenix lower its head to grasp a scroll made of aged, yellowed silk with dark wooden shafts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do soft, multicolored streams of light spill from the scroll as it unfurls to reveal a fantastical Eastern world?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10029781609773636 + ], + "opposite_logprob_tokens": [ + -2.3502979278564453 + ], + "logprob_reward": -0.10029781609773636, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10029781609773636, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1098688617348671, + 0.032554563134908676, + 0.017951807007193565, + 0.03295968472957611, + 0.04530199244618416, + 0.072614885866642, + 0.10733141750097275, + 0.04431416094303131, + 0.4874459505081177, + 0.04965672269463539 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.10029781609773636 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a medium shot of a phoenix perched on a peak above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera gently tilt upward and slowly zoom out from the beginning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the phoenix have feathers resembling flowing flames interwoven with threads of pure gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the phoenix lower its head to grasp a scroll made of aged, yellowed silk with dark wooden shafts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do soft, multicolored streams of light spill from the scroll as it unfurls to reveal a fantastical Eastern world?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012544064782559872 + ], + "opposite_logprob_tokens": [ + -4.38754415512085 + ], + "logprob_reward": -0.012544064782559872, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012544064782559872, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07979041337966919, + 0.04882160574197769, + 0.013877189718186855, + 0.05527997016906738, + 0.06823908537626266, + 0.09182634949684143, + 0.031037041917443275, + 0.04163171723484993, + 0.4913671314716339, + 0.07812944054603577 + ], + "top_frames": [ + 8, + 5, + 0 + ], + "selected_reward": -0.012544064782559872 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a medium shot of a phoenix perched on a peak above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera gently tilt upward and slowly zoom out from the beginning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the phoenix have feathers resembling flowing flames interwoven with threads of pure gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the phoenix lower its head to grasp a scroll made of aged, yellowed silk with dark wooden shafts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do soft, multicolored streams of light spill from the scroll as it unfurls to reveal a fantastical Eastern world?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016061095520853996 + ], + "opposite_logprob_tokens": [ + -4.141061305999756 + ], + "logprob_reward": -0.016061095520853996, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016061095520853996, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09592445939779282, + 0.03786998242139816, + 0.036787278950214386, + 0.07497265189886093, + 0.054284945130348206, + 0.08010876178741455, + 0.11245249956846237, + 0.08694467693567276, + 0.25305697321891785, + 0.16759774088859558 + ], + "top_frames": [ + 8, + 9, + 6 + ], + "selected_reward": -0.016061095520853996 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a medium shot of a phoenix perched on a peak above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera gently tilt upward and slowly zoom out from the beginning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the phoenix have feathers resembling flowing flames interwoven with threads of pure gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the phoenix lower its head to grasp a scroll made of aged, yellowed silk with dark wooden shafts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do soft, multicolored streams of light spill from the scroll as it unfurls to reveal a fantastical Eastern world?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011070497334003448 + ], + "opposite_logprob_tokens": [ + -4.511070728302002 + ], + "logprob_reward": -0.011070497334003448, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011070497334003448, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03750884532928467, + 0.03214789181947708, + 0.01321929506957531, + 0.04581194370985031, + 0.01950020156800747, + 0.020379142835736275, + 0.029490888118743896, + 0.04611290618777275, + 0.6578326225280762, + 0.09799621999263763 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.011070497334003448 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_2/index_tensor([6541, 6541])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_2/index_tensor([6541, 6541])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c73bd710b1c575ad5bad2860dd4a2f7ff79ac6fc --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_2/index_tensor([6541, 6541])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, close-up shot, shot from a slightly overhead angle, focuses the viewer's attention on a scene illuminated by the flickering flame of an ancient copper oil lamp. At the center of the frame lies a middle-aged strategist, wearing a dark silk scarf and a wide-sleeved black robe. He sits at a heavy, dark wooden desk, his brow furrowed, his eyes sharp as an eagle's, his gaze fixed intently on the object before him. The warm, dancing light casts deep shadows on his chiseled features, highlighting his lips pursed in deep thought. His slender, powerful hands, carefully, steadily, and deliberately, slowly unroll a bamboo map bound by string. As he moves, the polished bamboo strips rub against each other, creating a crisp, subtle rustling sound. The map's ink-drawn mountains and rivers, along with the cinnabar-marked military fortresses, gradually emerge in the dim light, exuding a sense of age and age. Beside him, on the desk, rests a feather fan crafted from white crane feathers, its ebony handle gleaming softly in the light. The painting's warm, deep tones, predominantly dark browns and oranges, create a stark contrast between light and shadow, evoking a sense of intense concentration and tension as one plots and decides a battle in the stillness of the night.", + "seed": 30522, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_2/index_6541_seed_30522_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03917483780533075, + "vlm_logprob": -0.03917483780533075, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.03917483780533075, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by the flickering flame of an ancient copper oil lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged man wearing a dark silk scarf and a wide-sleeved black robe sitting at a heavy dark wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man slowly unrolling a bamboo map bound by string with his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a feather fan crafted from white crane feathers with an ebony handle visible on the desk beside him?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02788045071065426 + ], + "opposite_logprob_tokens": [ + -4.652880668640137 + ], + "logprob_reward": -0.02788045071065426, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.02788045071065426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22980424761772156, + 0.08555423468351364, + 0.06911524385213852, + 0.0695360004901886, + 0.06198229640722275, + 0.06852398812770844, + 0.04866914451122284, + 0.1511179804801941, + 0.09938264638185501, + 0.11631422489881516 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.02788045071065426 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by the flickering flame of an ancient copper oil lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged man wearing a dark silk scarf and a wide-sleeved black robe sitting at a heavy dark wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man slowly unrolling a bamboo map bound by string with his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a feather fan crafted from white crane feathers with an ebony handle visible on the desk beside him?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05498826131224632 + ], + "opposite_logprob_tokens": [ + -2.929988145828247 + ], + "logprob_reward": -0.05498826131224632, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05498826131224632, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3458404541015625, + 0.1315850019454956, + 0.029068944975733757, + 0.04034632444381714, + 0.04091517999768257, + 0.09322527050971985, + 0.0385577566921711, + 0.15888017416000366, + 0.05548767000436783, + 0.06609318405389786 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.05498826131224632 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by the flickering flame of an ancient copper oil lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged man wearing a dark silk scarf and a wide-sleeved black robe sitting at a heavy dark wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man slowly unrolling a bamboo map bound by string with his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a feather fan crafted from white crane feathers with an ebony handle visible on the desk beside him?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009786602109670639 + ], + "opposite_logprob_tokens": [ + -4.634786605834961 + ], + "logprob_reward": -0.009786602109670639, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009786602109670639, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12412220984697342, + 0.05901980400085449, + 0.14021046459674835, + 0.0907398983836174, + 0.035617899149656296, + 0.018974410369992256, + 0.0637195035815239, + 0.05341506376862526, + 0.3758602440357208, + 0.03832050412893295 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.009786602109670639 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by the flickering flame of an ancient copper oil lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged man wearing a dark silk scarf and a wide-sleeved black robe sitting at a heavy dark wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man slowly unrolling a bamboo map bound by string with his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a feather fan crafted from white crane feathers with an ebony handle visible on the desk beside him?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014192714355885983 + ], + "opposite_logprob_tokens": [ + -4.264192581176758 + ], + "logprob_reward": -0.014192714355885983, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014192714355885983, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1388765573501587, + 0.12029159814119339, + 0.06333746016025543, + 0.1640499085187912, + 0.04149791598320007, + 0.032038506120443344, + 0.2044786959886551, + 0.058178286999464035, + 0.07004613429307938, + 0.1072048768401146 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.014192714355885983 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by the flickering flame of an ancient copper oil lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged man wearing a dark silk scarf and a wide-sleeved black robe sitting at a heavy dark wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man slowly unrolling a bamboo map bound by string with his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a feather fan crafted from white crane feathers with an ebony handle visible on the desk beside him?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08902616053819656 + ], + "opposite_logprob_tokens": [ + -2.4640262126922607 + ], + "logprob_reward": -0.08902616053819656, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08902616053819656, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23727348446846008, + 0.041192568838596344, + 0.02586720511317253, + 0.0425742045044899, + 0.037703320384025574, + 0.06788191199302673, + 0.057869233191013336, + 0.30512261390686035, + 0.11094598472118378, + 0.07356947660446167 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.08902616053819656 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, close-up shot, shot from a slightly overhead angle, focuses the viewer's attention on a scene illuminated by the flickering flame of an ancient copper oil lamp. At the center of the frame lies a middle-aged strategist, wearing a dark silk scarf and a wide-sleeved black robe. He sits at a heavy, dark wooden desk, his brow furrowed, his eyes sharp as an eagle's, his gaze fixed intently on the object before him. The warm, dancing light casts deep shadows on his chiseled features, highlighting his lips pursed in deep thought. His slender, powerful hands, carefully, steadily, and deliberately, slowly unroll a bamboo map bound by string. As he moves, the polished bamboo strips rub against each other, creating a crisp, subtle rustling sound. The map's ink-drawn mountains and rivers, along with the cinnabar-marked military fortresses, gradually emerge in the dim light, exuding a sense of age and age. Beside him, on the desk, rests a feather fan crafted from white crane feathers, its ebony handle gleaming softly in the light. The painting's warm, deep tones, predominantly dark browns and oranges, create a stark contrast between light and shadow, evoking a sense of intense concentration and tension as one plots and decides a battle in the stillness of the night.", + "seed": 30523, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_2/index_6541_seed_30523_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.048930305428802966, + "vlm_logprob": -0.048930305428802966, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.048930305428802966, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by the flickering flame of an ancient copper oil lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged man wearing a dark silk scarf and a wide-sleeved black robe sitting at a heavy dark wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man slowly unrolling a bamboo map bound by string with his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a feather fan crafted from white crane feathers with an ebony handle visible on the desk beside him?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05238252878189087 + ], + "opposite_logprob_tokens": [ + -3.677382469177246 + ], + "logprob_reward": -0.05238252878189087, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.05238252878189087, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18290679156780243, + 0.06345940381288528, + 0.12938036024570465, + 0.07181437313556671, + 0.09911300241947174, + 0.10832426697015762, + 0.16373184323310852, + 0.05808912590146065, + 0.0456831119954586, + 0.07749775052070618 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.05238252878189087 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by the flickering flame of an ancient copper oil lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged man wearing a dark silk scarf and a wide-sleeved black robe sitting at a heavy dark wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man slowly unrolling a bamboo map bound by string with his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a feather fan crafted from white crane feathers with an ebony handle visible on the desk beside him?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07007727771997452 + ], + "opposite_logprob_tokens": [ + -2.6950771808624268 + ], + "logprob_reward": -0.07007727771997452, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07007727771997452, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23572415113449097, + 0.12018488347530365, + 0.271562784910202, + 0.04663470759987831, + 0.04517989605665207, + 0.040593914687633514, + 0.07005985826253891, + 0.07243533432483673, + 0.04998975992202759, + 0.04763471335172653 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.07007727771997452 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by the flickering flame of an ancient copper oil lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged man wearing a dark silk scarf and a wide-sleeved black robe sitting at a heavy dark wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man slowly unrolling a bamboo map bound by string with his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a feather fan crafted from white crane feathers with an ebony handle visible on the desk beside him?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020601458847522736 + ], + "opposite_logprob_tokens": [ + -3.895601511001587 + ], + "logprob_reward": -0.020601458847522736, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020601458847522736, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2567335069179535, + 0.1400316059589386, + 0.14363744854927063, + 0.05978955700993538, + 0.060354240238666534, + 0.06814843416213989, + 0.07218179106712341, + 0.05628271773457527, + 0.07329870015382767, + 0.06954198330640793 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.020601458847522736 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by the flickering flame of an ancient copper oil lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged man wearing a dark silk scarf and a wide-sleeved black robe sitting at a heavy dark wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man slowly unrolling a bamboo map bound by string with his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a feather fan crafted from white crane feathers with an ebony handle visible on the desk beside him?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012545124627649784 + ], + "opposite_logprob_tokens": [ + -4.387545108795166 + ], + "logprob_reward": -0.012545124627649784, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012545124627649784, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16501203179359436, + 0.060386862605810165, + 0.10674941539764404, + 0.1613869071006775, + 0.04266668111085892, + 0.04119885712862015, + 0.15216170251369476, + 0.10141517221927643, + 0.058430593460798264, + 0.11059178411960602 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.012545124627649784 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by the flickering flame of an ancient copper oil lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged man wearing a dark silk scarf and a wide-sleeved black robe sitting at a heavy dark wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man slowly unrolling a bamboo map bound by string with his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a feather fan crafted from white crane feathers with an ebony handle visible on the desk beside him?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904513716697693 + ], + "opposite_logprob_tokens": [ + -2.4640450477600098 + ], + "logprob_reward": -0.08904513716697693, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904513716697693, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09841948747634888, + 0.07270699739456177, + 0.14066046476364136, + 0.12939253449440002, + 0.07625919580459595, + 0.06714129447937012, + 0.1027110144495964, + 0.0813593864440918, + 0.04834100231528282, + 0.18300861120224 + ], + "top_frames": [ + 9, + 2, + 3 + ], + "selected_reward": -0.08904513716697693 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, close-up shot, shot from a slightly overhead angle, focuses the viewer's attention on a scene illuminated by the flickering flame of an ancient copper oil lamp. At the center of the frame lies a middle-aged strategist, wearing a dark silk scarf and a wide-sleeved black robe. He sits at a heavy, dark wooden desk, his brow furrowed, his eyes sharp as an eagle's, his gaze fixed intently on the object before him. The warm, dancing light casts deep shadows on his chiseled features, highlighting his lips pursed in deep thought. His slender, powerful hands, carefully, steadily, and deliberately, slowly unroll a bamboo map bound by string. As he moves, the polished bamboo strips rub against each other, creating a crisp, subtle rustling sound. The map's ink-drawn mountains and rivers, along with the cinnabar-marked military fortresses, gradually emerge in the dim light, exuding a sense of age and age. Beside him, on the desk, rests a feather fan crafted from white crane feathers, its ebony handle gleaming softly in the light. The painting's warm, deep tones, predominantly dark browns and oranges, create a stark contrast between light and shadow, evoking a sense of intense concentration and tension as one plots and decides a battle in the stillness of the night.", + "seed": 30524, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_2/index_6541_seed_30524_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05693644694983959, + "vlm_logprob": -0.05693644694983959, + "vlm_yes_no_margin": 3.475, + "vlm_token_credit": -0.05693644694983959, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by the flickering flame of an ancient copper oil lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged man wearing a dark silk scarf and a wide-sleeved black robe sitting at a heavy dark wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man slowly unrolling a bamboo map bound by string with his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a feather fan crafted from white crane feathers with an ebony handle visible on the desk beside him?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07124802470207214 + ], + "opposite_logprob_tokens": [ + -3.0712480545043945 + ], + "logprob_reward": -0.07124802470207214, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.07124802470207214, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15260009467601776, + 0.06888436526060104, + 0.2488245666027069, + 0.09012314677238464, + 0.08054646849632263, + 0.11156216263771057, + 0.07015422731637955, + 0.02962329238653183, + 0.08282804489135742, + 0.06485362350940704 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.07124802470207214 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by the flickering flame of an ancient copper oil lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged man wearing a dark silk scarf and a wide-sleeved black robe sitting at a heavy dark wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man slowly unrolling a bamboo map bound by string with his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a feather fan crafted from white crane feathers with an ebony handle visible on the desk beside him?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12708185613155365 + ], + "opposite_logprob_tokens": [ + -2.127081871032715 + ], + "logprob_reward": -0.12708185613155365, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12708185613155365, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13171948492527008, + 0.06935348361730576, + 0.22444583475589752, + 0.04580777511000633, + 0.2671484351158142, + 0.0628393217921257, + 0.06677284091711044, + 0.026318006217479706, + 0.08487077057361603, + 0.02072404883801937 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.12708185613155365 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by the flickering flame of an ancient copper oil lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged man wearing a dark silk scarf and a wide-sleeved black robe sitting at a heavy dark wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man slowly unrolling a bamboo map bound by string with his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a feather fan crafted from white crane feathers with an ebony handle visible on the desk beside him?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005259605124592781 + ], + "opposite_logprob_tokens": [ + -5.2552595138549805 + ], + "logprob_reward": -0.005259605124592781, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005259605124592781, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09487154334783554, + 0.1368972510099411, + 0.2466898262500763, + 0.0678848996758461, + 0.1007784903049469, + 0.07896124571561813, + 0.07669423520565033, + 0.05410972982645035, + 0.09822572022676468, + 0.04488704726099968 + ], + "top_frames": [ + 2, + 1, + 4 + ], + "selected_reward": -0.005259605124592781 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by the flickering flame of an ancient copper oil lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged man wearing a dark silk scarf and a wide-sleeved black robe sitting at a heavy dark wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man slowly unrolling a bamboo map bound by string with his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a feather fan crafted from white crane feathers with an ebony handle visible on the desk beside him?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011076156049966812 + ], + "opposite_logprob_tokens": [ + -4.511075973510742 + ], + "logprob_reward": -0.011076156049966812, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011076156049966812, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08906374871730804, + 0.0500708632171154, + 0.39150556921958923, + 0.08508824557065964, + 0.0634830966591835, + 0.05312848463654518, + 0.050820015370845795, + 0.02430884912610054, + 0.15925943851470947, + 0.03327168524265289 + ], + "top_frames": [ + 2, + 8, + 0 + ], + "selected_reward": -0.011076156049966812 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by the flickering flame of an ancient copper oil lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged man wearing a dark silk scarf and a wide-sleeved black robe sitting at a heavy dark wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man slowly unrolling a bamboo map bound by string with his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a feather fan crafted from white crane feathers with an ebony handle visible on the desk beside him?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001659274101257 + ], + "opposite_logprob_tokens": [ + -2.695016622543335 + ], + "logprob_reward": -0.07001659274101257, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001659274101257, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14190718531608582, + 0.04428739473223686, + 0.11991756409406662, + 0.12588897347450256, + 0.09456651657819748, + 0.15702126920223236, + 0.1808912754058838, + 0.032563772052526474, + 0.06885701417922974, + 0.03409899026155472 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.07001659274101257 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, close-up shot, shot from a slightly overhead angle, focuses the viewer's attention on a scene illuminated by the flickering flame of an ancient copper oil lamp. At the center of the frame lies a middle-aged strategist, wearing a dark silk scarf and a wide-sleeved black robe. He sits at a heavy, dark wooden desk, his brow furrowed, his eyes sharp as an eagle's, his gaze fixed intently on the object before him. The warm, dancing light casts deep shadows on his chiseled features, highlighting his lips pursed in deep thought. His slender, powerful hands, carefully, steadily, and deliberately, slowly unroll a bamboo map bound by string. As he moves, the polished bamboo strips rub against each other, creating a crisp, subtle rustling sound. The map's ink-drawn mountains and rivers, along with the cinnabar-marked military fortresses, gradually emerge in the dim light, exuding a sense of age and age. Beside him, on the desk, rests a feather fan crafted from white crane feathers, its ebony handle gleaming softly in the light. The painting's warm, deep tones, predominantly dark browns and oranges, create a stark contrast between light and shadow, evoking a sense of intense concentration and tension as one plots and decides a battle in the stillness of the night.", + "seed": 30525, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_2/index_6541_seed_30525_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03678203206509352, + "vlm_logprob": -0.03678203206509352, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.03678203206509352, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by the flickering flame of an ancient copper oil lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged man wearing a dark silk scarf and a wide-sleeved black robe sitting at a heavy dark wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man slowly unrolling a bamboo map bound by string with his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a feather fan crafted from white crane feathers with an ebony handle visible on the desk beside him?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02354065515100956 + ], + "opposite_logprob_tokens": [ + -4.523540496826172 + ], + "logprob_reward": -0.02354065515100956, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.02354065515100956, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13396987318992615, + 0.09720001369714737, + 0.07328591495752335, + 0.11768970638513565, + 0.10421720147132874, + 0.10060235112905502, + 0.04816159978508949, + 0.043304551392793655, + 0.10330275446176529, + 0.17826607823371887 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.02354065515100956 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by the flickering flame of an ancient copper oil lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged man wearing a dark silk scarf and a wide-sleeved black robe sitting at a heavy dark wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man slowly unrolling a bamboo map bound by string with his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a feather fan crafted from white crane feathers with an ebony handle visible on the desk beside him?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020613837987184525 + ], + "opposite_logprob_tokens": [ + -3.8956139087677 + ], + "logprob_reward": -0.020613837987184525, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020613837987184525, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2795790433883667, + 0.07057271897792816, + 0.06598948687314987, + 0.03336837887763977, + 0.03853348270058632, + 0.026968693360686302, + 0.038016464561223984, + 0.04498681426048279, + 0.028144478797912598, + 0.37384042143821716 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.020613837987184525 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by the flickering flame of an ancient copper oil lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged man wearing a dark silk scarf and a wide-sleeved black robe sitting at a heavy dark wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man slowly unrolling a bamboo map bound by string with his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a feather fan crafted from white crane feathers with an ebony handle visible on the desk beside him?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008641467429697514 + ], + "opposite_logprob_tokens": [ + -4.758641242980957 + ], + "logprob_reward": -0.008641467429697514, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008641467429697514, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14867259562015533, + 0.0747937262058258, + 0.143655464053154, + 0.11831509321928024, + 0.17899833619594574, + 0.0568477138876915, + 0.05446210876107216, + 0.04437762126326561, + 0.030934415757656097, + 0.14894287288188934 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.008641467429697514 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by the flickering flame of an ancient copper oil lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged man wearing a dark silk scarf and a wide-sleeved black robe sitting at a heavy dark wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man slowly unrolling a bamboo map bound by string with his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a feather fan crafted from white crane feathers with an ebony handle visible on the desk beside him?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818355917930603 + ], + "opposite_logprob_tokens": [ + -4.018183708190918 + ], + "logprob_reward": -0.01818355917930603, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818355917930603, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08046624064445496, + 0.02704741433262825, + 0.02647334896028042, + 0.014974191784858704, + 0.23135122656822205, + 0.05904649198055267, + 0.02920498698949814, + 0.018889980390667915, + 0.037320852279663086, + 0.4752252399921417 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.01818355917930603 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by the flickering flame of an ancient copper oil lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged man wearing a dark silk scarf and a wide-sleeved black robe sitting at a heavy dark wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man slowly unrolling a bamboo map bound by string with his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a feather fan crafted from white crane feathers with an ebony handle visible on the desk beside him?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11293064057826996 + ], + "opposite_logprob_tokens": [ + -2.2379305362701416 + ], + "logprob_reward": -0.11293064057826996, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11293064057826996, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16545981168746948, + 0.07004890590906143, + 0.05681227147579193, + 0.027376001700758934, + 0.3759595453739166, + 0.049253735691308975, + 0.03808899596333504, + 0.01734459213912487, + 0.05867915600538254, + 0.14097698032855988 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.11293064057826996 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_3/index_tensor([6062, 6062])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_3/index_tensor([6062, 6062])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c18da397c15dad233232a594c9aa873e4bba9be8 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_3/index_tensor([6062, 6062])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, medium close-up, with a sharp digital look, remains static, capturing a figure at the wheel of a sleek black motorcycle. The subject, a woman with a determined expression and windswept black hair, wears a well-worn black leather jacket, its wrinkled texture and subtle sheen accentuated by the lighting. With ease, she swings her leg onto the seat, her free hand momentarily resting on the handlebars for balance. Behind her, a massive tidal power station looms, its massive concrete walls spanning the frame, appearing monolithic and imposing. The low, golden glow of the setting sun sweeps across the scene, casting long, dramatic shadows that stretch across the ground and sculpt every surface with intense contrast. This harsh light captures the grain of the leather and the rough, weathered texture of the concrete structure, creating a powerful portrait that emphasizes the stark contrast between the confident, self-assured human subject and the overwhelming industrial scale of her surroundings, all captured with crisp, high-fidelity detail.", + "seed": 24671, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_3/index_6062_seed_24671_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.025842463504523037, + "vlm_logprob": -0.025842463504523037, + "vlm_yes_no_margin": 4.124999952316284, + "vlm_token_credit": -0.025842463504523037, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the framing a medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a woman with windswept black hair wearing a well-worn black leather jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman performing the action of swinging her leg onto the seat of a sleek black motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive tidal power station with concrete walls visible in the background behind the motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low golden glow from a setting sun casting long, dramatic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07114699482917786 + ], + "opposite_logprob_tokens": [ + -3.4461469650268555 + ], + "logprob_reward": -0.07114699482917786, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.07114699482917786, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3886190354824066, + 0.09721393138170242, + 0.14501409232616425, + 0.08169576525688171, + 0.02272251807153225, + 0.03273395821452141, + 0.09494173526763916, + 0.047788482159376144, + 0.048630088567733765, + 0.040640346705913544 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.07114699482917786 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the framing a medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a woman with windswept black hair wearing a well-worn black leather jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman performing the action of swinging her leg onto the seat of a sleek black motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive tidal power station with concrete walls visible in the background behind the motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low golden glow from a setting sun casting long, dramatic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0206122025847435 + ], + "opposite_logprob_tokens": [ + -3.8956122398376465 + ], + "logprob_reward": -0.0206122025847435, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.0206122025847435, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3217546045780182, + 0.20321398973464966, + 0.04988821595907211, + 0.08384227752685547, + 0.029727444052696228, + 0.056729529052972794, + 0.040552135556936264, + 0.08054549992084503, + 0.05368426442146301, + 0.08006206154823303 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.0206122025847435 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the framing a medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a woman with windswept black hair wearing a well-worn black leather jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman performing the action of swinging her leg onto the seat of a sleek black motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive tidal power station with concrete walls visible in the background behind the motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low golden glow from a setting sun casting long, dramatic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01254300493746996 + ], + "opposite_logprob_tokens": [ + -4.387543201446533 + ], + "logprob_reward": -0.01254300493746996, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01254300493746996, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2531995475292206, + 0.05692203715443611, + 0.147405743598938, + 0.13655759394168854, + 0.053648509085178375, + 0.0830526053905487, + 0.10436496138572693, + 0.05325440689921379, + 0.06497196853160858, + 0.046622660011053085 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.01254300493746996 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the framing a medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a woman with windswept black hair wearing a well-worn black leather jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman performing the action of swinging her leg onto the seat of a sleek black motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive tidal power station with concrete walls visible in the background behind the motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low golden glow from a setting sun casting long, dramatic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018176767975091934 + ], + "opposite_logprob_tokens": [ + -4.018176555633545 + ], + "logprob_reward": -0.018176767975091934, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018176767975091934, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1643235683441162, + 0.150135338306427, + 0.1645432710647583, + 0.14618445932865143, + 0.07065094262361526, + 0.08708996325731277, + 0.05439801886677742, + 0.07301072776317596, + 0.020400049164891243, + 0.06926362216472626 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.018176767975091934 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the framing a medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a woman with windswept black hair wearing a well-worn black leather jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman performing the action of swinging her leg onto the seat of a sleek black motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive tidal power station with concrete walls visible in the background behind the motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low golden glow from a setting sun casting long, dramatic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006733347196131945 + ], + "opposite_logprob_tokens": [ + -5.006733417510986 + ], + "logprob_reward": -0.006733347196131945, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006733347196131945, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13377439975738525, + 0.2616617977619171, + 0.16796046495437622, + 0.06884224712848663, + 0.1090712770819664, + 0.038741353899240494, + 0.08345508575439453, + 0.06590675562620163, + 0.026960279792547226, + 0.04362631216645241 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.006733347196131945 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, medium close-up, with a sharp digital look, remains static, capturing a figure at the wheel of a sleek black motorcycle. The subject, a woman with a determined expression and windswept black hair, wears a well-worn black leather jacket, its wrinkled texture and subtle sheen accentuated by the lighting. With ease, she swings her leg onto the seat, her free hand momentarily resting on the handlebars for balance. Behind her, a massive tidal power station looms, its massive concrete walls spanning the frame, appearing monolithic and imposing. The low, golden glow of the setting sun sweeps across the scene, casting long, dramatic shadows that stretch across the ground and sculpt every surface with intense contrast. This harsh light captures the grain of the leather and the rough, weathered texture of the concrete structure, creating a powerful portrait that emphasizes the stark contrast between the confident, self-assured human subject and the overwhelming industrial scale of her surroundings, all captured with crisp, high-fidelity detail.", + "seed": 24672, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_3/index_6062_seed_24672_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.055585695803165434, + "vlm_logprob": -0.055585695803165434, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.055585695803165434, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the framing a medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a woman with windswept black hair wearing a well-worn black leather jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman performing the action of swinging her leg onto the seat of a sleek black motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive tidal power station with concrete walls visible in the background behind the motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low golden glow from a setting sun casting long, dramatic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10902749001979828 + ], + "opposite_logprob_tokens": [ + -2.85902738571167 + ], + "logprob_reward": -0.10902749001979828, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.10902749001979828, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20067647099494934, + 0.2644500732421875, + 0.1301226168870926, + 0.1357157826423645, + 0.0568237341940403, + 0.032564014196395874, + 0.040336523205041885, + 0.04768994078040123, + 0.053663283586502075, + 0.03795747831463814 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.10902749001979828 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the framing a medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a woman with windswept black hair wearing a well-worn black leather jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman performing the action of swinging her leg onto the seat of a sleek black motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive tidal power station with concrete walls visible in the background behind the motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low golden glow from a setting sun casting long, dramatic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018224060535430908 + ], + "opposite_logprob_tokens": [ + -4.018224239349365 + ], + "logprob_reward": -0.018224060535430908, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018224060535430908, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34310364723205566, + 0.25696590542793274, + 0.13544003665447235, + 0.09107223898172379, + 0.045478127896785736, + 0.023263197392225266, + 0.030492303892970085, + 0.025048503652215004, + 0.02490225061774254, + 0.024233823642134666 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.018224060535430908 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the framing a medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a woman with windswept black hair wearing a well-worn black leather jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman performing the action of swinging her leg onto the seat of a sleek black motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive tidal power station with concrete walls visible in the background behind the motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low golden glow from a setting sun casting long, dramatic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020588496699929237 + ], + "opposite_logprob_tokens": [ + -3.8955883979797363 + ], + "logprob_reward": -0.020588496699929237, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020588496699929237, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10942379385232925, + 0.4955733120441437, + 0.11694782227277756, + 0.05699342489242554, + 0.020092373713850975, + 0.029821330681443214, + 0.03974059969186783, + 0.050975501537323, + 0.05972134321928024, + 0.02071046642959118 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.020588496699929237 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the framing a medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a woman with windswept black hair wearing a well-worn black leather jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman performing the action of swinging her leg onto the seat of a sleek black motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive tidal power station with concrete walls visible in the background behind the motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low golden glow from a setting sun casting long, dramatic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10029080510139465 + ], + "opposite_logprob_tokens": [ + -2.3502907752990723 + ], + "logprob_reward": -0.10029080510139465, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10029080510139465, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4302654266357422, + 0.08762672543525696, + 0.0799252986907959, + 0.06882836669683456, + 0.046225655823946, + 0.037296049296855927, + 0.029114875942468643, + 0.04186622053384781, + 0.09280284494161606, + 0.08604856580495834 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.10029080510139465 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the framing a medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a woman with windswept black hair wearing a well-worn black leather jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman performing the action of swinging her leg onto the seat of a sleek black motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive tidal power station with concrete walls visible in the background behind the motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low golden glow from a setting sun casting long, dramatic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0297976266592741 + ], + "opposite_logprob_tokens": [ + -3.5297975540161133 + ], + "logprob_reward": -0.0297976266592741, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.0297976266592741, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16212444007396698, + 0.12430941313505173, + 0.09659615159034729, + 0.06823526322841644, + 0.05621685832738876, + 0.025651929900050163, + 0.029744992032647133, + 0.05791914463043213, + 0.05912292003631592, + 0.32007890939712524 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.0297976266592741 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, medium close-up, with a sharp digital look, remains static, capturing a figure at the wheel of a sleek black motorcycle. The subject, a woman with a determined expression and windswept black hair, wears a well-worn black leather jacket, its wrinkled texture and subtle sheen accentuated by the lighting. With ease, she swings her leg onto the seat, her free hand momentarily resting on the handlebars for balance. Behind her, a massive tidal power station looms, its massive concrete walls spanning the frame, appearing monolithic and imposing. The low, golden glow of the setting sun sweeps across the scene, casting long, dramatic shadows that stretch across the ground and sculpt every surface with intense contrast. This harsh light captures the grain of the leather and the rough, weathered texture of the concrete structure, creating a powerful portrait that emphasizes the stark contrast between the confident, self-assured human subject and the overwhelming industrial scale of her surroundings, all captured with crisp, high-fidelity detail.", + "seed": 24673, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_3/index_6062_seed_24673_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2146061234176159, + "vlm_logprob": -0.2146061234176159, + "vlm_yes_no_margin": 2.275, + "vlm_token_credit": -0.2146061234176159, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the framing a medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a woman with windswept black hair wearing a well-worn black leather jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman performing the action of swinging her leg onto the seat of a sleek black motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive tidal power station with concrete walls visible in the background behind the motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low golden glow from a setting sun casting long, dramatic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18642617762088776 + ], + "opposite_logprob_tokens": [ + -2.3114261627197266 + ], + "logprob_reward": -0.18642617762088776, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.18642617762088776, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24617622792720795, + 0.14381544291973114, + 0.06014294922351837, + 0.18364989757537842, + 0.0944761410355568, + 0.051235031336545944, + 0.06999406218528748, + 0.03790470212697983, + 0.03152582049369812, + 0.08107977360486984 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.18642617762088776 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the framing a medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a woman with windswept black hair wearing a well-worn black leather jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman performing the action of swinging her leg onto the seat of a sleek black motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive tidal power station with concrete walls visible in the background behind the motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low golden glow from a setting sun casting long, dramatic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020622478798031807 + ], + "opposite_logprob_tokens": [ + -3.895622491836548 + ], + "logprob_reward": -0.020622478798031807, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020622478798031807, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2291526347398758, + 0.11480879783630371, + 0.042842231690883636, + 0.09878994524478912, + 0.04080262407660484, + 0.058630283921957016, + 0.07257970422506332, + 0.09324567764997482, + 0.03406304121017456, + 0.21508508920669556 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.020622478798031807 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the framing a medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a woman with windswept black hair wearing a well-worn black leather jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman performing the action of swinging her leg onto the seat of a sleek black motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive tidal power station with concrete walls visible in the background behind the motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low golden glow from a setting sun casting long, dramatic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029813015833497047 + ], + "opposite_logprob_tokens": [ + -3.529813051223755 + ], + "logprob_reward": -0.029813015833497047, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029813015833497047, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.314949631690979, + 0.06761319190263748, + 0.04911109060049057, + 0.07948575913906097, + 0.036694806069135666, + 0.09788370132446289, + 0.0662221610546112, + 0.18240250647068024, + 0.038563866168260574, + 0.06707320362329483 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.029813015833497047 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the framing a medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a woman with windswept black hair wearing a well-worn black leather jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman performing the action of swinging her leg onto the seat of a sleek black motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive tidal power station with concrete walls visible in the background behind the motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low golden glow from a setting sun casting long, dramatic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933486461639404 + ], + "opposite_logprob_tokens": [ + -0.6933486461639404 + ], + "logprob_reward": -0.6933486461639404, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933486461639404, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.12644267082214355, + 0.07721983641386032, + 0.034113675355911255, + 0.1949337273836136, + 0.23413734138011932, + 0.06801174581050873, + 0.04321860894560814, + 0.0697474554181099, + 0.03970503807067871, + 0.11246991902589798 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.6933486461639404 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the framing a medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a woman with windswept black hair wearing a well-worn black leather jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman performing the action of swinging her leg onto the seat of a sleek black motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive tidal power station with concrete walls visible in the background behind the motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low golden glow from a setting sun casting long, dramatic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428202986717224 + ], + "opposite_logprob_tokens": [ + -2.017820358276367 + ], + "logprob_reward": -0.1428202986717224, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1428202986717224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18325096368789673, + 0.1687510758638382, + 0.09923729300498962, + 0.18065333366394043, + 0.13188238441944122, + 0.033546168357133865, + 0.042427293956279755, + 0.04700149595737457, + 0.03343908488750458, + 0.07981085777282715 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.1428202986717224 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "low-angle, medium close-up, with a sharp digital look, remains static, capturing a figure at the wheel of a sleek black motorcycle. The subject, a woman with a determined expression and windswept black hair, wears a well-worn black leather jacket, its wrinkled texture and subtle sheen accentuated by the lighting. With ease, she swings her leg onto the seat, her free hand momentarily resting on the handlebars for balance. Behind her, a massive tidal power station looms, its massive concrete walls spanning the frame, appearing monolithic and imposing. The low, golden glow of the setting sun sweeps across the scene, casting long, dramatic shadows that stretch across the ground and sculpt every surface with intense contrast. This harsh light captures the grain of the leather and the rough, weathered texture of the concrete structure, creating a powerful portrait that emphasizes the stark contrast between the confident, self-assured human subject and the overwhelming industrial scale of her surroundings, all captured with crisp, high-fidelity detail.", + "seed": 24674, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_3/index_6062_seed_24674_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.021861306577920913, + "vlm_logprob": -0.021861306577920913, + "vlm_yes_no_margin": 4.225, + "vlm_token_credit": -0.021861306577920913, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the framing a medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a woman with windswept black hair wearing a well-worn black leather jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman performing the action of swinging her leg onto the seat of a sleek black motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive tidal power station with concrete walls visible in the background behind the motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low golden glow from a setting sun casting long, dramatic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04224904626607895 + ], + "opposite_logprob_tokens": [ + -4.1672492027282715 + ], + "logprob_reward": -0.04224904626607895, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.04224904626607895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2107767015695572, + 0.0684167891740799, + 0.311666339635849, + 0.0413130447268486, + 0.02910488471388817, + 0.09049820899963379, + 0.05871942639350891, + 0.04341121017932892, + 0.027508128434419632, + 0.1185852512717247 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.04224904626607895 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the framing a medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a woman with windswept black hair wearing a well-worn black leather jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman performing the action of swinging her leg onto the seat of a sleek black motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive tidal power station with concrete walls visible in the background behind the motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low golden glow from a setting sun casting long, dramatic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008666167967021465 + ], + "opposite_logprob_tokens": [ + -4.758666038513184 + ], + "logprob_reward": -0.008666167967021465, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008666167967021465, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2941911816596985, + 0.1560067981481552, + 0.17191053926944733, + 0.0967450886964798, + 0.04085245355963707, + 0.040111202746629715, + 0.06300587207078934, + 0.04793160781264305, + 0.02997913956642151, + 0.059266142547130585 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.008666167967021465 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the framing a medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a woman with windswept black hair wearing a well-worn black leather jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman performing the action of swinging her leg onto the seat of a sleek black motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive tidal power station with concrete walls visible in the background behind the motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low golden glow from a setting sun casting long, dramatic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016071535646915436 + ], + "opposite_logprob_tokens": [ + -4.141071319580078 + ], + "logprob_reward": -0.016071535646915436, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016071535646915436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16053564846515656, + 0.07742604613304138, + 0.43087974190711975, + 0.12219221144914627, + 0.042864345014095306, + 0.030434969812631607, + 0.06362025439739227, + 0.025088055059313774, + 0.017690369859337807, + 0.02926826663315296 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.016071535646915436 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the framing a medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a woman with windswept black hair wearing a well-worn black leather jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman performing the action of swinging her leg onto the seat of a sleek black motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive tidal power station with concrete walls visible in the background behind the motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low golden glow from a setting sun casting long, dramatic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03368599712848663 + ], + "opposite_logprob_tokens": [ + -3.4086859226226807 + ], + "logprob_reward": -0.03368599712848663, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03368599712848663, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24703550338745117, + 0.10120388865470886, + 0.28185924887657166, + 0.034775834530591965, + 0.1065402403473854, + 0.056474070996046066, + 0.020632801577448845, + 0.03726458176970482, + 0.015417912974953651, + 0.09879595041275024 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.03368599712848663 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the framing a medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a woman with windswept black hair wearing a well-worn black leather jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman performing the action of swinging her leg onto the seat of a sleek black motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive tidal power station with concrete walls visible in the background behind the motorcycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low golden glow from a setting sun casting long, dramatic shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008633785881102085 + ], + "opposite_logprob_tokens": [ + -4.758633613586426 + ], + "logprob_reward": -0.008633785881102085, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008633785881102085, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3278625011444092, + 0.052673470228910446, + 0.11810138076543808, + 0.1091277003288269, + 0.03595785051584244, + 0.08586466312408447, + 0.023200996220111847, + 0.14483359456062317, + 0.040776241570711136, + 0.06160163879394531 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.008633785881102085 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_4/index_tensor([7096, 7096])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_4/index_tensor([7096, 7096])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8efb112a2765b3422f037475235cb3e9dc0c420f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_4/index_tensor([7096, 7096])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, low-angle, medium-long shot frames a young woman amidst a vast, silent, snow-covered landscape, rendered with the soft edges and luminous transparency of a vivid watercolor. Her long, dark hair, gently stirred by the crisp evening air, is adorned with a distinctive, vibrant red ribbon, its saturated color creating a striking accent against the cool palette. She is wrapped in a thick, cream-colored wool coat, its texture appearing soft and painterly. Her head is tilted fully back, gazing upward, her pose completely focused. Her facial expression is one of pure wonder, her wide, sparkling eyes reflecting the celestial scene, her lips slightly parted in silent awe. Above her, the northern lights shimmer and dance across the deep blue sky—not clear rays of light, but magnificent, bleeding emerald green, ethereal violet, and soft mauve, their colors blending seamlessly as if applied with a brush to a damp canvas. This otherworldly light casts a dynamic, colorful glow on her face and the powdery snow at her feet, creating an atmosphere of tranquil, magical contemplation.", + "seed": 3759, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_4/index_7096_seed_3759_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.20354228634387256, + "vlm_logprob": -0.20354228634387256, + "vlm_yes_no_margin": 3.35, + "vlm_token_credit": -0.20354228634387256, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, snow-covered landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered with soft edges and luminous transparency resembling a vivid watercolor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a thick, cream-colored wool coat with a soft, painterly texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the northern lights visible in the deep blue sky with bleeding emerald green, ethereal violet, and soft mauve colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, low-angle, medium-long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28217262029647827 + ], + "opposite_logprob_tokens": [ + -1.407172679901123 + ], + "logprob_reward": -0.28217262029647827, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28217262029647827, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.028977667912840843, + 0.01374884881079197, + 0.009115520864725113, + 0.8210595846176147, + 0.02829221822321415, + 0.05604469031095505, + 0.02655867487192154, + 0.007186590228229761, + 0.004451152868568897, + 0.004565059673041105 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.28217262029647827 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, snow-covered landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered with soft edges and luminous transparency resembling a vivid watercolor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a thick, cream-colored wool coat with a soft, painterly texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the northern lights visible in the deep blue sky with bleeding emerald green, ethereal violet, and soft mauve colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, low-angle, medium-long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019610952585935593 + ], + "opposite_logprob_tokens": [ + -6.2519612312316895 + ], + "logprob_reward": -0.0019610952585935593, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019610952585935593, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09552925080060959, + 0.09912027418613434, + 0.043643757700920105, + 0.3256739377975464, + 0.09124051034450531, + 0.10883773863315582, + 0.05235939845442772, + 0.03499095141887665, + 0.030158087611198425, + 0.11844614148139954 + ], + "top_frames": [ + 3, + 9, + 5 + ], + "selected_reward": -0.0019610952585935593 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, snow-covered landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered with soft edges and luminous transparency resembling a vivid watercolor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a thick, cream-colored wool coat with a soft, painterly texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the northern lights visible in the deep blue sky with bleeding emerald green, ethereal violet, and soft mauve colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, low-angle, medium-long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809179365634918 + ], + "opposite_logprob_tokens": [ + -3.2880918979644775 + ], + "logprob_reward": -0.03809179365634918, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809179365634918, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08606679737567902, + 0.10305016487836838, + 0.10795871168375015, + 0.2297816127538681, + 0.07031095027923584, + 0.09436429291963577, + 0.03047536127269268, + 0.02416102960705757, + 0.01879437267780304, + 0.2350366711616516 + ], + "top_frames": [ + 9, + 3, + 2 + ], + "selected_reward": -0.03809179365634918 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, snow-covered landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered with soft edges and luminous transparency resembling a vivid watercolor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a thick, cream-colored wool coat with a soft, painterly texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the northern lights visible in the deep blue sky with bleeding emerald green, ethereal violet, and soft mauve colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, low-angle, medium-long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002195212058722973 + ], + "opposite_logprob_tokens": [ + -6.127195358276367 + ], + "logprob_reward": -0.002195212058722973, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002195212058722973, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06079551950097084, + 0.08371681720018387, + 0.02541664056479931, + 0.5324186682701111, + 0.033298294991254807, + 0.03999672457575798, + 0.024863865226507187, + 0.03942947834730148, + 0.014231846667826176, + 0.1458320915699005 + ], + "top_frames": [ + 3, + 9, + 1 + ], + "selected_reward": -0.002195212058722973 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, snow-covered landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered with soft edges and luminous transparency resembling a vivid watercolor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a thick, cream-colored wool coat with a soft, painterly texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the northern lights visible in the deep blue sky with bleeding emerald green, ethereal violet, and soft mauve colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, low-angle, medium-long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6932907104492188 + ], + "opposite_logprob_tokens": [ + -0.6932907104492188 + ], + "logprob_reward": -0.6932907104492188, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6932907104492188, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07261678576469421, + 0.09379422664642334, + 0.03160922974348068, + 0.46915245056152344, + 0.042483922094106674, + 0.024290161207318306, + 0.01786959357559681, + 0.025933673605322838, + 0.034781113266944885, + 0.18746893107891083 + ], + "top_frames": [ + 3, + 9, + 1 + ], + "selected_reward": -0.6932907104492188 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "static, low-angle, medium-long shot frames a young woman amidst a vast, silent, snow-covered landscape, rendered with the soft edges and luminous transparency of a vivid watercolor. Her long, dark hair, gently stirred by the crisp evening air, is adorned with a distinctive, vibrant red ribbon, its saturated color creating a striking accent against the cool palette. She is wrapped in a thick, cream-colored wool coat, its texture appearing soft and painterly. Her head is tilted fully back, gazing upward, her pose completely focused. Her facial expression is one of pure wonder, her wide, sparkling eyes reflecting the celestial scene, her lips slightly parted in silent awe. Above her, the northern lights shimmer and dance across the deep blue sky—not clear rays of light, but magnificent, bleeding emerald green, ethereal violet, and soft mauve, their colors blending seamlessly as if applied with a brush to a damp canvas. This otherworldly light casts a dynamic, colorful glow on her face and the powdery snow at her feet, creating an atmosphere of tranquil, magical contemplation.", + "seed": 3760, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_4/index_7096_seed_3760_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.10561819057911634, + "vlm_logprob": -0.10561819057911634, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.10561819057911634, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, snow-covered landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered with soft edges and luminous transparency resembling a vivid watercolor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a thick, cream-colored wool coat with a soft, painterly texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the northern lights visible in the deep blue sky with bleeding emerald green, ethereal violet, and soft mauve colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, low-angle, medium-long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2817240059375763 + ], + "opposite_logprob_tokens": [ + -1.406723976135254 + ], + "logprob_reward": -0.2817240059375763, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2817240059375763, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7345196604728699, + 0.05060429871082306, + 0.05686322972178459, + 0.039801232516765594, + 0.022164808586239815, + 0.017137371003627777, + 0.019429221749305725, + 0.016251957044005394, + 0.021040482446551323, + 0.022187691181898117 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.2817240059375763 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, snow-covered landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered with soft edges and luminous transparency resembling a vivid watercolor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a thick, cream-colored wool coat with a soft, painterly texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the northern lights visible in the deep blue sky with bleeding emerald green, ethereal violet, and soft mauve colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, low-angle, medium-long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019584777764976025 + ], + "opposite_logprob_tokens": [ + -6.25195837020874 + ], + "logprob_reward": -0.0019584777764976025, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019584777764976025, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.43963971734046936, + 0.12880146503448486, + 0.10182873904705048, + 0.05412878468632698, + 0.05230124667286873, + 0.0562308244407177, + 0.04535362496972084, + 0.03743728995323181, + 0.04574625939130783, + 0.03853199630975723 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.0019584777764976025 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, snow-covered landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered with soft edges and luminous transparency resembling a vivid watercolor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a thick, cream-colored wool coat with a soft, painterly texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the northern lights visible in the deep blue sky with bleeding emerald green, ethereal violet, and soft mauve colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, low-angle, medium-long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016070714220404625 + ], + "opposite_logprob_tokens": [ + -4.14107084274292 + ], + "logprob_reward": -0.016070714220404625, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016070714220404625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7307772040367126, + 0.08048115670681, + 0.015182201750576496, + 0.019929466769099236, + 0.016345901414752007, + 0.062169283628463745, + 0.023397009819746017, + 0.01996495947241783, + 0.009082176722586155, + 0.022670647129416466 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.016070714220404625 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, snow-covered landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered with soft edges and luminous transparency resembling a vivid watercolor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a thick, cream-colored wool coat with a soft, painterly texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the northern lights visible in the deep blue sky with bleeding emerald green, ethereal violet, and soft mauve colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, low-angle, medium-long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028177103959023952 + ], + "opposite_logprob_tokens": [ + -5.877817630767822 + ], + "logprob_reward": -0.0028177103959023952, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028177103959023952, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5070900321006775, + 0.10647083073854446, + 0.07759703695774078, + 0.05422472581267357, + 0.038833439350128174, + 0.08047734946012497, + 0.026032280176877975, + 0.047698479145765305, + 0.03447878360748291, + 0.027097051963210106 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.0028177103959023952 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, snow-covered landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered with soft edges and luminous transparency resembling a vivid watercolor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a thick, cream-colored wool coat with a soft, painterly texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the northern lights visible in the deep blue sky with bleeding emerald green, ethereal violet, and soft mauve colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, low-angle, medium-long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2255200445652008 + ], + "opposite_logprob_tokens": [ + -1.6005200147628784 + ], + "logprob_reward": -0.2255200445652008, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2255200445652008, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5086173415184021, + 0.06374843418598175, + 0.057451874017715454, + 0.1085166335105896, + 0.04006928950548172, + 0.03370914235711098, + 0.05143919587135315, + 0.05530088394880295, + 0.04161809757351875, + 0.039529167115688324 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.2255200445652008 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle, medium-long shot frames a young woman amidst a vast, silent, snow-covered landscape, rendered with the soft edges and luminous transparency of a vivid watercolor. Her long, dark hair, gently stirred by the crisp evening air, is adorned with a distinctive, vibrant red ribbon, its saturated color creating a striking accent against the cool palette. She is wrapped in a thick, cream-colored wool coat, its texture appearing soft and painterly. Her head is tilted fully back, gazing upward, her pose completely focused. Her facial expression is one of pure wonder, her wide, sparkling eyes reflecting the celestial scene, her lips slightly parted in silent awe. Above her, the northern lights shimmer and dance across the deep blue sky—not clear rays of light, but magnificent, bleeding emerald green, ethereal violet, and soft mauve, their colors blending seamlessly as if applied with a brush to a damp canvas. This otherworldly light casts a dynamic, colorful glow on her face and the powdery snow at her feet, creating an atmosphere of tranquil, magical contemplation.", + "seed": 3761, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_4/index_7096_seed_3761_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.22796857710927726, + "vlm_logprob": -0.22796857710927726, + "vlm_yes_no_margin": 3.325, + "vlm_token_credit": -0.22796857710927726, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, snow-covered landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered with soft edges and luminous transparency resembling a vivid watercolor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a thick, cream-colored wool coat with a soft, painterly texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the northern lights visible in the deep blue sky with bleeding emerald green, ethereal violet, and soft mauve colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, low-angle, medium-long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28159233927726746 + ], + "opposite_logprob_tokens": [ + -1.4065923690795898 + ], + "logprob_reward": -0.28159233927726746, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28159233927726746, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.48638954758644104, + 0.05337340757250786, + 0.2324039489030838, + 0.013533965684473515, + 0.10485062003135681, + 0.04057585075497627, + 0.009271431714296341, + 0.009906511753797531, + 0.016296926885843277, + 0.03339781612157822 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.28159233927726746 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, snow-covered landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered with soft edges and luminous transparency resembling a vivid watercolor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a thick, cream-colored wool coat with a soft, painterly texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the northern lights visible in the deep blue sky with bleeding emerald green, ethereal violet, and soft mauve colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, low-angle, medium-long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00119304982945323 + ], + "opposite_logprob_tokens": [ + -6.751193046569824 + ], + "logprob_reward": -0.00119304982945323, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.00119304982945323, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7641752362251282, + 0.010388082824647427, + 0.08215738087892532, + 0.013337233103811741, + 0.03694300726056099, + 0.04198426380753517, + 0.0038928803987801075, + 0.014549623243510723, + 0.015565931797027588, + 0.017006415873765945 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.00119304982945323 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, snow-covered landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered with soft edges and luminous transparency resembling a vivid watercolor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a thick, cream-colored wool coat with a soft, painterly texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the northern lights visible in the deep blue sky with bleeding emerald green, ethereal violet, and soft mauve colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, low-angle, medium-long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634073793888092 + ], + "opposite_logprob_tokens": [ + -3.6513407230377197 + ], + "logprob_reward": -0.02634073793888092, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634073793888092, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3129459023475647, + 0.04090523719787598, + 0.39842018485069275, + 0.006492992863059044, + 0.015837635844945908, + 0.1817629337310791, + 0.009079261682927608, + 0.008215932175517082, + 0.00935994554311037, + 0.01697995327413082 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.02634073793888092 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, snow-covered landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered with soft edges and luminous transparency resembling a vivid watercolor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a thick, cream-colored wool coat with a soft, painterly texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the northern lights visible in the deep blue sky with bleeding emerald green, ethereal violet, and soft mauve colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, low-angle, medium-long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004635184537619352 + ], + "opposite_logprob_tokens": [ + -5.379635334014893 + ], + "logprob_reward": -0.004635184537619352, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004635184537619352, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5167324542999268, + 0.029657209292054176, + 0.3165574073791504, + 0.0186928678303957, + 0.041401706635951996, + 0.010441416874527931, + 0.009013851173222065, + 0.02302112616598606, + 0.014169869013130665, + 0.020312070846557617 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.004635184537619352 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, snow-covered landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered with soft edges and luminous transparency resembling a vivid watercolor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a thick, cream-colored wool coat with a soft, painterly texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the northern lights visible in the deep blue sky with bleeding emerald green, ethereal violet, and soft mauve colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, low-angle, medium-long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8260815739631653 + ], + "opposite_logprob_tokens": [ + -0.5760815739631653 + ], + "logprob_reward": -0.8260815739631653, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8260815739631653, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.36465615034103394, + 0.04919279366731644, + 0.3009083569049835, + 0.030479582026600838, + 0.08224980533123016, + 0.025921626016497612, + 0.02261577546596527, + 0.03678736463189125, + 0.04414908215403557, + 0.0430394746363163 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.8260815739631653 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "static, low-angle, medium-long shot frames a young woman amidst a vast, silent, snow-covered landscape, rendered with the soft edges and luminous transparency of a vivid watercolor. Her long, dark hair, gently stirred by the crisp evening air, is adorned with a distinctive, vibrant red ribbon, its saturated color creating a striking accent against the cool palette. She is wrapped in a thick, cream-colored wool coat, its texture appearing soft and painterly. Her head is tilted fully back, gazing upward, her pose completely focused. Her facial expression is one of pure wonder, her wide, sparkling eyes reflecting the celestial scene, her lips slightly parted in silent awe. Above her, the northern lights shimmer and dance across the deep blue sky—not clear rays of light, but magnificent, bleeding emerald green, ethereal violet, and soft mauve, their colors blending seamlessly as if applied with a brush to a damp canvas. This otherworldly light casts a dynamic, colorful glow on her face and the powdery snow at her feet, creating an atmosphere of tranquil, magical contemplation.", + "seed": 3762, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_4/index_7096_seed_3762_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04325741305947304, + "vlm_logprob": -0.04325741305947304, + "vlm_yes_no_margin": 4.100000023841858, + "vlm_token_credit": -0.04325741305947304, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, snow-covered landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered with soft edges and luminous transparency resembling a vivid watercolor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a thick, cream-colored wool coat with a soft, painterly texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the northern lights visible in the deep blue sky with bleeding emerald green, ethereal violet, and soft mauve colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, low-angle, medium-long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038413967937231064 + ], + "opposite_logprob_tokens": [ + -3.2884140014648438 + ], + "logprob_reward": -0.038413967937231064, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038413967937231064, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1115918830037117, + 0.05080283433198929, + 0.08433099836111069, + 0.024597136303782463, + 0.16088539361953735, + 0.027038967236876488, + 0.09010016918182373, + 0.15234676003456116, + 0.07029778510332108, + 0.22800809144973755 + ], + "top_frames": [ + 9, + 4, + 7 + ], + "selected_reward": -0.038413967937231064 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, snow-covered landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered with soft edges and luminous transparency resembling a vivid watercolor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a thick, cream-colored wool coat with a soft, painterly texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the northern lights visible in the deep blue sky with bleeding emerald green, ethereal violet, and soft mauve colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, low-angle, medium-long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002500266768038273 + ], + "opposite_logprob_tokens": [ + -6.002500057220459 + ], + "logprob_reward": -0.002500266768038273, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002500266768038273, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17074471712112427, + 0.06487082690000534, + 0.16028358042240143, + 0.09315918385982513, + 0.10300040245056152, + 0.05228038877248764, + 0.0992848351597786, + 0.15790653228759766, + 0.034186773002147675, + 0.06428278237581253 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.002500266768038273 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, snow-covered landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered with soft edges and luminous transparency resembling a vivid watercolor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a thick, cream-colored wool coat with a soft, painterly texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the northern lights visible in the deep blue sky with bleeding emerald green, ethereal violet, and soft mauve colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, low-angle, medium-long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02979658544063568 + ], + "opposite_logprob_tokens": [ + -3.529796600341797 + ], + "logprob_reward": -0.02979658544063568, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02979658544063568, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1726079285144806, + 0.05261444300413132, + 0.11626873165369034, + 0.13953271508216858, + 0.09812996536493301, + 0.08901885896921158, + 0.12245750427246094, + 0.07497059553861618, + 0.033967938274145126, + 0.10043136775493622 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.02979658544063568 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, snow-covered landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered with soft edges and luminous transparency resembling a vivid watercolor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a thick, cream-colored wool coat with a soft, painterly texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the northern lights visible in the deep blue sky with bleeding emerald green, ethereal violet, and soft mauve colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, low-angle, medium-long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002817234955728054 + ], + "opposite_logprob_tokens": [ + -5.877817153930664 + ], + "logprob_reward": -0.002817234955728054, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002817234955728054, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15357524156570435, + 0.09124878793954849, + 0.08591800928115845, + 0.07156561315059662, + 0.09896975010633469, + 0.06278803944587708, + 0.07339297235012054, + 0.15160664916038513, + 0.03833221644163132, + 0.17260266840457916 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.002817234955728054 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, snow-covered landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered with soft edges and luminous transparency resembling a vivid watercolor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a thick, cream-colored wool coat with a soft, painterly texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the northern lights visible in the deep blue sky with bleeding emerald green, ethereal violet, and soft mauve colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, low-angle, medium-long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14275901019573212 + ], + "opposite_logprob_tokens": [ + -2.017759084701538 + ], + "logprob_reward": -0.14275901019573212, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14275901019573212, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22058212757110596, + 0.040674760937690735, + 0.12941910326480865, + 0.0471479594707489, + 0.16621990501880646, + 0.09595295786857605, + 0.05415286496281624, + 0.09412549436092377, + 0.04730197787284851, + 0.10442286729812622 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.14275901019573212 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_5/index_tensor([599, 599])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_5/index_tensor([599, 599])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d1ed076715729ef3c7487af642ffde1c54cf05de --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_5/index_tensor([599, 599])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Shot in a surreal documentary style, the drone footage begins by gliding low over a sun-drenched expanse of ocean, its azure waters shimmering with countless diamond-like reflections beneath a brilliant, cloudless sky. The camera smoothly pans and rises, revealing a futuristic research vessel effortlessly traversing the gentle waves, leaving behind a clean, white wake. The vessel's trimaran hull, constructed of a sleek pearlescent white composite material, gleams in the high-angle sunlight. Its deck is a marvel of functional design, featuring integrated deep blue solar panels, multiple sensor domes, and a central communications array, all arranged with aerodynamic precision. As the camera continues to sweep around the vessel, complex luminous holographic overlays materialize in the air around it, projected along the hull from nearly invisible emitters. These translucent projections, emitting cool cyan and soft green light, visualize real-time environmental data: elegantly swirling lines and arrows depict the ever-changing wind patterns above the water, while color-graded streams flowing along the hull chart the complex ocean currents below. The data updates dynamically, creating a living, breathing information bubble around the ship, establishing an atmosphere of serene, advanced scientific exploration, captured with the crisp, objective clarity of a high-definition documentary, making the futuristic scenes feel tangibly real and awe-inspiring.", + "seed": 167, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_5/index_599_seed_167_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.006151761626824737, + "vlm_logprob": -0.006151761626824737, + "vlm_yes_no_margin": 5.2, + "vlm_token_credit": -0.006151761626824737, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic research vessel with a trimaran hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vessel's hull made of a sleek pearlescent white composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are deep blue solar panels, sensor domes, and a central communications array visible on the deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent holographic overlays with cyan and green light visualize wind patterns and ocean currents around the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly pan and rise while gliding over the sun-drenched ocean?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008663095533847809 + ], + "opposite_logprob_tokens": [ + -4.883663177490234 + ], + "logprob_reward": -0.008663095533847809, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.008663095533847809, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23573589324951172, + 0.07972251623868942, + 0.07165150344371796, + 0.12385260313749313, + 0.04725246876478195, + 0.052874501794576645, + 0.07230780273675919, + 0.14659534394741058, + 0.06997015327215195, + 0.10003726184368134 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.008663095533847809 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic research vessel with a trimaran hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vessel's hull made of a sleek pearlescent white composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are deep blue solar panels, sensor domes, and a central communications array visible on the deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent holographic overlays with cyan and green light visualize wind patterns and ocean currents around the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly pan and rise while gliding over the sun-drenched ocean?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005256047938019037 + ], + "opposite_logprob_tokens": [ + -5.255256175994873 + ], + "logprob_reward": -0.005256047938019037, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005256047938019037, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07194288074970245, + 0.06440047919750214, + 0.12449377030134201, + 0.058728039264678955, + 0.036393310874700546, + 0.0281728133559227, + 0.04323728010058403, + 0.4790786802768707, + 0.04360131174325943, + 0.049951422959566116 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.005256047938019037 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic research vessel with a trimaran hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vessel's hull made of a sleek pearlescent white composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are deep blue solar panels, sensor domes, and a central communications array visible on the deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent holographic overlays with cyan and green light visualize wind patterns and ocean currents around the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly pan and rise while gliding over the sun-drenched ocean?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024882566649466753 + ], + "opposite_logprob_tokens": [ + -6.002488136291504 + ], + "logprob_reward": -0.0024882566649466753, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024882566649466753, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1387753188610077, + 0.06187539920210838, + 0.15315477550029755, + 0.08681941777467728, + 0.025954093784093857, + 0.02976590022444725, + 0.04277871921658516, + 0.3776843845844269, + 0.03668170049786568, + 0.04651029035449028 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.0024882566649466753 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic research vessel with a trimaran hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vessel's hull made of a sleek pearlescent white composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are deep blue solar panels, sensor domes, and a central communications array visible on the deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent holographic overlays with cyan and green light visualize wind patterns and ocean currents around the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly pan and rise while gliding over the sun-drenched ocean?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076235076412558556 + ], + "opposite_logprob_tokens": [ + -4.882623672485352 + ], + "logprob_reward": -0.0076235076412558556, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076235076412558556, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04668879508972168, + 0.02038457617163658, + 0.021962765604257584, + 0.03439280763268471, + 0.02524801343679428, + 0.02973206900060177, + 0.07676143199205399, + 0.6431488990783691, + 0.021097296848893166, + 0.08058331161737442 + ], + "top_frames": [ + 7, + 9, + 6 + ], + "selected_reward": -0.0076235076412558556 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic research vessel with a trimaran hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vessel's hull made of a sleek pearlescent white composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are deep blue solar panels, sensor domes, and a central communications array visible on the deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent holographic overlays with cyan and green light visualize wind patterns and ocean currents around the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly pan and rise while gliding over the sun-drenched ocean?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006727900356054306 + ], + "opposite_logprob_tokens": [ + -5.006727695465088 + ], + "logprob_reward": -0.006727900356054306, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006727900356054306, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09880030155181885, + 0.07081957161426544, + 0.06244535371661186, + 0.18767279386520386, + 0.09927922487258911, + 0.1343889683485031, + 0.062472399324178696, + 0.16029222309589386, + 0.040137071162462234, + 0.0836920514702797 + ], + "top_frames": [ + 3, + 7, + 5 + ], + "selected_reward": -0.006727900356054306 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot in a surreal documentary style, the drone footage begins by gliding low over a sun-drenched expanse of ocean, its azure waters shimmering with countless diamond-like reflections beneath a brilliant, cloudless sky. The camera smoothly pans and rises, revealing a futuristic research vessel effortlessly traversing the gentle waves, leaving behind a clean, white wake. The vessel's trimaran hull, constructed of a sleek pearlescent white composite material, gleams in the high-angle sunlight. Its deck is a marvel of functional design, featuring integrated deep blue solar panels, multiple sensor domes, and a central communications array, all arranged with aerodynamic precision. As the camera continues to sweep around the vessel, complex luminous holographic overlays materialize in the air around it, projected along the hull from nearly invisible emitters. These translucent projections, emitting cool cyan and soft green light, visualize real-time environmental data: elegantly swirling lines and arrows depict the ever-changing wind patterns above the water, while color-graded streams flowing along the hull chart the complex ocean currents below. The data updates dynamically, creating a living, breathing information bubble around the ship, establishing an atmosphere of serene, advanced scientific exploration, captured with the crisp, objective clarity of a high-definition documentary, making the futuristic scenes feel tangibly real and awe-inspiring.", + "seed": 168, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_5/index_599_seed_168_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.024947474524378777, + "vlm_logprob": -0.024947474524378777, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.024947474524378777, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic research vessel with a trimaran hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vessel's hull made of a sleek pearlescent white composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are deep blue solar panels, sensor domes, and a central communications array visible on the deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent holographic overlays with cyan and green light visualize wind patterns and ocean currents around the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly pan and rise while gliding over the sun-drenched ocean?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.057696036994457245 + ], + "opposite_logprob_tokens": [ + -2.9326961040496826 + ], + "logprob_reward": -0.057696036994457245, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.057696036994457245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17361223697662354, + 0.0924185961484909, + 0.06645037233829498, + 0.09065741300582886, + 0.17478828132152557, + 0.10639282315969467, + 0.10246569663286209, + 0.06853416562080383, + 0.05528755858540535, + 0.06939287483692169 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.057696036994457245 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic research vessel with a trimaran hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vessel's hull made of a sleek pearlescent white composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are deep blue solar panels, sensor domes, and a central communications array visible on the deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent holographic overlays with cyan and green light visualize wind patterns and ocean currents around the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly pan and rise while gliding over the sun-drenched ocean?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007638768292963505 + ], + "opposite_logprob_tokens": [ + -4.882638931274414 + ], + "logprob_reward": -0.007638768292963505, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007638768292963505, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14692632853984833, + 0.1864369958639145, + 0.04629673436284065, + 0.06806833297014236, + 0.1886487454175949, + 0.055493030697107315, + 0.057708755135536194, + 0.17049755156040192, + 0.03183208405971527, + 0.04809140786528587 + ], + "top_frames": [ + 4, + 1, + 7 + ], + "selected_reward": -0.007638768292963505 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic research vessel with a trimaran hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vessel's hull made of a sleek pearlescent white composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are deep blue solar panels, sensor domes, and a central communications array visible on the deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent holographic overlays with cyan and green light visualize wind patterns and ocean currents around the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly pan and rise while gliding over the sun-drenched ocean?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009784241206943989 + ], + "opposite_logprob_tokens": [ + -4.63478422164917 + ], + "logprob_reward": -0.009784241206943989, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009784241206943989, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09835086762905121, + 0.08808698505163193, + 0.06437836587429047, + 0.06263213604688644, + 0.11137792468070984, + 0.13843660056591034, + 0.08276426047086716, + 0.16883520781993866, + 0.08578944206237793, + 0.09934815764427185 + ], + "top_frames": [ + 7, + 5, + 4 + ], + "selected_reward": -0.009784241206943989 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic research vessel with a trimaran hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vessel's hull made of a sleek pearlescent white composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are deep blue solar panels, sensor domes, and a central communications array visible on the deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent holographic overlays with cyan and green light visualize wind patterns and ocean currents around the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly pan and rise while gliding over the sun-drenched ocean?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0263423640280962 + ], + "opposite_logprob_tokens": [ + -3.6513423919677734 + ], + "logprob_reward": -0.0263423640280962, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.0263423640280962, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09824658185243607, + 0.06981503963470459, + 0.048546984791755676, + 0.06433634459972382, + 0.06694591045379639, + 0.10654602944850922, + 0.09972779452800751, + 0.15356707572937012, + 0.051993925124406815, + 0.2402743548154831 + ], + "top_frames": [ + 9, + 7, + 5 + ], + "selected_reward": -0.0263423640280962 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic research vessel with a trimaran hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vessel's hull made of a sleek pearlescent white composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are deep blue solar panels, sensor domes, and a central communications array visible on the deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent holographic overlays with cyan and green light visualize wind patterns and ocean currents around the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly pan and rise while gliding over the sun-drenched ocean?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023275962099432945 + ], + "opposite_logprob_tokens": [ + -3.773275852203369 + ], + "logprob_reward": -0.023275962099432945, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023275962099432945, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08370815962553024, + 0.09735077619552612, + 0.12985385954380035, + 0.050615403801202774, + 0.07248944789171219, + 0.1626637578010559, + 0.0907270535826683, + 0.10548313707113266, + 0.10039281100034714, + 0.10671564936637878 + ], + "top_frames": [ + 5, + 2, + 9 + ], + "selected_reward": -0.023275962099432945 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot in a surreal documentary style, the drone footage begins by gliding low over a sun-drenched expanse of ocean, its azure waters shimmering with countless diamond-like reflections beneath a brilliant, cloudless sky. The camera smoothly pans and rises, revealing a futuristic research vessel effortlessly traversing the gentle waves, leaving behind a clean, white wake. The vessel's trimaran hull, constructed of a sleek pearlescent white composite material, gleams in the high-angle sunlight. Its deck is a marvel of functional design, featuring integrated deep blue solar panels, multiple sensor domes, and a central communications array, all arranged with aerodynamic precision. As the camera continues to sweep around the vessel, complex luminous holographic overlays materialize in the air around it, projected along the hull from nearly invisible emitters. These translucent projections, emitting cool cyan and soft green light, visualize real-time environmental data: elegantly swirling lines and arrows depict the ever-changing wind patterns above the water, while color-graded streams flowing along the hull chart the complex ocean currents below. The data updates dynamically, creating a living, breathing information bubble around the ship, establishing an atmosphere of serene, advanced scientific exploration, captured with the crisp, objective clarity of a high-definition documentary, making the futuristic scenes feel tangibly real and awe-inspiring.", + "seed": 169, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_5/index_599_seed_169_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.020408032182604074, + "vlm_logprob": -0.020408032182604074, + "vlm_yes_no_margin": 4.3, + "vlm_token_credit": -0.020408032182604074, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic research vessel with a trimaran hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vessel's hull made of a sleek pearlescent white composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are deep blue solar panels, sensor domes, and a central communications array visible on the deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent holographic overlays with cyan and green light visualize wind patterns and ocean currents around the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly pan and rise while gliding over the sun-drenched ocean?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06348100304603577 + ], + "opposite_logprob_tokens": [ + -2.813481092453003 + ], + "logprob_reward": -0.06348100304603577, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06348100304603577, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17504477500915527, + 0.0632929801940918, + 0.09326748549938202, + 0.08581659942865372, + 0.051399603486061096, + 0.02888677269220352, + 0.06852314621210098, + 0.12435903400182724, + 0.226832315325737, + 0.08257722109556198 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.06348100304603577 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic research vessel with a trimaran hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vessel's hull made of a sleek pearlescent white composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are deep blue solar panels, sensor domes, and a central communications array visible on the deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent holographic overlays with cyan and green light visualize wind patterns and ocean currents around the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly pan and rise while gliding over the sun-drenched ocean?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00595545070245862 + ], + "opposite_logprob_tokens": [ + -5.130955219268799 + ], + "logprob_reward": -0.00595545070245862, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00595545070245862, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2927978038787842, + 0.07578737288713455, + 0.07458717375993729, + 0.06152266263961792, + 0.10224754363298416, + 0.04893460124731064, + 0.028243888169527054, + 0.1363535374403, + 0.10906758159399033, + 0.07045791298151016 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.00595545070245862 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic research vessel with a trimaran hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vessel's hull made of a sleek pearlescent white composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are deep blue solar panels, sensor domes, and a central communications array visible on the deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent holographic overlays with cyan and green light visualize wind patterns and ocean currents around the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly pan and rise while gliding over the sun-drenched ocean?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008640876971185207 + ], + "opposite_logprob_tokens": [ + -4.758640766143799 + ], + "logprob_reward": -0.008640876971185207, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008640876971185207, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3193729817867279, + 0.06538714468479156, + 0.05177152529358864, + 0.058736350387334824, + 0.045877642929553986, + 0.032575078308582306, + 0.04410264641046524, + 0.149008646607399, + 0.14328180253505707, + 0.08988625556230545 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.008640876971185207 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic research vessel with a trimaran hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vessel's hull made of a sleek pearlescent white composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are deep blue solar panels, sensor domes, and a central communications array visible on the deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent holographic overlays with cyan and green light visualize wind patterns and ocean currents around the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly pan and rise while gliding over the sun-drenched ocean?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009779518470168114 + ], + "opposite_logprob_tokens": [ + -4.634779453277588 + ], + "logprob_reward": -0.009779518470168114, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009779518470168114, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.44430574774742126, + 0.08514704555273056, + 0.025463063269853592, + 0.020477265119552612, + 0.09157843142747879, + 0.02746162749826908, + 0.013559452258050442, + 0.19400379061698914, + 0.04449966922402382, + 0.053503893315792084 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.009779518470168114 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic research vessel with a trimaran hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vessel's hull made of a sleek pearlescent white composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are deep blue solar panels, sensor domes, and a central communications array visible on the deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent holographic overlays with cyan and green light visualize wind patterns and ocean currents around the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly pan and rise while gliding over the sun-drenched ocean?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014183311723172665 + ], + "opposite_logprob_tokens": [ + -4.264183521270752 + ], + "logprob_reward": -0.014183311723172665, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014183311723172665, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11417973041534424, + 0.1214304193854332, + 0.04583431035280228, + 0.043081432580947876, + 0.2286195456981659, + 0.07644625008106232, + 0.06623169779777527, + 0.18491607904434204, + 0.06740999966859818, + 0.051850564777851105 + ], + "top_frames": [ + 4, + 7, + 1 + ], + "selected_reward": -0.014183311723172665 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot in a surreal documentary style, the drone footage begins by gliding low over a sun-drenched expanse of ocean, its azure waters shimmering with countless diamond-like reflections beneath a brilliant, cloudless sky. The camera smoothly pans and rises, revealing a futuristic research vessel effortlessly traversing the gentle waves, leaving behind a clean, white wake. The vessel's trimaran hull, constructed of a sleek pearlescent white composite material, gleams in the high-angle sunlight. Its deck is a marvel of functional design, featuring integrated deep blue solar panels, multiple sensor domes, and a central communications array, all arranged with aerodynamic precision. As the camera continues to sweep around the vessel, complex luminous holographic overlays materialize in the air around it, projected along the hull from nearly invisible emitters. These translucent projections, emitting cool cyan and soft green light, visualize real-time environmental data: elegantly swirling lines and arrows depict the ever-changing wind patterns above the water, while color-graded streams flowing along the hull chart the complex ocean currents below. The data updates dynamically, creating a living, breathing information bubble around the ship, establishing an atmosphere of serene, advanced scientific exploration, captured with the crisp, objective clarity of a high-definition documentary, making the futuristic scenes feel tangibly real and awe-inspiring.", + "seed": 170, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_5/index_599_seed_170_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02879317831248045, + "vlm_logprob": -0.02879317831248045, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.02879317831248045, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic research vessel with a trimaran hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vessel's hull made of a sleek pearlescent white composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are deep blue solar panels, sensor domes, and a central communications array visible on the deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent holographic overlays with cyan and green light visualize wind patterns and ocean currents around the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly pan and rise while gliding over the sun-drenched ocean?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06552357971668243 + ], + "opposite_logprob_tokens": [ + -2.815523624420166 + ], + "logprob_reward": -0.06552357971668243, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06552357971668243, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0941489115357399, + 0.055667694658041, + 0.04638036713004112, + 0.029860900714993477, + 0.03896435722708702, + 0.0254098828881979, + 0.04202770069241524, + 0.1915867030620575, + 0.06362517178058624, + 0.41232830286026 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.06552357971668243 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic research vessel with a trimaran hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vessel's hull made of a sleek pearlescent white composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are deep blue solar panels, sensor domes, and a central communications array visible on the deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent holographic overlays with cyan and green light visualize wind patterns and ocean currents around the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly pan and rise while gliding over the sun-drenched ocean?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01108712051063776 + ], + "opposite_logprob_tokens": [ + -4.511086940765381 + ], + "logprob_reward": -0.01108712051063776, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01108712051063776, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16252276301383972, + 0.06038546562194824, + 0.08287433534860611, + 0.08498217165470123, + 0.057634469121694565, + 0.04038114845752716, + 0.05960559844970703, + 0.2882264256477356, + 0.06762088090181351, + 0.09576664119958878 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.01108712051063776 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic research vessel with a trimaran hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vessel's hull made of a sleek pearlescent white composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are deep blue solar panels, sensor domes, and a central communications array visible on the deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent holographic overlays with cyan and green light visualize wind patterns and ocean currents around the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly pan and rise while gliding over the sun-drenched ocean?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011081226170063019 + ], + "opposite_logprob_tokens": [ + -4.511081218719482 + ], + "logprob_reward": -0.011081226170063019, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011081226170063019, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14067688584327698, + 0.05084617808461189, + 0.1259303241968155, + 0.06502776592969894, + 0.0581200048327446, + 0.04147118330001831, + 0.09813563525676727, + 0.237510085105896, + 0.07631411403417587, + 0.10596778988838196 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.011081226170063019 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic research vessel with a trimaran hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vessel's hull made of a sleek pearlescent white composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are deep blue solar panels, sensor domes, and a central communications array visible on the deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent holographic overlays with cyan and green light visualize wind patterns and ocean currents around the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly pan and rise while gliding over the sun-drenched ocean?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818905957043171 + ], + "opposite_logprob_tokens": [ + -4.018188953399658 + ], + "logprob_reward": -0.01818905957043171, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818905957043171, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08863692730665207, + 0.04786141961812973, + 0.1191432923078537, + 0.07648533582687378, + 0.056332651525735855, + 0.03379944711923599, + 0.1285514235496521, + 0.3075405955314636, + 0.05739889293909073, + 0.08424998819828033 + ], + "top_frames": [ + 7, + 6, + 2 + ], + "selected_reward": -0.01818905957043171 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic research vessel with a trimaran hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vessel's hull made of a sleek pearlescent white composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are deep blue solar panels, sensor domes, and a central communications array visible on the deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent holographic overlays with cyan and green light visualize wind patterns and ocean currents around the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly pan and rise while gliding over the sun-drenched ocean?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038084905594587326 + ], + "opposite_logprob_tokens": [ + -3.2880849838256836 + ], + "logprob_reward": -0.038084905594587326, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038084905594587326, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12581142783164978, + 0.07502223551273346, + 0.12967246770858765, + 0.07074713706970215, + 0.04483679682016373, + 0.05110838636755943, + 0.19865350425243378, + 0.1596347540616989, + 0.05335897579789162, + 0.0911543145775795 + ], + "top_frames": [ + 6, + 7, + 2 + ], + "selected_reward": -0.038084905594587326 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_6/index_tensor([7173, 7173])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_6/index_tensor([7173, 7173])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..967b760b3634f16c89c21989695edb65130e846c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_6/index_tensor([7173, 7173])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium-long shot, shot from a slightly upward angle, the camera swaying precariously with the ship's violent pitching, captures an ancient wooden expedition vessel battling mountainous waves. The hull is constructed of weathered, dark wood, its surface covered in dark water stains and salt crystals. Thick, damp ropes lie scattered on the deck. In a night sky thick with dark clouds and thunder, occasional flashes of pale lightning provide the sole source of light, momentarily illuminating the inky black sea roiling with white foam. An explorer, clad in a heavy windbreaker thoroughly soaked by rain and sea spray, his dark, wet hair disheveled by the wind plastered to his cold-white forehead, clings desperately to a swaying railing, his face stern but unconcealed with fear as he tries to steady himself on the mirror-slick, rain-soaked deck. Suddenly, a huge wave hit the boat violently. His fingers that were holding the railing lost their strength due to the wetness and slipperiness. His feet slipped suddenly and his body lost balance instantly. He waved his arms in vain in the air and then fell backward helplessly. He went over the side of the boat and was finally swallowed up by the inky black waves below that were roaring and rolling with white foam. The whole picture was full of despair, chaos and epic tragedy.", + "seed": 22518, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_6/index_7173_seed_22518_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.045851022750139234, + "vlm_logprob": -0.045851022750139234, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.045851022750139234, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night with a sky thick with dark clouds and occasional flashes of pale lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an ancient wooden expedition vessel visible battling mountainous waves in an inky black sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an explorer visible wearing a heavy, rain-soaked windbreaker with wet hair plastered to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the explorer slip from the railing, fall backward, and go over the side of the boat into the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium-long shot from a slightly upward angle with a camera swaying precariously?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16210587322711945 + ], + "opposite_logprob_tokens": [ + -1.912105917930603 + ], + "logprob_reward": -0.16210587322711945, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16210587322711945, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10306595265865326, + 0.045626599341630936, + 0.28430524468421936, + 0.064628966152668, + 0.021857500076293945, + 0.12875966727733612, + 0.15736247599124908, + 0.1258390098810196, + 0.029223894700407982, + 0.039330706000328064 + ], + "top_frames": [ + 2, + 6, + 5 + ], + "selected_reward": -0.16210587322711945 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night with a sky thick with dark clouds and occasional flashes of pale lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an ancient wooden expedition vessel visible battling mountainous waves in an inky black sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an explorer visible wearing a heavy, rain-soaked windbreaker with wet hair plastered to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the explorer slip from the railing, fall backward, and go over the side of the boat into the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium-long shot from a slightly upward angle with a camera swaying precariously?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009814814664423466 + ], + "opposite_logprob_tokens": [ + -4.634814739227295 + ], + "logprob_reward": -0.009814814664423466, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009814814664423466, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07399893552064896, + 0.033758118748664856, + 0.21710993349552155, + 0.06378195434808731, + 0.030045771971344948, + 0.13459667563438416, + 0.073580302298069, + 0.1886116862297058, + 0.07708945125341415, + 0.10742711275815964 + ], + "top_frames": [ + 2, + 7, + 5 + ], + "selected_reward": -0.009814814664423466 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night with a sky thick with dark clouds and occasional flashes of pale lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an ancient wooden expedition vessel visible battling mountainous waves in an inky black sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an explorer visible wearing a heavy, rain-soaked windbreaker with wet hair plastered to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the explorer slip from the railing, fall backward, and go over the side of the boat into the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium-long shot from a slightly upward angle with a camera swaying precariously?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012549362145364285 + ], + "opposite_logprob_tokens": [ + -4.38754940032959 + ], + "logprob_reward": -0.012549362145364285, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012549362145364285, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09050904959440231, + 0.03643825277686119, + 0.11984989047050476, + 0.08691643923521042, + 0.17445701360702515, + 0.11231472343206406, + 0.05751979351043701, + 0.1933177262544632, + 0.029203804209828377, + 0.09947329759597778 + ], + "top_frames": [ + 7, + 4, + 2 + ], + "selected_reward": -0.012549362145364285 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night with a sky thick with dark clouds and occasional flashes of pale lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an ancient wooden expedition vessel visible battling mountainous waves in an inky black sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an explorer visible wearing a heavy, rain-soaked windbreaker with wet hair plastered to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the explorer slip from the railing, fall backward, and go over the side of the boat into the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium-long shot from a slightly upward angle with a camera swaying precariously?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371020406484604 + ], + "opposite_logprob_tokens": [ + -3.408710241317749 + ], + "logprob_reward": -0.03371020406484604, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371020406484604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05208703130483627, + 0.07290380448102951, + 0.1181294396519661, + 0.07772530615329742, + 0.09891758859157562, + 0.10798142105340958, + 0.17291942238807678, + 0.12312914431095123, + 0.0562874898314476, + 0.11991935223340988 + ], + "top_frames": [ + 6, + 7, + 9 + ], + "selected_reward": -0.03371020406484604 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night with a sky thick with dark clouds and occasional flashes of pale lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an ancient wooden expedition vessel visible battling mountainous waves in an inky black sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an explorer visible wearing a heavy, rain-soaked windbreaker with wet hair plastered to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the explorer slip from the railing, fall backward, and go over the side of the boat into the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium-long shot from a slightly upward angle with a camera swaying precariously?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011074859648942947 + ], + "opposite_logprob_tokens": [ + -4.511075019836426 + ], + "logprob_reward": -0.011074859648942947, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011074859648942947, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09278138726949692, + 0.04241502657532692, + 0.08478958904743195, + 0.043679967522621155, + 0.045348092913627625, + 0.0688379555940628, + 0.0758371576666832, + 0.476832777261734, + 0.026480374857783318, + 0.04299767687916756 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.011074859648942947 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium-long shot, shot from a slightly upward angle, the camera swaying precariously with the ship's violent pitching, captures an ancient wooden expedition vessel battling mountainous waves. The hull is constructed of weathered, dark wood, its surface covered in dark water stains and salt crystals. Thick, damp ropes lie scattered on the deck. In a night sky thick with dark clouds and thunder, occasional flashes of pale lightning provide the sole source of light, momentarily illuminating the inky black sea roiling with white foam. An explorer, clad in a heavy windbreaker thoroughly soaked by rain and sea spray, his dark, wet hair disheveled by the wind plastered to his cold-white forehead, clings desperately to a swaying railing, his face stern but unconcealed with fear as he tries to steady himself on the mirror-slick, rain-soaked deck. Suddenly, a huge wave hit the boat violently. His fingers that were holding the railing lost their strength due to the wetness and slipperiness. His feet slipped suddenly and his body lost balance instantly. He waved his arms in vain in the air and then fell backward helplessly. He went over the side of the boat and was finally swallowed up by the inky black waves below that were roaring and rolling with white foam. The whole picture was full of despair, chaos and epic tragedy.", + "seed": 22519, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_6/index_7173_seed_22519_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.01143255941569805, + "vlm_logprob": -0.01143255941569805, + "vlm_yes_no_margin": 4.575, + "vlm_token_credit": -0.01143255941569805, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night with a sky thick with dark clouds and occasional flashes of pale lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an ancient wooden expedition vessel visible battling mountainous waves in an inky black sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an explorer visible wearing a heavy, rain-soaked windbreaker with wet hair plastered to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the explorer slip from the railing, fall backward, and go over the side of the boat into the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium-long shot from a slightly upward angle with a camera swaying precariously?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016398068517446518 + ], + "opposite_logprob_tokens": [ + -4.266397953033447 + ], + "logprob_reward": -0.016398068517446518, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.016398068517446518, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11463279277086258, + 0.07705401629209518, + 0.0378669910132885, + 0.09672331064939499, + 0.17253853380680084, + 0.06802225857973099, + 0.10660818964242935, + 0.09676553308963776, + 0.08715269714593887, + 0.14263565838336945 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.016398068517446518 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night with a sky thick with dark clouds and occasional flashes of pale lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an ancient wooden expedition vessel visible battling mountainous waves in an inky black sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an explorer visible wearing a heavy, rain-soaked windbreaker with wet hair plastered to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the explorer slip from the railing, fall backward, and go over the side of the boat into the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium-long shot from a slightly upward angle with a camera swaying precariously?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007659234572201967 + ], + "opposite_logprob_tokens": [ + -4.882659435272217 + ], + "logprob_reward": -0.007659234572201967, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007659234572201967, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1614326387643814, + 0.1215687170624733, + 0.037582237273454666, + 0.1128649115562439, + 0.09596345573663712, + 0.10483205318450928, + 0.04117843508720398, + 0.05393921956419945, + 0.15754088759422302, + 0.11309746652841568 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.007659234572201967 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night with a sky thick with dark clouds and occasional flashes of pale lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an ancient wooden expedition vessel visible battling mountainous waves in an inky black sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an explorer visible wearing a heavy, rain-soaked windbreaker with wet hair plastered to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the explorer slip from the railing, fall backward, and go over the side of the boat into the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium-long shot from a slightly upward angle with a camera swaying precariously?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059562805108726025 + ], + "opposite_logprob_tokens": [ + -5.130956172943115 + ], + "logprob_reward": -0.0059562805108726025, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059562805108726025, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13708896934986115, + 0.16511967778205872, + 0.1657097041606903, + 0.0741158202290535, + 0.07749474793672562, + 0.058755725622177124, + 0.07227493077516556, + 0.07185757905244827, + 0.11204167455434799, + 0.06554116308689117 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.0059562805108726025 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night with a sky thick with dark clouds and occasional flashes of pale lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an ancient wooden expedition vessel visible battling mountainous waves in an inky black sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an explorer visible wearing a heavy, rain-soaked windbreaker with wet hair plastered to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the explorer slip from the railing, fall backward, and go over the side of the boat into the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium-long shot from a slightly upward angle with a camera swaying precariously?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607341133058071 + ], + "opposite_logprob_tokens": [ + -4.141073226928711 + ], + "logprob_reward": -0.01607341133058071, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607341133058071, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05142122507095337, + 0.03398333489894867, + 0.04008455201983452, + 0.18438325822353363, + 0.053748805075883865, + 0.06651224195957184, + 0.10985126346349716, + 0.22548912465572357, + 0.16557201743125916, + 0.06895416229963303 + ], + "top_frames": [ + 7, + 3, + 8 + ], + "selected_reward": -0.01607341133058071 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night with a sky thick with dark clouds and occasional flashes of pale lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an ancient wooden expedition vessel visible battling mountainous waves in an inky black sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an explorer visible wearing a heavy, rain-soaked windbreaker with wet hair plastered to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the explorer slip from the railing, fall backward, and go over the side of the boat into the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium-long shot from a slightly upward angle with a camera swaying precariously?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011075802147388458 + ], + "opposite_logprob_tokens": [ + -4.511075973510742 + ], + "logprob_reward": -0.011075802147388458, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011075802147388458, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1007925495505333, + 0.061762940138578415, + 0.05973164364695549, + 0.13765956461429596, + 0.050778064876794815, + 0.05832508206367493, + 0.05067838355898857, + 0.10064379870891571, + 0.22270648181438446, + 0.15692147612571716 + ], + "top_frames": [ + 8, + 9, + 3 + ], + "selected_reward": -0.011075802147388458 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium-long shot, shot from a slightly upward angle, the camera swaying precariously with the ship's violent pitching, captures an ancient wooden expedition vessel battling mountainous waves. The hull is constructed of weathered, dark wood, its surface covered in dark water stains and salt crystals. Thick, damp ropes lie scattered on the deck. In a night sky thick with dark clouds and thunder, occasional flashes of pale lightning provide the sole source of light, momentarily illuminating the inky black sea roiling with white foam. An explorer, clad in a heavy windbreaker thoroughly soaked by rain and sea spray, his dark, wet hair disheveled by the wind plastered to his cold-white forehead, clings desperately to a swaying railing, his face stern but unconcealed with fear as he tries to steady himself on the mirror-slick, rain-soaked deck. Suddenly, a huge wave hit the boat violently. His fingers that were holding the railing lost their strength due to the wetness and slipperiness. His feet slipped suddenly and his body lost balance instantly. He waved his arms in vain in the air and then fell backward helplessly. He went over the side of the boat and was finally swallowed up by the inky black waves below that were roaring and rolling with white foam. The whole picture was full of despair, chaos and epic tragedy.", + "seed": 22520, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_6/index_7173_seed_22520_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03548930250108242, + "vlm_logprob": -0.03548930250108242, + "vlm_yes_no_margin": 3.575, + "vlm_token_credit": -0.03548930250108242, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night with a sky thick with dark clouds and occasional flashes of pale lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an ancient wooden expedition vessel visible battling mountainous waves in an inky black sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an explorer visible wearing a heavy, rain-soaked windbreaker with wet hair plastered to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the explorer slip from the railing, fall backward, and go over the side of the boat into the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium-long shot from a slightly upward angle with a camera swaying precariously?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018013570457696915 + ], + "opposite_logprob_tokens": [ + -4.1430134773254395 + ], + "logprob_reward": -0.018013570457696915, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.018013570457696915, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26337993144989014, + 0.12486659735441208, + 0.14184445142745972, + 0.04299630969762802, + 0.11261365562677383, + 0.0608026497066021, + 0.04216264560818672, + 0.05882884934544563, + 0.08235757797956467, + 0.07014735043048859 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.018013570457696915 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night with a sky thick with dark clouds and occasional flashes of pale lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an ancient wooden expedition vessel visible battling mountainous waves in an inky black sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an explorer visible wearing a heavy, rain-soaked windbreaker with wet hair plastered to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the explorer slip from the railing, fall backward, and go over the side of the boat into the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium-long shot from a slightly upward angle with a camera swaying precariously?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020618509501218796 + ], + "opposite_logprob_tokens": [ + -3.895618438720703 + ], + "logprob_reward": -0.020618509501218796, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020618509501218796, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1107674166560173, + 0.2873825132846832, + 0.07411256432533264, + 0.05259499326348305, + 0.1470142900943756, + 0.11299420148134232, + 0.03742386773228645, + 0.03170088306069374, + 0.0329209640622139, + 0.11308830976486206 + ], + "top_frames": [ + 1, + 4, + 9 + ], + "selected_reward": -0.020618509501218796 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night with a sky thick with dark clouds and occasional flashes of pale lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an ancient wooden expedition vessel visible battling mountainous waves in an inky black sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an explorer visible wearing a heavy, rain-soaked windbreaker with wet hair plastered to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the explorer slip from the railing, fall backward, and go over the side of the boat into the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium-long shot from a slightly upward angle with a camera swaying precariously?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371181711554527 + ], + "opposite_logprob_tokens": [ + -3.4087119102478027 + ], + "logprob_reward": -0.03371181711554527, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371181711554527, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13939546048641205, + 0.09623114764690399, + 0.06710280478000641, + 0.12927597761154175, + 0.24097546935081482, + 0.08566921204328537, + 0.07587377727031708, + 0.05964847654104233, + 0.031216584146022797, + 0.07461105287075043 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.03371181711554527 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night with a sky thick with dark clouds and occasional flashes of pale lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an ancient wooden expedition vessel visible battling mountainous waves in an inky black sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an explorer visible wearing a heavy, rain-soaked windbreaker with wet hair plastered to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the explorer slip from the railing, fall backward, and go over the side of the boat into the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium-long shot from a slightly upward angle with a camera swaying precariously?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08903401345014572 + ], + "opposite_logprob_tokens": [ + -2.464034080505371 + ], + "logprob_reward": -0.08903401345014572, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08903401345014572, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09635435044765472, + 0.06972202658653259, + 0.06045036017894745, + 0.061568599194288254, + 0.3546198904514313, + 0.057594459503889084, + 0.09657703340053558, + 0.10663358867168427, + 0.041578371077775955, + 0.05490126833319664 + ], + "top_frames": [ + 4, + 7, + 6 + ], + "selected_reward": -0.08903401345014572 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night with a sky thick with dark clouds and occasional flashes of pale lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an ancient wooden expedition vessel visible battling mountainous waves in an inky black sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an explorer visible wearing a heavy, rain-soaked windbreaker with wet hair plastered to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the explorer slip from the railing, fall backward, and go over the side of the boat into the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium-long shot from a slightly upward angle with a camera swaying precariously?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016068601980805397 + ], + "opposite_logprob_tokens": [ + -4.141068458557129 + ], + "logprob_reward": -0.016068601980805397, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016068601980805397, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15077032148838043, + 0.0722011849284172, + 0.035843368619680405, + 0.07896754145622253, + 0.2455795854330063, + 0.03739750385284424, + 0.08302608132362366, + 0.1302313357591629, + 0.06686308234930038, + 0.09912005811929703 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.016068601980805397 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium-long shot, shot from a slightly upward angle, the camera swaying precariously with the ship's violent pitching, captures an ancient wooden expedition vessel battling mountainous waves. The hull is constructed of weathered, dark wood, its surface covered in dark water stains and salt crystals. Thick, damp ropes lie scattered on the deck. In a night sky thick with dark clouds and thunder, occasional flashes of pale lightning provide the sole source of light, momentarily illuminating the inky black sea roiling with white foam. An explorer, clad in a heavy windbreaker thoroughly soaked by rain and sea spray, his dark, wet hair disheveled by the wind plastered to his cold-white forehead, clings desperately to a swaying railing, his face stern but unconcealed with fear as he tries to steady himself on the mirror-slick, rain-soaked deck. Suddenly, a huge wave hit the boat violently. His fingers that were holding the railing lost their strength due to the wetness and slipperiness. His feet slipped suddenly and his body lost balance instantly. He waved his arms in vain in the air and then fell backward helplessly. He went over the side of the boat and was finally swallowed up by the inky black waves below that were roaring and rolling with white foam. The whole picture was full of despair, chaos and epic tragedy.", + "seed": 22521, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_6/index_7173_seed_22521_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.048633786663413045, + "vlm_logprob": -0.048633786663413045, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.048633786663413045, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night with a sky thick with dark clouds and occasional flashes of pale lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an ancient wooden expedition vessel visible battling mountainous waves in an inky black sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an explorer visible wearing a heavy, rain-soaked windbreaker with wet hair plastered to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the explorer slip from the railing, fall backward, and go over the side of the boat into the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium-long shot from a slightly upward angle with a camera swaying precariously?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16262879967689514 + ], + "opposite_logprob_tokens": [ + -1.9126287698745728 + ], + "logprob_reward": -0.16262879967689514, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16262879967689514, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07261457294225693, + 0.17749492824077606, + 0.0923205092549324, + 0.055148523300886154, + 0.06939272582530975, + 0.12131385505199432, + 0.04097909480333328, + 0.1393410861492157, + 0.08083367347717285, + 0.15056104958057404 + ], + "top_frames": [ + 1, + 9, + 7 + ], + "selected_reward": -0.16262879967689514 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night with a sky thick with dark clouds and occasional flashes of pale lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an ancient wooden expedition vessel visible battling mountainous waves in an inky black sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an explorer visible wearing a heavy, rain-soaked windbreaker with wet hair plastered to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the explorer slip from the railing, fall backward, and go over the side of the boat into the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium-long shot from a slightly upward angle with a camera swaying precariously?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0337417833507061 + ], + "opposite_logprob_tokens": [ + -3.4087417125701904 + ], + "logprob_reward": -0.0337417833507061, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0337417833507061, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14479663968086243, + 0.17387254536151886, + 0.1007409542798996, + 0.08426671475172043, + 0.13955086469650269, + 0.052259206771850586, + 0.03665938973426819, + 0.04191753268241882, + 0.055443864315748215, + 0.17049236595630646 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.0337417833507061 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night with a sky thick with dark clouds and occasional flashes of pale lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an ancient wooden expedition vessel visible battling mountainous waves in an inky black sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an explorer visible wearing a heavy, rain-soaked windbreaker with wet hair plastered to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the explorer slip from the railing, fall backward, and go over the side of the boat into the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium-long shot from a slightly upward angle with a camera swaying precariously?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012546537443995476 + ], + "opposite_logprob_tokens": [ + -4.387546539306641 + ], + "logprob_reward": -0.012546537443995476, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012546537443995476, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3953220546245575, + 0.12112381309270859, + 0.041598521173000336, + 0.03110399842262268, + 0.08529641479253769, + 0.046385012567043304, + 0.022234436124563217, + 0.09155010432004929, + 0.1010315790772438, + 0.0643540546298027 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.012546537443995476 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night with a sky thick with dark clouds and occasional flashes of pale lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an ancient wooden expedition vessel visible battling mountainous waves in an inky black sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an explorer visible wearing a heavy, rain-soaked windbreaker with wet hair plastered to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the explorer slip from the railing, fall backward, and go over the side of the boat into the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium-long shot from a slightly upward angle with a camera swaying precariously?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016070127487182617 + ], + "opposite_logprob_tokens": [ + -4.141070365905762 + ], + "logprob_reward": -0.016070127487182617, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016070127487182617, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08142121136188507, + 0.090285524725914, + 0.03969787806272507, + 0.03395073860883713, + 0.08817097544670105, + 0.03869473934173584, + 0.04448744282126427, + 0.1881653219461441, + 0.09566862136125565, + 0.2994576096534729 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.016070127487182617 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night with a sky thick with dark clouds and occasional flashes of pale lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an ancient wooden expedition vessel visible battling mountainous waves in an inky black sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an explorer visible wearing a heavy, rain-soaked windbreaker with wet hair plastered to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the explorer slip from the railing, fall backward, and go over the side of the boat into the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium-long shot from a slightly upward angle with a camera swaying precariously?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018181685358285904 + ], + "opposite_logprob_tokens": [ + -4.018181800842285 + ], + "logprob_reward": -0.018181685358285904, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018181685358285904, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1465362310409546, + 0.09068852663040161, + 0.04213513061404228, + 0.032370131462812424, + 0.07523137331008911, + 0.04035442695021629, + 0.0755816176533699, + 0.10685698688030243, + 0.29243993759155273, + 0.0978057011961937 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.018181685358285904 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_7/index_tensor([5650, 5650])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_7/index_tensor([5650, 5650])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b08407f2a6388452f190b400b69641d04e98baf1 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_7/index_tensor([5650, 5650])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "stark, almost static, documentary-style close-up shot in stark black and white captures the delicate interaction between two dahlias in full bloom. The lighting is high-contrast, as if coming from a single, focused source, sculpting the subjects in dramatic black and white. The primary flower's countless layers of spade-shaped petals form a perfect, intricate spiral of brilliant ivory, with deep, velvety charcoal shadows between each petal, emphasizing its complex geometry and texture. The background is a soft, out-of-focus bokeh composed of muted grays and deep blacks, suggesting a garden setting reduced to abstract forms. The first flower sways slowly and lazily, lifted by an imperceptible breeze. Its entire head gracefully tilts on its stem, allowing the edge of its outermost petal to gently brush the surface of the second, still flower. This micro-movement is a silent, slow dance; the petals trace a gentle, fleeting path across their partner, a contact so light as to barely deform their delicate structure, creating a profound sense of intimacy and a tranquil, natural poetry.", + "seed": 4642, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_7/index_5650_seed_4642_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.026646169275045394, + "vlm_logprob": -0.026646169275045394, + "vlm_yes_no_margin": 4.35, + "vlm_token_credit": -0.026646169275045394, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in black and white with high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two dahlias in full bloom visible as the primary subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the first dahlia have ivory petals arranged in a spiral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the first dahlia sway and tilt to brush its petal against the second dahlia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, out-of-focus bokeh of muted grays and deep blacks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004762021824717522 + ], + "opposite_logprob_tokens": [ + -5.879762172698975 + ], + "logprob_reward": -0.004762021824717522, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.004762021824717522, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11589746177196503, + 0.3695213794708252, + 0.16344332695007324, + 0.039585378021001816, + 0.022543007507920265, + 0.11117146909236908, + 0.019356267526745796, + 0.06728420406579971, + 0.07683948427438736, + 0.014357998967170715 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.004762021824717522 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in black and white with high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two dahlias in full bloom visible as the primary subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the first dahlia have ivory petals arranged in a spiral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the first dahlia sway and tilt to brush its petal against the second dahlia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, out-of-focus bokeh of muted grays and deep blacks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059258334338665 + ], + "opposite_logprob_tokens": [ + -3.89559268951416 + ], + "logprob_reward": -0.02059258334338665, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059258334338665, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17861220240592957, + 0.054488494992256165, + 0.37009602785110474, + 0.05424852669239044, + 0.040024224668741226, + 0.1090565100312233, + 0.05040082708001137, + 0.0466967411339283, + 0.054971713572740555, + 0.041404686868190765 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.02059258334338665 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in black and white with high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two dahlias in full bloom visible as the primary subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the first dahlia have ivory petals arranged in a spiral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the first dahlia sway and tilt to brush its petal against the second dahlia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, out-of-focus bokeh of muted grays and deep blacks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014204937033355236 + ], + "opposite_logprob_tokens": [ + -4.264204978942871 + ], + "logprob_reward": -0.014204937033355236, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014204937033355236, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1783081293106079, + 0.21985414624214172, + 0.12360510230064392, + 0.05923313647508621, + 0.088494211435318, + 0.12378863990306854, + 0.05561881512403488, + 0.0733432024717331, + 0.04943240061402321, + 0.028322206810116768 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.014204937033355236 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in black and white with high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two dahlias in full bloom visible as the primary subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the first dahlia have ivory petals arranged in a spiral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the first dahlia sway and tilt to brush its petal against the second dahlia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, out-of-focus bokeh of muted grays and deep blacks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08903564512729645 + ], + "opposite_logprob_tokens": [ + -2.464035749435425 + ], + "logprob_reward": -0.08903564512729645, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08903564512729645, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0788959190249443, + 0.09716010093688965, + 0.27789434790611267, + 0.18862438201904297, + 0.041580695658922195, + 0.05959858000278473, + 0.03317417949438095, + 0.05104704201221466, + 0.13333666324615479, + 0.038688063621520996 + ], + "top_frames": [ + 2, + 3, + 8 + ], + "selected_reward": -0.08903564512729645 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in black and white with high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two dahlias in full bloom visible as the primary subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the first dahlia have ivory petals arranged in a spiral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the first dahlia sway and tilt to brush its petal against the second dahlia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, out-of-focus bokeh of muted grays and deep blacks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004635659046471119 + ], + "opposite_logprob_tokens": [ + -5.379635810852051 + ], + "logprob_reward": -0.004635659046471119, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004635659046471119, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1817578375339508, + 0.3837849497795105, + 0.05643710866570473, + 0.07478679716587067, + 0.059879742562770844, + 0.06223437190055847, + 0.017847713083028793, + 0.0775827094912529, + 0.05733303725719452, + 0.02835576795041561 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.004635659046471119 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stark, almost static, documentary-style close-up shot in stark black and white captures the delicate interaction between two dahlias in full bloom. The lighting is high-contrast, as if coming from a single, focused source, sculpting the subjects in dramatic black and white. The primary flower's countless layers of spade-shaped petals form a perfect, intricate spiral of brilliant ivory, with deep, velvety charcoal shadows between each petal, emphasizing its complex geometry and texture. The background is a soft, out-of-focus bokeh composed of muted grays and deep blacks, suggesting a garden setting reduced to abstract forms. The first flower sways slowly and lazily, lifted by an imperceptible breeze. Its entire head gracefully tilts on its stem, allowing the edge of its outermost petal to gently brush the surface of the second, still flower. This micro-movement is a silent, slow dance; the petals trace a gentle, fleeting path across their partner, a contact so light as to barely deform their delicate structure, creating a profound sense of intimacy and a tranquil, natural poetry.", + "seed": 4643, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_7/index_5650_seed_4643_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03690451490692794, + "vlm_logprob": -0.03690451490692794, + "vlm_yes_no_margin": 4.375, + "vlm_token_credit": -0.03690451490692794, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in black and white with high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two dahlias in full bloom visible as the primary subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the first dahlia have ivory petals arranged in a spiral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the first dahlia sway and tilt to brush its petal against the second dahlia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, out-of-focus bokeh of muted grays and deep blacks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002753516426309943 + ], + "opposite_logprob_tokens": [ + -6.877753734588623 + ], + "logprob_reward": -0.002753516426309943, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.002753516426309943, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15523770451545715, + 0.08384442329406738, + 0.05421985685825348, + 0.06775283813476562, + 0.056038472801446915, + 0.03965315222740173, + 0.04245598986744881, + 0.09384097158908844, + 0.3242447078227997, + 0.08271189779043198 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.002753516426309943 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in black and white with high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two dahlias in full bloom visible as the primary subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the first dahlia have ivory petals arranged in a spiral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the first dahlia sway and tilt to brush its petal against the second dahlia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, out-of-focus bokeh of muted grays and deep blacks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043060317635536194 + ], + "opposite_logprob_tokens": [ + -3.168060302734375 + ], + "logprob_reward": -0.043060317635536194, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043060317635536194, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12672603130340576, + 0.063656285405159, + 0.15895667672157288, + 0.08596217632293701, + 0.036831554025411606, + 0.16939260065555573, + 0.020365271717309952, + 0.1049700528383255, + 0.13814955949783325, + 0.09498970955610275 + ], + "top_frames": [ + 5, + 2, + 8 + ], + "selected_reward": -0.043060317635536194 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in black and white with high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two dahlias in full bloom visible as the primary subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the first dahlia have ivory petals arranged in a spiral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the first dahlia sway and tilt to brush its petal against the second dahlia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, out-of-focus bokeh of muted grays and deep blacks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023291219025850296 + ], + "opposite_logprob_tokens": [ + -3.7732911109924316 + ], + "logprob_reward": -0.023291219025850296, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023291219025850296, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28561997413635254, + 0.08498340845108032, + 0.06780117005109787, + 0.0542089082300663, + 0.07784933596849442, + 0.04077404737472534, + 0.029854565858840942, + 0.06293249130249023, + 0.25144490599632263, + 0.04453117772936821 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.023291219025850296 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in black and white with high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two dahlias in full bloom visible as the primary subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the first dahlia have ivory petals arranged in a spiral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the first dahlia sway and tilt to brush its petal against the second dahlia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, out-of-focus bokeh of muted grays and deep blacks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11293330788612366 + ], + "opposite_logprob_tokens": [ + -2.237933397293091 + ], + "logprob_reward": -0.11293330788612366, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11293330788612366, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1793857365846634, + 0.022532666102051735, + 0.016151072457432747, + 0.05597740039229393, + 0.022425126284360886, + 0.05019528791308403, + 0.0451200045645237, + 0.0784691572189331, + 0.49751535058021545, + 0.032228149473667145 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.11293330788612366 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in black and white with high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two dahlias in full bloom visible as the primary subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the first dahlia have ivory petals arranged in a spiral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the first dahlia sway and tilt to brush its petal against the second dahlia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, out-of-focus bokeh of muted grays and deep blacks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002484213560819626 + ], + "opposite_logprob_tokens": [ + -6.002484321594238 + ], + "logprob_reward": -0.002484213560819626, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002484213560819626, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11319408565759659, + 0.07253921031951904, + 0.0818343386054039, + 0.28893235325813293, + 0.07653383910655975, + 0.10103943943977356, + 0.028840936720371246, + 0.05331559106707573, + 0.1419449895620346, + 0.04182515665888786 + ], + "top_frames": [ + 3, + 8, + 0 + ], + "selected_reward": -0.002484213560819626 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stark, almost static, documentary-style close-up shot in stark black and white captures the delicate interaction between two dahlias in full bloom. The lighting is high-contrast, as if coming from a single, focused source, sculpting the subjects in dramatic black and white. The primary flower's countless layers of spade-shaped petals form a perfect, intricate spiral of brilliant ivory, with deep, velvety charcoal shadows between each petal, emphasizing its complex geometry and texture. The background is a soft, out-of-focus bokeh composed of muted grays and deep blacks, suggesting a garden setting reduced to abstract forms. The first flower sways slowly and lazily, lifted by an imperceptible breeze. Its entire head gracefully tilts on its stem, allowing the edge of its outermost petal to gently brush the surface of the second, still flower. This micro-movement is a silent, slow dance; the petals trace a gentle, fleeting path across their partner, a contact so light as to barely deform their delicate structure, creating a profound sense of intimacy and a tranquil, natural poetry.", + "seed": 4644, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_7/index_5650_seed_4644_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.028456665016710757, + "vlm_logprob": -0.028456665016710757, + "vlm_yes_no_margin": 4.675, + "vlm_token_credit": -0.028456665016710757, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in black and white with high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two dahlias in full bloom visible as the primary subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the first dahlia have ivory petals arranged in a spiral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the first dahlia sway and tilt to brush its petal against the second dahlia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, out-of-focus bokeh of muted grays and deep blacks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0016755126416683197 + ], + "opposite_logprob_tokens": [ + -7.626675605773926 + ], + "logprob_reward": -0.0016755126416683197, + "yes_no_margin_reward": 7.625, + "token_credit_reward": -0.0016755126416683197, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12405089288949966, + 0.07377040386199951, + 0.0478677861392498, + 0.17758020758628845, + 0.06678413599729538, + 0.08132030814886093, + 0.23552608489990234, + 0.07383514940738678, + 0.06079559028148651, + 0.058469388633966446 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.0016755126416683197 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in black and white with high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two dahlias in full bloom visible as the primary subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the first dahlia have ivory petals arranged in a spiral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the first dahlia sway and tilt to brush its petal against the second dahlia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, out-of-focus bokeh of muted grays and deep blacks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306568205356598 + ], + "opposite_logprob_tokens": [ + -3.1680657863616943 + ], + "logprob_reward": -0.04306568205356598, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306568205356598, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11826405674219131, + 0.061289772391319275, + 0.0592193678021431, + 0.07330956310033798, + 0.037640899419784546, + 0.1475183665752411, + 0.13101357221603394, + 0.12945868074893951, + 0.19704706966876984, + 0.04523864760994911 + ], + "top_frames": [ + 8, + 5, + 6 + ], + "selected_reward": -0.04306568205356598 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in black and white with high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two dahlias in full bloom visible as the primary subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the first dahlia have ivory petals arranged in a spiral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the first dahlia sway and tilt to brush its petal against the second dahlia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, out-of-focus bokeh of muted grays and deep blacks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016078690066933632 + ], + "opposite_logprob_tokens": [ + -4.141078472137451 + ], + "logprob_reward": -0.016078690066933632, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016078690066933632, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34082064032554626, + 0.1380884051322937, + 0.07029302418231964, + 0.09748340398073196, + 0.02434966154396534, + 0.11806702613830566, + 0.05662619322538376, + 0.07947731018066406, + 0.054487310349941254, + 0.0203070268034935 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.016078690066933632 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in black and white with high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two dahlias in full bloom visible as the primary subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the first dahlia have ivory petals arranged in a spiral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the first dahlia sway and tilt to brush its petal against the second dahlia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, out-of-focus bokeh of muted grays and deep blacks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0789773240685463 + ], + "opposite_logprob_tokens": [ + -2.578977346420288 + ], + "logprob_reward": -0.0789773240685463, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0789773240685463, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04395947605371475, + 0.03459079936146736, + 0.02915828675031662, + 0.24221114814281464, + 0.03078136220574379, + 0.046732526272535324, + 0.4063931405544281, + 0.043914392590522766, + 0.09103267639875412, + 0.03122624196112156 + ], + "top_frames": [ + 6, + 3, + 8 + ], + "selected_reward": -0.0789773240685463 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in black and white with high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two dahlias in full bloom visible as the primary subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the first dahlia have ivory petals arranged in a spiral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the first dahlia sway and tilt to brush its petal against the second dahlia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, out-of-focus bokeh of muted grays and deep blacks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024861162528395653 + ], + "opposite_logprob_tokens": [ + -6.002486228942871 + ], + "logprob_reward": -0.0024861162528395653, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024861162528395653, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5045145153999329, + 0.0547744445502758, + 0.030787182971835136, + 0.08506912738084793, + 0.06073736399412155, + 0.06351891160011292, + 0.025580642744898796, + 0.041741445660591125, + 0.08298109471797943, + 0.05029534175992012 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.0024861162528395653 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stark, almost static, documentary-style close-up shot in stark black and white captures the delicate interaction between two dahlias in full bloom. The lighting is high-contrast, as if coming from a single, focused source, sculpting the subjects in dramatic black and white. The primary flower's countless layers of spade-shaped petals form a perfect, intricate spiral of brilliant ivory, with deep, velvety charcoal shadows between each petal, emphasizing its complex geometry and texture. The background is a soft, out-of-focus bokeh composed of muted grays and deep blacks, suggesting a garden setting reduced to abstract forms. The first flower sways slowly and lazily, lifted by an imperceptible breeze. Its entire head gracefully tilts on its stem, allowing the edge of its outermost petal to gently brush the surface of the second, still flower. This micro-movement is a silent, slow dance; the petals trace a gentle, fleeting path across their partner, a contact so light as to barely deform their delicate structure, creating a profound sense of intimacy and a tranquil, natural poetry.", + "seed": 4645, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_7/index_5650_seed_4645_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.048223931575194, + "vlm_logprob": -0.048223931575194, + "vlm_yes_no_margin": 4.199999976158142, + "vlm_token_credit": -0.048223931575194, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in black and white with high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two dahlias in full bloom visible as the primary subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the first dahlia have ivory petals arranged in a spiral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the first dahlia sway and tilt to brush its petal against the second dahlia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, out-of-focus bokeh of muted grays and deep blacks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0023291383404284716 + ], + "opposite_logprob_tokens": [ + -6.502329349517822 + ], + "logprob_reward": -0.0023291383404284716, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0023291383404284716, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18037743866443634, + 0.12295128405094147, + 0.040652062743902206, + 0.11275848001241684, + 0.10683083534240723, + 0.12361852824687958, + 0.12422683089971542, + 0.07304826378822327, + 0.052680037915706635, + 0.0628562718629837 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.0023291383404284716 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in black and white with high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two dahlias in full bloom visible as the primary subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the first dahlia have ivory petals arranged in a spiral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the first dahlia sway and tilt to brush its petal against the second dahlia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, out-of-focus bokeh of muted grays and deep blacks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897821068763733 + ], + "opposite_logprob_tokens": [ + -2.5789783000946045 + ], + "logprob_reward": -0.07897821068763733, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897821068763733, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08566242456436157, + 0.11190798133611679, + 0.04622631520032883, + 0.16543824970722198, + 0.13254082202911377, + 0.15660439431667328, + 0.05053569748997688, + 0.04093402624130249, + 0.12515631318092346, + 0.08499372750520706 + ], + "top_frames": [ + 3, + 5, + 4 + ], + "selected_reward": -0.07897821068763733 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in black and white with high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two dahlias in full bloom visible as the primary subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the first dahlia have ivory petals arranged in a spiral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the first dahlia sway and tilt to brush its petal against the second dahlia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, out-of-focus bokeh of muted grays and deep blacks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014199178665876389 + ], + "opposite_logprob_tokens": [ + -4.264199256896973 + ], + "logprob_reward": -0.014199178665876389, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014199178665876389, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14189362525939941, + 0.06226509436964989, + 0.0439215786755085, + 0.15450184047222137, + 0.1741936355829239, + 0.10629481077194214, + 0.10237880051136017, + 0.10356290638446808, + 0.08716866374015808, + 0.023818999528884888 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.014199178665876389 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in black and white with high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two dahlias in full bloom visible as the primary subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the first dahlia have ivory petals arranged in a spiral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the first dahlia sway and tilt to brush its petal against the second dahlia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, out-of-focus bokeh of muted grays and deep blacks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1427975594997406 + ], + "opposite_logprob_tokens": [ + -2.0177974700927734 + ], + "logprob_reward": -0.1427975594997406, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.1427975594997406, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0768258199095726, + 0.06557098776102066, + 0.03114854171872139, + 0.17472878098487854, + 0.14688578248023987, + 0.17743325233459473, + 0.08502940833568573, + 0.13344089686870575, + 0.07112222164869308, + 0.03781433776021004 + ], + "top_frames": [ + 5, + 3, + 4 + ], + "selected_reward": -0.1427975594997406 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in black and white with high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two dahlias in full bloom visible as the primary subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the first dahlia have ivory petals arranged in a spiral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the first dahlia sway and tilt to brush its petal against the second dahlia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, out-of-focus bokeh of muted grays and deep blacks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002815570682287216 + ], + "opposite_logprob_tokens": [ + -5.8778157234191895 + ], + "logprob_reward": -0.002815570682287216, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002815570682287216, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12017554044723511, + 0.46735087037086487, + 0.04695747047662735, + 0.03575904294848442, + 0.03854589909315109, + 0.13565169274806976, + 0.060307521373033524, + 0.023573001846671104, + 0.0351998545229435, + 0.036479122936725616 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.002815570682287216 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_8/index_tensor([4709, 4709])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_8/index_tensor([4709, 4709])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..71edc8d40ab816a2e1e71698c65275ebc4d184e8 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_8/index_tensor([4709, 4709])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium shot, at eye level, shot with a shallow depth of field against a softly blurred, clean white background, frames a tall, transparent cylindrical glass filled with pristine, still water. The camera begins a slow, deliberate push-in, moving ever closer as a white, circular pencil tablet is placed at its base. Instantly, the tablet erupts with a violent hissing, releasing a turbulent, chaotic cloud of tiny bubbles that swirl upward in a frantic dance. A crisp, bright backlight illuminates the scene, making each individual bubble shimmer like a tiny crystal and casting a radiant glow through the glass. As the camera continues its steady advance into extreme macro close-up, it captures the tablet's surface disintegrating, steadily releasing a milky plume that tumbles and pours into the clear water. The action is a mesmerizing spectacle, brimming with energy, a furious, silent explosion of rebirth, creating an atmosphere of vibrant transformation and clean, powerful force.", + "seed": 14266, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_8/index_4709_seed_14266_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.016973233595490456, + "vlm_logprob": -0.016973233595490456, + "vlm_yes_no_margin": 4.45, + "vlm_token_credit": -0.016973233595490456, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene framed as a medium shot at eye level with a shallow depth of field against a clean white background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tall, transparent cylindrical glass filled with still water visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a white circular pencil tablet appear at the base of the glass and erupt with a turbulent cloud of tiny bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a slow push-in that continues into an extreme macro close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tablet surface shown disintegrating and releasing a milky plume into the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03261292353272438 + ], + "opposite_logprob_tokens": [ + -3.5326130390167236 + ], + "logprob_reward": -0.03261292353272438, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03261292353272438, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05727613344788551, + 0.3944074511528015, + 0.1008848249912262, + 0.04072870686650276, + 0.24069759249687195, + 0.041262608021497726, + 0.025924503803253174, + 0.005986167583614588, + 0.07008563727140427, + 0.02274639904499054 + ], + "top_frames": [ + 1, + 4, + 2 + ], + "selected_reward": -0.03261292353272438 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene framed as a medium shot at eye level with a shallow depth of field against a clean white background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tall, transparent cylindrical glass filled with still water visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a white circular pencil tablet appear at the base of the glass and erupt with a turbulent cloud of tiny bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a slow push-in that continues into an extreme macro close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tablet surface shown disintegrating and releasing a milky plume into the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004658322781324387 + ], + "opposite_logprob_tokens": [ + -5.379658222198486 + ], + "logprob_reward": -0.004658322781324387, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004658322781324387, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11920628696680069, + 0.295296847820282, + 0.033922791481018066, + 0.07394854724407196, + 0.11215967684984207, + 0.15169836580753326, + 0.03385557979345322, + 0.0396454855799675, + 0.10319719463586807, + 0.03706924244761467 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.004658322781324387 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene framed as a medium shot at eye level with a shallow depth of field against a clean white background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tall, transparent cylindrical glass filled with still water visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a white circular pencil tablet appear at the base of the glass and erupt with a turbulent cloud of tiny bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a slow push-in that continues into an extreme macro close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tablet surface shown disintegrating and releasing a milky plume into the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008640049956738949 + ], + "opposite_logprob_tokens": [ + -4.758639812469482 + ], + "logprob_reward": -0.008640049956738949, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008640049956738949, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06694042682647705, + 0.07877267897129059, + 0.06839454174041748, + 0.045372143387794495, + 0.3422427475452423, + 0.1087353453040123, + 0.050190411508083344, + 0.047735199332237244, + 0.16258007287979126, + 0.02903643809258938 + ], + "top_frames": [ + 4, + 8, + 5 + ], + "selected_reward": -0.008640049956738949 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene framed as a medium shot at eye level with a shallow depth of field against a clean white background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tall, transparent cylindrical glass filled with still water visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a white circular pencil tablet appear at the base of the glass and erupt with a turbulent cloud of tiny bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a slow push-in that continues into an extreme macro close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tablet surface shown disintegrating and releasing a milky plume into the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005253083072602749 + ], + "opposite_logprob_tokens": [ + -5.255253314971924 + ], + "logprob_reward": -0.005253083072602749, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005253083072602749, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03445088490843773, + 0.057158004492521286, + 0.01745408959686756, + 0.02150552347302437, + 0.11208868771791458, + 0.10175520181655884, + 0.058599140495061874, + 0.02787012793123722, + 0.4901798665523529, + 0.07893843203783035 + ], + "top_frames": [ + 8, + 4, + 5 + ], + "selected_reward": -0.005253083072602749 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene framed as a medium shot at eye level with a shallow depth of field against a clean white background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tall, transparent cylindrical glass filled with still water visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a white circular pencil tablet appear at the base of the glass and erupt with a turbulent cloud of tiny bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a slow push-in that continues into an extreme macro close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tablet surface shown disintegrating and releasing a milky plume into the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370178863406181 + ], + "opposite_logprob_tokens": [ + -3.4087018966674805 + ], + "logprob_reward": -0.03370178863406181, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370178863406181, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04035888612270355, + 0.042943038046360016, + 0.06025874614715576, + 0.03379920497536659, + 0.35760125517845154, + 0.15931522846221924, + 0.0669310912489891, + 0.020019004121422768, + 0.1408911794424057, + 0.07788238674402237 + ], + "top_frames": [ + 4, + 5, + 8 + ], + "selected_reward": -0.03370178863406181 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, at eye level, shot with a shallow depth of field against a softly blurred, clean white background, frames a tall, transparent cylindrical glass filled with pristine, still water. The camera begins a slow, deliberate push-in, moving ever closer as a white, circular pencil tablet is placed at its base. Instantly, the tablet erupts with a violent hissing, releasing a turbulent, chaotic cloud of tiny bubbles that swirl upward in a frantic dance. A crisp, bright backlight illuminates the scene, making each individual bubble shimmer like a tiny crystal and casting a radiant glow through the glass. As the camera continues its steady advance into extreme macro close-up, it captures the tablet's surface disintegrating, steadily releasing a milky plume that tumbles and pours into the clear water. The action is a mesmerizing spectacle, brimming with energy, a furious, silent explosion of rebirth, creating an atmosphere of vibrant transformation and clean, powerful force.", + "seed": 14267, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_8/index_4709_seed_14267_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.020041604433208703, + "vlm_logprob": -0.020041604433208703, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.020041604433208703, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene framed as a medium shot at eye level with a shallow depth of field against a clean white background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tall, transparent cylindrical glass filled with still water visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a white circular pencil tablet appear at the base of the glass and erupt with a turbulent cloud of tiny bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a slow push-in that continues into an extreme macro close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tablet surface shown disintegrating and releasing a milky plume into the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.025226620957255363 + ], + "opposite_logprob_tokens": [ + -3.775226593017578 + ], + "logprob_reward": -0.025226620957255363, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.025226620957255363, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3811222314834595, + 0.12845806777477264, + 0.10826083272695541, + 0.015414093621075153, + 0.009132368490099907, + 0.00971975177526474, + 0.02309282124042511, + 0.2638545632362366, + 0.04405371844768524, + 0.016891613602638245 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.025226620957255363 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene framed as a medium shot at eye level with a shallow depth of field against a clean white background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tall, transparent cylindrical glass filled with still water visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a white circular pencil tablet appear at the base of the glass and erupt with a turbulent cloud of tiny bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a slow push-in that continues into an extreme macro close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tablet surface shown disintegrating and releasing a milky plume into the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006757857743650675 + ], + "opposite_logprob_tokens": [ + -5.006757736206055 + ], + "logprob_reward": -0.006757857743650675, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006757857743650675, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21581606566905975, + 0.07589024305343628, + 0.20497137308120728, + 0.09749127179384232, + 0.02360360510647297, + 0.04317253455519676, + 0.06415583938360214, + 0.06703796982765198, + 0.17039258778095245, + 0.03746853768825531 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.006757857743650675 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene framed as a medium shot at eye level with a shallow depth of field against a clean white background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tall, transparent cylindrical glass filled with still water visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a white circular pencil tablet appear at the base of the glass and erupt with a turbulent cloud of tiny bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a slow push-in that continues into an extreme macro close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tablet surface shown disintegrating and releasing a milky plume into the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008636504411697388 + ], + "opposite_logprob_tokens": [ + -4.758636474609375 + ], + "logprob_reward": -0.008636504411697388, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008636504411697388, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2731921374797821, + 0.05449410155415535, + 0.05675159767270088, + 0.025506841018795967, + 0.03852207958698273, + 0.03334999829530716, + 0.049322888255119324, + 0.26805680990219116, + 0.0755930244922638, + 0.12521052360534668 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.008636504411697388 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene framed as a medium shot at eye level with a shallow depth of field against a clean white background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tall, transparent cylindrical glass filled with still water visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a white circular pencil tablet appear at the base of the glass and erupt with a turbulent cloud of tiny bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a slow push-in that continues into an extreme macro close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tablet surface shown disintegrating and releasing a milky plume into the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029788833111524582 + ], + "opposite_logprob_tokens": [ + -3.5297887325286865 + ], + "logprob_reward": -0.029788833111524582, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029788833111524582, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3057074248790741, + 0.0562773235142231, + 0.3076864182949066, + 0.021923024207353592, + 0.017550578340888023, + 0.029410790652036667, + 0.048783931881189346, + 0.1347845494747162, + 0.04005670174956322, + 0.03781919181346893 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.029788833111524582 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene framed as a medium shot at eye level with a shallow depth of field against a clean white background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tall, transparent cylindrical glass filled with still water visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a white circular pencil tablet appear at the base of the glass and erupt with a turbulent cloud of tiny bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a slow push-in that continues into an extreme macro close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tablet surface shown disintegrating and releasing a milky plume into the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029798205941915512 + ], + "opposite_logprob_tokens": [ + -3.5297982692718506 + ], + "logprob_reward": -0.029798205941915512, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029798205941915512, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31183868646621704, + 0.057018671184778214, + 0.12680242955684662, + 0.03590794652700424, + 0.01841212622821331, + 0.04081857204437256, + 0.02202868089079857, + 0.2827375829219818, + 0.06570098549127579, + 0.03873433917760849 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.029798205941915512 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, at eye level, shot with a shallow depth of field against a softly blurred, clean white background, frames a tall, transparent cylindrical glass filled with pristine, still water. The camera begins a slow, deliberate push-in, moving ever closer as a white, circular pencil tablet is placed at its base. Instantly, the tablet erupts with a violent hissing, releasing a turbulent, chaotic cloud of tiny bubbles that swirl upward in a frantic dance. A crisp, bright backlight illuminates the scene, making each individual bubble shimmer like a tiny crystal and casting a radiant glow through the glass. As the camera continues its steady advance into extreme macro close-up, it captures the tablet's surface disintegrating, steadily releasing a milky plume that tumbles and pours into the clear water. The action is a mesmerizing spectacle, brimming with energy, a furious, silent explosion of rebirth, creating an atmosphere of vibrant transformation and clean, powerful force.", + "seed": 14268, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_8/index_4709_seed_14268_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05527352578938007, + "vlm_logprob": -0.05527352578938007, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.05527352578938007, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene framed as a medium shot at eye level with a shallow depth of field against a clean white background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tall, transparent cylindrical glass filled with still water visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a white circular pencil tablet appear at the base of the glass and erupt with a turbulent cloud of tiny bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a slow push-in that continues into an extreme macro close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tablet surface shown disintegrating and releasing a milky plume into the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04329927638173103 + ], + "opposite_logprob_tokens": [ + -3.2932991981506348 + ], + "logprob_reward": -0.04329927638173103, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.04329927638173103, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09611961245536804, + 0.14923042058944702, + 0.05190912261605263, + 0.061964165419340134, + 0.042357850819826126, + 0.04395084083080292, + 0.0954165831208229, + 0.22403551638126373, + 0.1722089797258377, + 0.06280689686536789 + ], + "top_frames": [ + 7, + 8, + 1 + ], + "selected_reward": -0.04329927638173103 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene framed as a medium shot at eye level with a shallow depth of field against a clean white background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tall, transparent cylindrical glass filled with still water visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a white circular pencil tablet appear at the base of the glass and erupt with a turbulent cloud of tiny bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a slow push-in that continues into an extreme macro close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tablet surface shown disintegrating and releasing a milky plume into the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00866770464926958 + ], + "opposite_logprob_tokens": [ + -4.758667469024658 + ], + "logprob_reward": -0.00866770464926958, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00866770464926958, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20117761194705963, + 0.16647204756736755, + 0.07424386590719223, + 0.039543189108371735, + 0.014278051443397999, + 0.11524061113595963, + 0.10018688440322876, + 0.20628824830055237, + 0.06290004402399063, + 0.01966940239071846 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.00866770464926958 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene framed as a medium shot at eye level with a shallow depth of field against a clean white background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tall, transparent cylindrical glass filled with still water visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a white circular pencil tablet appear at the base of the glass and erupt with a turbulent cloud of tiny bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a slow push-in that continues into an extreme macro close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tablet surface shown disintegrating and releasing a milky plume into the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00864158570766449 + ], + "opposite_logprob_tokens": [ + -4.758641719818115 + ], + "logprob_reward": -0.00864158570766449, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00864158570766449, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16397307813167572, + 0.10299421846866608, + 0.12474038451910019, + 0.06655025482177734, + 0.0451916940510273, + 0.05922863259911537, + 0.08877497166395187, + 0.14641636610031128, + 0.12918974459171295, + 0.0729406476020813 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.00864158570766449 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene framed as a medium shot at eye level with a shallow depth of field against a clean white background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tall, transparent cylindrical glass filled with still water visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a white circular pencil tablet appear at the base of the glass and erupt with a turbulent cloud of tiny bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a slow push-in that continues into an extreme macro close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tablet surface shown disintegrating and releasing a milky plume into the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01419729832559824 + ], + "opposite_logprob_tokens": [ + -4.26419734954834 + ], + "logprob_reward": -0.01419729832559824, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01419729832559824, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05572478845715523, + 0.047849349677562714, + 0.07716488093137741, + 0.06644327193498611, + 0.06178427115082741, + 0.048856470733881, + 0.05264360457658768, + 0.4625401496887207, + 0.08371438086032867, + 0.043278805911540985 + ], + "top_frames": [ + 7, + 8, + 2 + ], + "selected_reward": -0.01419729832559824 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene framed as a medium shot at eye level with a shallow depth of field against a clean white background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tall, transparent cylindrical glass filled with still water visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a white circular pencil tablet appear at the base of the glass and erupt with a turbulent cloud of tiny bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a slow push-in that continues into an extreme macro close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tablet surface shown disintegrating and releasing a milky plume into the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20156176388263702 + ], + "opposite_logprob_tokens": [ + -1.7015618085861206 + ], + "logprob_reward": -0.20156176388263702, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20156176388263702, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1864953339099884, + 0.06666040420532227, + 0.12155408412218094, + 0.042841408401727676, + 0.036816298961639404, + 0.036953337490558624, + 0.042570099234580994, + 0.24146504700183868, + 0.18941229581832886, + 0.03523173928260803 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.20156176388263702 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, at eye level, shot with a shallow depth of field against a softly blurred, clean white background, frames a tall, transparent cylindrical glass filled with pristine, still water. The camera begins a slow, deliberate push-in, moving ever closer as a white, circular pencil tablet is placed at its base. Instantly, the tablet erupts with a violent hissing, releasing a turbulent, chaotic cloud of tiny bubbles that swirl upward in a frantic dance. A crisp, bright backlight illuminates the scene, making each individual bubble shimmer like a tiny crystal and casting a radiant glow through the glass. As the camera continues its steady advance into extreme macro close-up, it captures the tablet's surface disintegrating, steadily releasing a milky plume that tumbles and pours into the clear water. The action is a mesmerizing spectacle, brimming with energy, a furious, silent explosion of rebirth, creating an atmosphere of vibrant transformation and clean, powerful force.", + "seed": 14269, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_8/index_4709_seed_14269_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03023426989093423, + "vlm_logprob": -0.03023426989093423, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.03023426989093423, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene framed as a medium shot at eye level with a shallow depth of field against a clean white background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tall, transparent cylindrical glass filled with still water visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a white circular pencil tablet appear at the base of the glass and erupt with a turbulent cloud of tiny bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a slow push-in that continues into an extreme macro close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tablet surface shown disintegrating and releasing a milky plume into the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04499593377113342 + ], + "opposite_logprob_tokens": [ + -3.1699960231781006 + ], + "logprob_reward": -0.04499593377113342, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04499593377113342, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14968396723270416, + 0.05441565811634064, + 0.09415808320045471, + 0.08673085272312164, + 0.12638242542743683, + 0.059751007705926895, + 0.08251769840717316, + 0.13252787292003632, + 0.1211223304271698, + 0.09271018952131271 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.04499593377113342 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene framed as a medium shot at eye level with a shallow depth of field against a clean white background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tall, transparent cylindrical glass filled with still water visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a white circular pencil tablet appear at the base of the glass and erupt with a turbulent cloud of tiny bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a slow push-in that continues into an extreme macro close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tablet surface shown disintegrating and releasing a milky plume into the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.055003829300403595 + ], + "opposite_logprob_tokens": [ + -2.9300038814544678 + ], + "logprob_reward": -0.055003829300403595, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.055003829300403595, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28412169218063354, + 0.13971321284770966, + 0.10288843512535095, + 0.06845761835575104, + 0.05439668893814087, + 0.03156467154622078, + 0.05704988166689873, + 0.05717046558856964, + 0.15105155110359192, + 0.05358582362532616 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.055003829300403595 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene framed as a medium shot at eye level with a shallow depth of field against a clean white background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tall, transparent cylindrical glass filled with still water visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a white circular pencil tablet appear at the base of the glass and erupt with a turbulent cloud of tiny bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a slow push-in that continues into an extreme macro close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tablet surface shown disintegrating and releasing a milky plume into the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003194232005625963 + ], + "opposite_logprob_tokens": [ + -5.753194332122803 + ], + "logprob_reward": -0.003194232005625963, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003194232005625963, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12218500673770905, + 0.053501591086387634, + 0.2151656448841095, + 0.14794965088367462, + 0.05225154384970665, + 0.03295450657606125, + 0.042307138442993164, + 0.09342923015356064, + 0.18888497352600098, + 0.05137069523334503 + ], + "top_frames": [ + 2, + 8, + 3 + ], + "selected_reward": -0.003194232005625963 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene framed as a medium shot at eye level with a shallow depth of field against a clean white background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tall, transparent cylindrical glass filled with still water visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a white circular pencil tablet appear at the base of the glass and erupt with a turbulent cloud of tiny bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a slow push-in that continues into an extreme macro close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tablet surface shown disintegrating and releasing a milky plume into the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018182387575507164 + ], + "opposite_logprob_tokens": [ + -4.018182277679443 + ], + "logprob_reward": -0.018182387575507164, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018182387575507164, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.053412362933158875, + 0.10465054959058762, + 0.15118375420570374, + 0.06094609200954437, + 0.05905541032552719, + 0.1708938628435135, + 0.07565643638372421, + 0.10450712591409683, + 0.18351565301418304, + 0.036178797483444214 + ], + "top_frames": [ + 8, + 5, + 2 + ], + "selected_reward": -0.018182387575507164 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene framed as a medium shot at eye level with a shallow depth of field against a clean white background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tall, transparent cylindrical glass filled with still water visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a white circular pencil tablet appear at the base of the glass and erupt with a turbulent cloud of tiny bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin with a slow push-in that continues into an extreme macro close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tablet surface shown disintegrating and releasing a milky plume into the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029794966802001 + ], + "opposite_logprob_tokens": [ + -3.529794931411743 + ], + "logprob_reward": -0.029794966802001, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029794966802001, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09349554032087326, + 0.09885603934526443, + 0.11866775155067444, + 0.04304338991641998, + 0.0537341944873333, + 0.07019603252410889, + 0.1604880392551422, + 0.11727899312973022, + 0.2132938951253891, + 0.030946049839258194 + ], + "top_frames": [ + 8, + 6, + 2 + ], + "selected_reward": -0.029794966802001 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_9/index_tensor([1667, 1667])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_9/index_tensor([1667, 1667])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e5068bc9079b1a97c4f1c2eb62d07206ea17786e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_9/index_tensor([1667, 1667])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "drone shot, taken from high above, slowly zooms out and pans to the right, revealing a surreal scene: a small boat, skillfully carved from a massive, deep orange pumpkin, steadily and calmly sails alone across a mirror-like emerald lake. Soft morning sunlight penetrates the mist rising from the water, illuminating the pumpkin boat's rough, natural textures and saturated colors, making it stand out against the tranquil surface. The pumpkin, hollowed out, houses a simple mast made of dry branches, supported by a white, rag-like sail that billows slightly in the breeze. The lake is surrounded by a vibrant autumn forest, its leaves shimmering in shades of crimson and gold, their reflections gently swaying in the still water. The pumpkin boat cuts through the tranquility, leaving behind a widening V-shaped trail of ripples. Its hull rises and falls rhythmically with the waves, permeating the scene with a sense of solitary, poetic tranquility, creating a magical atmosphere straight out of a fairy tale.", + "seed": 18790, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_9/index_1667_seed_18790_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.3100025305058807, + "vlm_logprob": -0.3100025305058807, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.3100025305058807, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small boat carved from a deep orange pumpkin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat sailing on a mirror-like emerald lake surrounded by an autumn forest with crimson and gold leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pumpkin boat feature a mast made of dry branches and a white rag-like sail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boat leave a widening V-shaped trail of ripples behind it while moving steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start high above and slowly zoom out while panning to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0034508698154240847 + ], + "opposite_logprob_tokens": [ + -5.878450870513916 + ], + "logprob_reward": -0.0034508698154240847, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0034508698154240847, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37287208437919617, + 0.057364288717508316, + 0.1392662525177002, + 0.060196515172719955, + 0.03879697248339653, + 0.049683578312397, + 0.09495341777801514, + 0.04242256283760071, + 0.07266772538423538, + 0.0717766135931015 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.0034508698154240847 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small boat carved from a deep orange pumpkin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat sailing on a mirror-like emerald lake surrounded by an autumn forest with crimson and gold leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pumpkin boat feature a mast made of dry branches and a white rag-like sail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boat leave a widening V-shaped trail of ripples behind it while moving steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start high above and slowly zoom out while panning to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012544536031782627 + ], + "opposite_logprob_tokens": [ + -4.387544631958008 + ], + "logprob_reward": -0.012544536031782627, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012544536031782627, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20500226318836212, + 0.04973065108060837, + 0.2898690104484558, + 0.037766799330711365, + 0.05003044381737709, + 0.04582729935646057, + 0.09583074599504471, + 0.05725305527448654, + 0.07116460055112839, + 0.09752512723207474 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.012544536031782627 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small boat carved from a deep orange pumpkin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat sailing on a mirror-like emerald lake surrounded by an autumn forest with crimson and gold leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pumpkin boat feature a mast made of dry branches and a white rag-like sail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boat leave a widening V-shaped trail of ripples behind it while moving steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start high above and slowly zoom out while panning to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002195450011640787 + ], + "opposite_logprob_tokens": [ + -6.127195358276367 + ], + "logprob_reward": -0.002195450011640787, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002195450011640787, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3031134605407715, + 0.06106548011302948, + 0.12917625904083252, + 0.06173302233219147, + 0.07625128328800201, + 0.06170724704861641, + 0.1516726016998291, + 0.03603866323828697, + 0.06042388826608658, + 0.058818038552999496 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.002195450011640787 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small boat carved from a deep orange pumpkin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat sailing on a mirror-like emerald lake surrounded by an autumn forest with crimson and gold leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pumpkin boat feature a mast made of dry branches and a white rag-like sail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boat leave a widening V-shaped trail of ripples behind it while moving steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start high above and slowly zoom out while panning to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029785940423607826 + ], + "opposite_logprob_tokens": [ + -3.5297858715057373 + ], + "logprob_reward": -0.029785940423607826, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029785940423607826, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18627825379371643, + 0.07075654715299606, + 0.04586836323142052, + 0.16338177025318146, + 0.12477974593639374, + 0.07568293809890747, + 0.1009228304028511, + 0.03208151087164879, + 0.08390261977910995, + 0.11634541302919388 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.029785940423607826 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small boat carved from a deep orange pumpkin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat sailing on a mirror-like emerald lake surrounded by an autumn forest with crimson and gold leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pumpkin boat feature a mast made of dry branches and a white rag-like sail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boat leave a widening V-shaped trail of ripples behind it while moving steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start high above and slowly zoom out while panning to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.5020358562469482 + ], + "opposite_logprob_tokens": [ + -0.25203579664230347 + ], + "logprob_reward": -1.5020358562469482, + "yes_no_margin_reward": -1.25, + "token_credit_reward": -1.5020358562469482, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.0775383710861206, + 0.04465162754058838, + 0.10281156748533249, + 0.06398182362318039, + 0.15588738024234772, + 0.0604281947016716, + 0.1619761437177658, + 0.058050110936164856, + 0.13515280187129974, + 0.1395220160484314 + ], + "top_frames": [ + 6, + 4, + 9 + ], + "selected_reward": -1.5020358562469482 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "drone shot, taken from high above, slowly zooms out and pans to the right, revealing a surreal scene: a small boat, skillfully carved from a massive, deep orange pumpkin, steadily and calmly sails alone across a mirror-like emerald lake. Soft morning sunlight penetrates the mist rising from the water, illuminating the pumpkin boat's rough, natural textures and saturated colors, making it stand out against the tranquil surface. The pumpkin, hollowed out, houses a simple mast made of dry branches, supported by a white, rag-like sail that billows slightly in the breeze. The lake is surrounded by a vibrant autumn forest, its leaves shimmering in shades of crimson and gold, their reflections gently swaying in the still water. The pumpkin boat cuts through the tranquility, leaving behind a widening V-shaped trail of ripples. Its hull rises and falls rhythmically with the waves, permeating the scene with a sense of solitary, poetic tranquility, creating a magical atmosphere straight out of a fairy tale.", + "seed": 18791, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_9/index_1667_seed_18791_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.24841949865221977, + "vlm_logprob": -0.24841949865221977, + "vlm_yes_no_margin": 3.275000011920929, + "vlm_token_credit": -0.24841949865221977, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small boat carved from a deep orange pumpkin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat sailing on a mirror-like emerald lake surrounded by an autumn forest with crimson and gold leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pumpkin boat feature a mast made of dry branches and a white rag-like sail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boat leave a widening V-shaped trail of ripples behind it while moving steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start high above and slowly zoom out while panning to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006171692628413439 + ], + "opposite_logprob_tokens": [ + -5.256171703338623 + ], + "logprob_reward": -0.006171692628413439, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.006171692628413439, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26781216263771057, + 0.04998086020350456, + 0.03852837160229683, + 0.02810768596827984, + 0.16079232096672058, + 0.03932996466755867, + 0.3244926333427429, + 0.03155062720179558, + 0.033003319054841995, + 0.026402052491903305 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.006171692628413439 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small boat carved from a deep orange pumpkin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat sailing on a mirror-like emerald lake surrounded by an autumn forest with crimson and gold leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pumpkin boat feature a mast made of dry branches and a white rag-like sail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boat leave a widening V-shaped trail of ripples behind it while moving steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start high above and slowly zoom out while panning to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205299124121666 + ], + "opposite_logprob_tokens": [ + -2.8120529651641846 + ], + "logprob_reward": -0.06205299124121666, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205299124121666, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3153967261314392, + 0.19133830070495605, + 0.06389690935611725, + 0.08715616911649704, + 0.10068894922733307, + 0.04815293103456497, + 0.032443199306726456, + 0.018023278564214706, + 0.07510211318731308, + 0.06780137866735458 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.06205299124121666 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small boat carved from a deep orange pumpkin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat sailing on a mirror-like emerald lake surrounded by an autumn forest with crimson and gold leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pumpkin boat feature a mast made of dry branches and a white rag-like sail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boat leave a widening V-shaped trail of ripples behind it while moving steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start high above and slowly zoom out while panning to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003191023599356413 + ], + "opposite_logprob_tokens": [ + -5.753190994262695 + ], + "logprob_reward": -0.003191023599356413, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003191023599356413, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10181616991758347, + 0.14093048870563507, + 0.04361593723297119, + 0.03601067140698433, + 0.09445317834615707, + 0.05026138946413994, + 0.14948618412017822, + 0.1604466289281845, + 0.10769950598478317, + 0.1152799054980278 + ], + "top_frames": [ + 7, + 6, + 1 + ], + "selected_reward": -0.003191023599356413 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small boat carved from a deep orange pumpkin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat sailing on a mirror-like emerald lake surrounded by an autumn forest with crimson and gold leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pumpkin boat feature a mast made of dry branches and a white rag-like sail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boat leave a widening V-shaped trail of ripples behind it while moving steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start high above and slowly zoom out while panning to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03368265554308891 + ], + "opposite_logprob_tokens": [ + -3.4086825847625732 + ], + "logprob_reward": -0.03368265554308891, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03368265554308891, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09244044870138168, + 0.13573665916919708, + 0.03484029695391655, + 0.034077417105436325, + 0.03925807401537895, + 0.05611731857061386, + 0.42750510573387146, + 0.07115079462528229, + 0.07191161066293716, + 0.03696228936314583 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.03368265554308891 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small boat carved from a deep orange pumpkin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat sailing on a mirror-like emerald lake surrounded by an autumn forest with crimson and gold leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pumpkin boat feature a mast made of dry branches and a white rag-like sail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boat leave a widening V-shaped trail of ripples behind it while moving steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start high above and slowly zoom out while panning to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1369991302490234 + ], + "opposite_logprob_tokens": [ + -0.3869991898536682 + ], + "logprob_reward": -1.1369991302490234, + "yes_no_margin_reward": -0.7499999403953552, + "token_credit_reward": -1.1369991302490234, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.33113282918930054, + 0.03439439833164215, + 0.013125235214829445, + 0.018705427646636963, + 0.04814711585640907, + 0.03309570252895355, + 0.4945736825466156, + 0.0064348820596933365, + 0.008099687285721302, + 0.012291097082197666 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -1.1369991302490234 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "drone shot, taken from high above, slowly zooms out and pans to the right, revealing a surreal scene: a small boat, skillfully carved from a massive, deep orange pumpkin, steadily and calmly sails alone across a mirror-like emerald lake. Soft morning sunlight penetrates the mist rising from the water, illuminating the pumpkin boat's rough, natural textures and saturated colors, making it stand out against the tranquil surface. The pumpkin, hollowed out, houses a simple mast made of dry branches, supported by a white, rag-like sail that billows slightly in the breeze. The lake is surrounded by a vibrant autumn forest, its leaves shimmering in shades of crimson and gold, their reflections gently swaying in the still water. The pumpkin boat cuts through the tranquility, leaving behind a widening V-shaped trail of ripples. Its hull rises and falls rhythmically with the waves, permeating the scene with a sense of solitary, poetic tranquility, creating a magical atmosphere straight out of a fairy tale.", + "seed": 18792, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_9/index_1667_seed_18792_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.27242936282418667, + "vlm_logprob": -0.27242936282418667, + "vlm_yes_no_margin": 3.575, + "vlm_token_credit": -0.27242936282418667, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small boat carved from a deep orange pumpkin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat sailing on a mirror-like emerald lake surrounded by an autumn forest with crimson and gold leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pumpkin boat feature a mast made of dry branches and a white rag-like sail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boat leave a widening V-shaped trail of ripples behind it while moving steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start high above and slowly zoom out while panning to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01016688160598278 + ], + "opposite_logprob_tokens": [ + -4.635166645050049 + ], + "logprob_reward": -0.01016688160598278, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.01016688160598278, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0718800351023674, + 0.19816580414772034, + 0.04209442064166069, + 0.11446309834718704, + 0.1056874468922615, + 0.22527211904525757, + 0.07866336405277252, + 0.0678943395614624, + 0.05757519230246544, + 0.0383041612803936 + ], + "top_frames": [ + 5, + 1, + 3 + ], + "selected_reward": -0.01016688160598278 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small boat carved from a deep orange pumpkin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat sailing on a mirror-like emerald lake surrounded by an autumn forest with crimson and gold leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pumpkin boat feature a mast made of dry branches and a white rag-like sail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boat leave a widening V-shaped trail of ripples behind it while moving steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start high above and slowly zoom out while panning to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009788844734430313 + ], + "opposite_logprob_tokens": [ + -4.634788990020752 + ], + "logprob_reward": -0.009788844734430313, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009788844734430313, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1693698763847351, + 0.283243328332901, + 0.0495549775660038, + 0.05235094204545021, + 0.031707532703876495, + 0.06887800991535187, + 0.10680031776428223, + 0.10039575397968292, + 0.046253226697444916, + 0.09144595265388489 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.009788844734430313 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small boat carved from a deep orange pumpkin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat sailing on a mirror-like emerald lake surrounded by an autumn forest with crimson and gold leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pumpkin boat feature a mast made of dry branches and a white rag-like sail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boat leave a widening V-shaped trail of ripples behind it while moving steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start high above and slowly zoom out while panning to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024876620154827833 + ], + "opposite_logprob_tokens": [ + -6.002487659454346 + ], + "logprob_reward": -0.0024876620154827833, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024876620154827833, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18953685462474823, + 0.10548339784145355, + 0.044961173087358475, + 0.08634766191244125, + 0.1935604065656662, + 0.1429309993982315, + 0.0554804801940918, + 0.09444597363471985, + 0.04367958381772041, + 0.04357340931892395 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.0024876620154827833 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small boat carved from a deep orange pumpkin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat sailing on a mirror-like emerald lake surrounded by an autumn forest with crimson and gold leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pumpkin boat feature a mast made of dry branches and a white rag-like sail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boat leave a widening V-shaped trail of ripples behind it while moving steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start high above and slowly zoom out while panning to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026332959532737732 + ], + "opposite_logprob_tokens": [ + -3.6513328552246094 + ], + "logprob_reward": -0.026332959532737732, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026332959532737732, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23618674278259277, + 0.29813167452812195, + 0.0474703386425972, + 0.046949997544288635, + 0.08878572285175323, + 0.08243276923894882, + 0.04748839512467384, + 0.04557452350854874, + 0.038370758295059204, + 0.06860905885696411 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.026332959532737732 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small boat carved from a deep orange pumpkin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat sailing on a mirror-like emerald lake surrounded by an autumn forest with crimson and gold leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pumpkin boat feature a mast made of dry branches and a white rag-like sail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boat leave a widening V-shaped trail of ripples behind it while moving steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start high above and slowly zoom out while panning to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3133704662322998 + ], + "opposite_logprob_tokens": [ + -0.31337040662765503 + ], + "logprob_reward": -1.3133704662322998, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.3133704662322998, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.06819344311952591, + 0.20137450098991394, + 0.043499041348695755, + 0.05227263644337654, + 0.07774592936038971, + 0.12297749519348145, + 0.21609045565128326, + 0.15116646885871887, + 0.04741057753562927, + 0.019269421696662903 + ], + "top_frames": [ + 6, + 1, + 7 + ], + "selected_reward": -1.3133704662322998 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "drone shot, taken from high above, slowly zooms out and pans to the right, revealing a surreal scene: a small boat, skillfully carved from a massive, deep orange pumpkin, steadily and calmly sails alone across a mirror-like emerald lake. Soft morning sunlight penetrates the mist rising from the water, illuminating the pumpkin boat's rough, natural textures and saturated colors, making it stand out against the tranquil surface. The pumpkin, hollowed out, houses a simple mast made of dry branches, supported by a white, rag-like sail that billows slightly in the breeze. The lake is surrounded by a vibrant autumn forest, its leaves shimmering in shades of crimson and gold, their reflections gently swaying in the still water. The pumpkin boat cuts through the tranquility, leaving behind a widening V-shaped trail of ripples. Its hull rises and falls rhythmically with the waves, permeating the scene with a sense of solitary, poetic tranquility, creating a magical atmosphere straight out of a fairy tale.", + "seed": 18793, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000101/group_9/index_1667_seed_18793_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.35018087178468704, + "vlm_logprob": -0.35018087178468704, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.35018087178468704, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small boat carved from a deep orange pumpkin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat sailing on a mirror-like emerald lake surrounded by an autumn forest with crimson and gold leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pumpkin boat feature a mast made of dry branches and a white rag-like sail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boat leave a widening V-shaped trail of ripples behind it while moving steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start high above and slowly zoom out while panning to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004869625438004732 + ], + "opposite_logprob_tokens": [ + -5.37986946105957 + ], + "logprob_reward": -0.004869625438004732, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004869625438004732, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06744617968797684, + 0.06833302974700928, + 0.05308443307876587, + 0.04694933816790581, + 0.3604521155357361, + 0.0500909723341465, + 0.05048884078860283, + 0.1622297614812851, + 0.09677865356206894, + 0.04414666071534157 + ], + "top_frames": [ + 4, + 7, + 8 + ], + "selected_reward": -0.004869625438004732 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small boat carved from a deep orange pumpkin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat sailing on a mirror-like emerald lake surrounded by an autumn forest with crimson and gold leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pumpkin boat feature a mast made of dry branches and a white rag-like sail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boat leave a widening V-shaped trail of ripples behind it while moving steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start high above and slowly zoom out while panning to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00864465907216072 + ], + "opposite_logprob_tokens": [ + -4.7586445808410645 + ], + "logprob_reward": -0.00864465907216072, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00864465907216072, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15826089680194855, + 0.15384109318256378, + 0.17109698057174683, + 0.10944788157939911, + 0.10541384667158127, + 0.032976604998111725, + 0.08959301561117172, + 0.11784974485635757, + 0.03309519216418266, + 0.028424695134162903 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.00864465907216072 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small boat carved from a deep orange pumpkin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat sailing on a mirror-like emerald lake surrounded by an autumn forest with crimson and gold leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pumpkin boat feature a mast made of dry branches and a white rag-like sail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boat leave a widening V-shaped trail of ripples behind it while moving steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start high above and slowly zoom out while panning to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021949741058051586 + ], + "opposite_logprob_tokens": [ + -6.127194881439209 + ], + "logprob_reward": -0.0021949741058051586, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021949741058051586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.078976109623909, + 0.127915620803833, + 0.2646946907043457, + 0.025191420689225197, + 0.08702602982521057, + 0.07028235495090485, + 0.0765693411231041, + 0.09080421179533005, + 0.09492973983287811, + 0.08361052721738815 + ], + "top_frames": [ + 2, + 1, + 8 + ], + "selected_reward": -0.0021949741058051586 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small boat carved from a deep orange pumpkin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat sailing on a mirror-like emerald lake surrounded by an autumn forest with crimson and gold leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pumpkin boat feature a mast made of dry branches and a white rag-like sail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boat leave a widening V-shaped trail of ripples behind it while moving steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start high above and slowly zoom out while panning to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03368645906448364 + ], + "opposite_logprob_tokens": [ + -3.408686399459839 + ], + "logprob_reward": -0.03368645906448364, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03368645906448364, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11299032717943192, + 0.09992873668670654, + 0.23610542714595795, + 0.09333686530590057, + 0.09405842423439026, + 0.07628865540027618, + 0.0942026674747467, + 0.1074560135602951, + 0.04759940877556801, + 0.038033485412597656 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.03368645906448364 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small boat carved from a deep orange pumpkin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat sailing on a mirror-like emerald lake surrounded by an autumn forest with crimson and gold leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pumpkin boat feature a mast made of dry branches and a white rag-like sail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boat leave a widening V-shaped trail of ripples behind it while moving steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start high above and slowly zoom out while panning to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.701508641242981 + ], + "opposite_logprob_tokens": [ + -0.20150864124298096 + ], + "logprob_reward": -1.701508641242981, + "yes_no_margin_reward": -1.5, + "token_credit_reward": -1.701508641242981, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.04956662282347679, + 0.044390417635440826, + 0.28080734610557556, + 0.017072802409529686, + 0.055913712829351425, + 0.05492690950632095, + 0.014348919503390789, + 0.06868299096822739, + 0.38831695914268494, + 0.025973312556743622 + ], + "top_frames": [ + 8, + 2, + 7 + ], + "selected_reward": -1.701508641242981 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_13/index_tensor([8490, 8490])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_13/index_tensor([8490, 8490])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..11306e9812f5e9ca8bdb2f425a36a94068255934 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_13/index_tensor([8490, 8490])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, close-up shot, captured at a high frame rate, captures a solemn moment within an ancient commander's tent. The sole source of warm light comes from a bronze candlestick on a table, its flickering flame casting an unpredictable, dynamic play of light and shadow. A dashing Confucian general, clad in a dark silk robe and a scuffed leather armor, leans semi-recumbent before a large wooden table, one elbow resting on the surface, the other hand unconsciously resting on a nearby map scroll. The candlelight precisely outlines his sharp profile—a prominent nose, tightly pursed lips, and a slightly furrowed brow—as if he were lost in deep strategic contemplation. Within the frame, a few stray strands of his jet-black bun tremble subtly. Countless tiny particles of dust in the air drift and swirl slowly in the beam of light, each particle distinct and visible, as if time were stretched to its limit. The entire scene is dominated by warm golden light and deep shadows, creating an atmosphere of extreme concentration, loneliness and a quiet atmosphere full of great pressure.", + "seed": 30295, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_13/index_8490_seed_30295_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02635742397978902, + "vlm_logprob": -0.02635742397978902, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.02635742397978902, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow, close-up view of a Confucian general in an ancient commander's tent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing a dark silk robe and scuffed leather armor while leaning semi-recumbent on a wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit primarily by a single bronze candlestick with a flickering flame casting dynamic light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible details of the general's face (sharp profile, prominent nose, pursed lips, furrowed brow) and his jet-black bun strands present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny dust particles visible drifting and swirling slowly in the beam of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016564110293984413 + ], + "opposite_logprob_tokens": [ + -4.141563892364502 + ], + "logprob_reward": -0.016564110293984413, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016564110293984413, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20421677827835083, + 0.06320444494485855, + 0.08204692602157593, + 0.07412409782409668, + 0.030653752386569977, + 0.03160995617508888, + 0.06367257237434387, + 0.21540473401546478, + 0.08752162009477615, + 0.14754512906074524 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.016564110293984413 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow, close-up view of a Confucian general in an ancient commander's tent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing a dark silk robe and scuffed leather armor while leaning semi-recumbent on a wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit primarily by a single bronze candlestick with a flickering flame casting dynamic light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible details of the general's face (sharp profile, prominent nose, pursed lips, furrowed brow) and his jet-black bun strands present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny dust particles visible drifting and swirling slowly in the beam of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016081036999821663 + ], + "opposite_logprob_tokens": [ + -4.141080856323242 + ], + "logprob_reward": -0.016081036999821663, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016081036999821663, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20259179174900055, + 0.1497451364994049, + 0.10979591310024261, + 0.06839814782142639, + 0.05205921083688736, + 0.06785043329000473, + 0.05709157511591911, + 0.1216992512345314, + 0.06131371483206749, + 0.10945478081703186 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.016081036999821663 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow, close-up view of a Confucian general in an ancient commander's tent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing a dark silk robe and scuffed leather armor while leaning semi-recumbent on a wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit primarily by a single bronze candlestick with a flickering flame casting dynamic light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible details of the general's face (sharp profile, prominent nose, pursed lips, furrowed brow) and his jet-black bun strands present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny dust particles visible drifting and swirling slowly in the beam of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004098231438547373 + ], + "opposite_logprob_tokens": [ + -5.504098415374756 + ], + "logprob_reward": -0.004098231438547373, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004098231438547373, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11786490678787231, + 0.3896501362323761, + 0.091987244784832, + 0.1062794104218483, + 0.04191021993756294, + 0.03465329855680466, + 0.022754471749067307, + 0.07582796365022659, + 0.05957050621509552, + 0.05950181931257248 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.004098231438547373 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow, close-up view of a Confucian general in an ancient commander's tent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing a dark silk robe and scuffed leather armor while leaning semi-recumbent on a wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit primarily by a single bronze candlestick with a flickering flame casting dynamic light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible details of the general's face (sharp profile, prominent nose, pursed lips, furrowed brow) and his jet-black bun strands present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny dust particles visible drifting and swirling slowly in the beam of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016079746186733246 + ], + "opposite_logprob_tokens": [ + -4.141079902648926 + ], + "logprob_reward": -0.016079746186733246, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016079746186733246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24978873133659363, + 0.1760791838169098, + 0.07548432797193527, + 0.06842707097530365, + 0.12034537643194199, + 0.0537477470934391, + 0.09001970291137695, + 0.05760714411735535, + 0.04189383611083031, + 0.06660691648721695 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.016079746186733246 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow, close-up view of a Confucian general in an ancient commander's tent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing a dark silk robe and scuffed leather armor while leaning semi-recumbent on a wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit primarily by a single bronze candlestick with a flickering flame casting dynamic light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible details of the general's face (sharp profile, prominent nose, pursed lips, furrowed brow) and his jet-black bun strands present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny dust particles visible drifting and swirling slowly in the beam of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0789639949798584 + ], + "opposite_logprob_tokens": [ + -2.5789639949798584 + ], + "logprob_reward": -0.0789639949798584, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0789639949798584, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2838258743286133, + 0.0782243013381958, + 0.07263285666704178, + 0.09329890459775925, + 0.06165232136845589, + 0.07181572169065475, + 0.06376456469297409, + 0.09008333086967468, + 0.11971759051084518, + 0.06498448550701141 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.0789639949798584 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, close-up shot, captured at a high frame rate, captures a solemn moment within an ancient commander's tent. The sole source of warm light comes from a bronze candlestick on a table, its flickering flame casting an unpredictable, dynamic play of light and shadow. A dashing Confucian general, clad in a dark silk robe and a scuffed leather armor, leans semi-recumbent before a large wooden table, one elbow resting on the surface, the other hand unconsciously resting on a nearby map scroll. The candlelight precisely outlines his sharp profile—a prominent nose, tightly pursed lips, and a slightly furrowed brow—as if he were lost in deep strategic contemplation. Within the frame, a few stray strands of his jet-black bun tremble subtly. Countless tiny particles of dust in the air drift and swirl slowly in the beam of light, each particle distinct and visible, as if time were stretched to its limit. The entire scene is dominated by warm golden light and deep shadows, creating an atmosphere of extreme concentration, loneliness and a quiet atmosphere full of great pressure.", + "seed": 30296, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_13/index_8490_seed_30296_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03282670211046934, + "vlm_logprob": -0.03282670211046934, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.03282670211046934, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow, close-up view of a Confucian general in an ancient commander's tent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing a dark silk robe and scuffed leather armor while leaning semi-recumbent on a wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit primarily by a single bronze candlestick with a flickering flame casting dynamic light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible details of the general's face (sharp profile, prominent nose, pursed lips, furrowed brow) and his jet-black bun strands present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny dust particles visible drifting and swirling slowly in the beam of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07242416590452194 + ], + "opposite_logprob_tokens": [ + -2.6974241733551025 + ], + "logprob_reward": -0.07242416590452194, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07242416590452194, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33547404408454895, + 0.06032818928360939, + 0.039837222546339035, + 0.06866829842329025, + 0.03766971826553345, + 0.04970652237534523, + 0.06246292218565941, + 0.16850687563419342, + 0.032343532890081406, + 0.14500270783901215 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.07242416590452194 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow, close-up view of a Confucian general in an ancient commander's tent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing a dark silk robe and scuffed leather armor while leaning semi-recumbent on a wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit primarily by a single bronze candlestick with a flickering flame casting dynamic light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible details of the general's face (sharp profile, prominent nose, pursed lips, furrowed brow) and his jet-black bun strands present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny dust particles visible drifting and swirling slowly in the beam of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007640897762030363 + ], + "opposite_logprob_tokens": [ + -4.882640838623047 + ], + "logprob_reward": -0.007640897762030363, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007640897762030363, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2674214839935303, + 0.14161629974842072, + 0.06419229507446289, + 0.0685705691576004, + 0.05278633162379265, + 0.07161638885736465, + 0.08503508567810059, + 0.06943728029727936, + 0.06589855998754501, + 0.11342570930719376 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.007640897762030363 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow, close-up view of a Confucian general in an ancient commander's tent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing a dark silk robe and scuffed leather armor while leaning semi-recumbent on a wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit primarily by a single bronze candlestick with a flickering flame casting dynamic light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible details of the general's face (sharp profile, prominent nose, pursed lips, furrowed brow) and his jet-black bun strands present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny dust particles visible drifting and swirling slowly in the beam of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005953436251729727 + ], + "opposite_logprob_tokens": [ + -5.130953311920166 + ], + "logprob_reward": -0.005953436251729727, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005953436251729727, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3032884895801544, + 0.1082400307059288, + 0.15511402487754822, + 0.06094370409846306, + 0.0673673152923584, + 0.03877965733408928, + 0.07008176296949387, + 0.05699370428919792, + 0.07931700348854065, + 0.05987434834241867 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.005953436251729727 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow, close-up view of a Confucian general in an ancient commander's tent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing a dark silk robe and scuffed leather armor while leaning semi-recumbent on a wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit primarily by a single bronze candlestick with a flickering flame casting dynamic light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible details of the general's face (sharp profile, prominent nose, pursed lips, furrowed brow) and his jet-black bun strands present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny dust particles visible drifting and swirling slowly in the beam of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016084203496575356 + ], + "opposite_logprob_tokens": [ + -4.14108419418335 + ], + "logprob_reward": -0.016084203496575356, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016084203496575356, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34646710753440857, + 0.07415308058261871, + 0.038798920810222626, + 0.03939506784081459, + 0.037383850663900375, + 0.044574011117219925, + 0.042635828256607056, + 0.04463600739836693, + 0.04479740560054779, + 0.28715863823890686 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.016084203496575356 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow, close-up view of a Confucian general in an ancient commander's tent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing a dark silk robe and scuffed leather armor while leaning semi-recumbent on a wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit primarily by a single bronze candlestick with a flickering flame casting dynamic light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible details of the general's face (sharp profile, prominent nose, pursed lips, furrowed brow) and his jet-black bun strands present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny dust particles visible drifting and swirling slowly in the beam of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06203080713748932 + ], + "opposite_logprob_tokens": [ + -2.812030792236328 + ], + "logprob_reward": -0.06203080713748932, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06203080713748932, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24936546385288239, + 0.09556731581687927, + 0.2477276772260666, + 0.07446958124637604, + 0.05090779438614845, + 0.035622648894786835, + 0.03543628379702568, + 0.034147486090660095, + 0.07634620368480682, + 0.10040956735610962 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.06203080713748932 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, close-up shot, captured at a high frame rate, captures a solemn moment within an ancient commander's tent. The sole source of warm light comes from a bronze candlestick on a table, its flickering flame casting an unpredictable, dynamic play of light and shadow. A dashing Confucian general, clad in a dark silk robe and a scuffed leather armor, leans semi-recumbent before a large wooden table, one elbow resting on the surface, the other hand unconsciously resting on a nearby map scroll. The candlelight precisely outlines his sharp profile—a prominent nose, tightly pursed lips, and a slightly furrowed brow—as if he were lost in deep strategic contemplation. Within the frame, a few stray strands of his jet-black bun tremble subtly. Countless tiny particles of dust in the air drift and swirl slowly in the beam of light, each particle distinct and visible, as if time were stretched to its limit. The entire scene is dominated by warm golden light and deep shadows, creating an atmosphere of extreme concentration, loneliness and a quiet atmosphere full of great pressure.", + "seed": 30297, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_13/index_8490_seed_30297_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.017900316626764834, + "vlm_logprob": -0.017900316626764834, + "vlm_yes_no_margin": 4.5, + "vlm_token_credit": -0.017900316626764834, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow, close-up view of a Confucian general in an ancient commander's tent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing a dark silk robe and scuffed leather armor while leaning semi-recumbent on a wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit primarily by a single bronze candlestick with a flickering flame casting dynamic light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible details of the general's face (sharp profile, prominent nose, pursed lips, furrowed brow) and his jet-black bun strands present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny dust particles visible drifting and swirling slowly in the beam of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030965842306613922 + ], + "opposite_logprob_tokens": [ + -3.530965805053711 + ], + "logprob_reward": -0.030965842306613922, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.030965842306613922, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3737545311450958, + 0.14220847189426422, + 0.12223590910434723, + 0.05602880194783211, + 0.02991448901593685, + 0.024421818554401398, + 0.03333489969372749, + 0.10503587126731873, + 0.054228588938713074, + 0.058836646378040314 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.030965842306613922 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow, close-up view of a Confucian general in an ancient commander's tent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing a dark silk robe and scuffed leather armor while leaning semi-recumbent on a wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit primarily by a single bronze candlestick with a flickering flame casting dynamic light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible details of the general's face (sharp profile, prominent nose, pursed lips, furrowed brow) and his jet-black bun strands present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny dust particles visible drifting and swirling slowly in the beam of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005961020477116108 + ], + "opposite_logprob_tokens": [ + -5.130960941314697 + ], + "logprob_reward": -0.005961020477116108, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005961020477116108, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2926006317138672, + 0.105326347053051, + 0.20578056573867798, + 0.100616954267025, + 0.01968580111861229, + 0.020430224016308784, + 0.02683863416314125, + 0.08426204323768616, + 0.055246252566576004, + 0.08921248465776443 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.005961020477116108 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow, close-up view of a Confucian general in an ancient commander's tent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing a dark silk robe and scuffed leather armor while leaning semi-recumbent on a wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit primarily by a single bronze candlestick with a flickering flame casting dynamic light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible details of the general's face (sharp profile, prominent nose, pursed lips, furrowed brow) and his jet-black bun strands present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny dust particles visible drifting and swirling slowly in the beam of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001943843555636704 + ], + "opposite_logprob_tokens": [ + -6.251944065093994 + ], + "logprob_reward": -0.001943843555636704, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.001943843555636704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21143870055675507, + 0.2038596272468567, + 0.04107975587248802, + 0.09405921399593353, + 0.06101185083389282, + 0.02642819657921791, + 0.06617747247219086, + 0.12544232606887817, + 0.1318010687828064, + 0.038701724261045456 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.001943843555636704 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow, close-up view of a Confucian general in an ancient commander's tent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing a dark silk robe and scuffed leather armor while leaning semi-recumbent on a wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit primarily by a single bronze candlestick with a flickering flame casting dynamic light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible details of the general's face (sharp profile, prominent nose, pursed lips, furrowed brow) and his jet-black bun strands present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny dust particles visible drifting and swirling slowly in the beam of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012546772137284279 + ], + "opposite_logprob_tokens": [ + -4.387546539306641 + ], + "logprob_reward": -0.012546772137284279, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012546772137284279, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20684745907783508, + 0.09156128019094467, + 0.22955282032489777, + 0.09159880876541138, + 0.0411885604262352, + 0.0420682467520237, + 0.044123969972133636, + 0.051910992711782455, + 0.10841835290193558, + 0.09272953122854233 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.012546772137284279 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow, close-up view of a Confucian general in an ancient commander's tent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing a dark silk robe and scuffed leather armor while leaning semi-recumbent on a wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit primarily by a single bronze candlestick with a flickering flame casting dynamic light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible details of the general's face (sharp profile, prominent nose, pursed lips, furrowed brow) and his jet-black bun strands present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny dust particles visible drifting and swirling slowly in the beam of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03808410465717316 + ], + "opposite_logprob_tokens": [ + -3.288084030151367 + ], + "logprob_reward": -0.03808410465717316, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03808410465717316, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2787852883338928, + 0.05570920184254646, + 0.17741556465625763, + 0.07850037515163422, + 0.04005107656121254, + 0.04094051942229271, + 0.08022603392601013, + 0.07337679713964462, + 0.10021932423114777, + 0.07477583736181259 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.03808410465717316 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, close-up shot, captured at a high frame rate, captures a solemn moment within an ancient commander's tent. The sole source of warm light comes from a bronze candlestick on a table, its flickering flame casting an unpredictable, dynamic play of light and shadow. A dashing Confucian general, clad in a dark silk robe and a scuffed leather armor, leans semi-recumbent before a large wooden table, one elbow resting on the surface, the other hand unconsciously resting on a nearby map scroll. The candlelight precisely outlines his sharp profile—a prominent nose, tightly pursed lips, and a slightly furrowed brow—as if he were lost in deep strategic contemplation. Within the frame, a few stray strands of his jet-black bun tremble subtly. Countless tiny particles of dust in the air drift and swirl slowly in the beam of light, each particle distinct and visible, as if time were stretched to its limit. The entire scene is dominated by warm golden light and deep shadows, creating an atmosphere of extreme concentration, loneliness and a quiet atmosphere full of great pressure.", + "seed": 30298, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_13/index_8490_seed_30298_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.019859426748007537, + "vlm_logprob": -0.019859426748007537, + "vlm_yes_no_margin": 4.375, + "vlm_token_credit": -0.019859426748007537, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow, close-up view of a Confucian general in an ancient commander's tent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing a dark silk robe and scuffed leather armor while leaning semi-recumbent on a wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit primarily by a single bronze candlestick with a flickering flame casting dynamic light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible details of the general's face (sharp profile, prominent nose, pursed lips, furrowed brow) and his jet-black bun strands present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny dust particles visible drifting and swirling slowly in the beam of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027672331780195236 + ], + "opposite_logprob_tokens": [ + -3.652672290802002 + ], + "logprob_reward": -0.027672331780195236, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.027672331780195236, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2788917124271393, + 0.07071121037006378, + 0.04572683945298195, + 0.031938228756189346, + 0.0995008647441864, + 0.03386089578270912, + 0.07035286724567413, + 0.07330825179815292, + 0.16241320967674255, + 0.1332959085702896 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.027672331780195236 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow, close-up view of a Confucian general in an ancient commander's tent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing a dark silk robe and scuffed leather armor while leaning semi-recumbent on a wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit primarily by a single bronze candlestick with a flickering flame casting dynamic light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible details of the general's face (sharp profile, prominent nose, pursed lips, furrowed brow) and his jet-black bun strands present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny dust particles visible drifting and swirling slowly in the beam of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005960072390735149 + ], + "opposite_logprob_tokens": [ + -5.130959987640381 + ], + "logprob_reward": -0.005960072390735149, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005960072390735149, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.353258341550827, + 0.14504040777683258, + 0.08088306337594986, + 0.05012267455458641, + 0.09397727996110916, + 0.06070783734321594, + 0.07739991694688797, + 0.07134895026683807, + 0.030244505032896996, + 0.037016984075307846 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.005960072390735149 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow, close-up view of a Confucian general in an ancient commander's tent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing a dark silk robe and scuffed leather armor while leaning semi-recumbent on a wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit primarily by a single bronze candlestick with a flickering flame casting dynamic light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible details of the general's face (sharp profile, prominent nose, pursed lips, furrowed brow) and his jet-black bun strands present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny dust particles visible drifting and swirling slowly in the beam of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028219898231327534 + ], + "opposite_logprob_tokens": [ + -5.877821922302246 + ], + "logprob_reward": -0.0028219898231327534, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028219898231327534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20000037550926208, + 0.04769463464617729, + 0.02338947169482708, + 0.0541716031730175, + 0.05291665717959404, + 0.15326441824436188, + 0.11008943617343903, + 0.026243727654218674, + 0.25454655289649963, + 0.07768315821886063 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.0028219898231327534 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow, close-up view of a Confucian general in an ancient commander's tent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing a dark silk robe and scuffed leather armor while leaning semi-recumbent on a wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit primarily by a single bronze candlestick with a flickering flame casting dynamic light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible details of the general's face (sharp profile, prominent nose, pursed lips, furrowed brow) and his jet-black bun strands present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny dust particles visible drifting and swirling slowly in the beam of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014206582680344582 + ], + "opposite_logprob_tokens": [ + -4.264206409454346 + ], + "logprob_reward": -0.014206582680344582, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014206582680344582, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32665449380874634, + 0.12953105568885803, + 0.051818445324897766, + 0.05714782327413559, + 0.0660569965839386, + 0.0853133499622345, + 0.057519447058439255, + 0.052061159163713455, + 0.021187786012887955, + 0.1527094691991806 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.014206582680344582 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow, close-up view of a Confucian general in an ancient commander's tent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing a dark silk robe and scuffed leather armor while leaning semi-recumbent on a wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit primarily by a single bronze candlestick with a flickering flame casting dynamic light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible details of the general's face (sharp profile, prominent nose, pursed lips, furrowed brow) and his jet-black bun strands present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny dust particles visible drifting and swirling slowly in the beam of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04863615706562996 + ], + "opposite_logprob_tokens": [ + -3.0486361980438232 + ], + "logprob_reward": -0.04863615706562996, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04863615706562996, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2010185718536377, + 0.11175290495157242, + 0.02642938122153282, + 0.0385253019630909, + 0.06230451911687851, + 0.05844375863671303, + 0.06394719332456589, + 0.05987513065338135, + 0.04824187979102135, + 0.32946133613586426 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.04863615706562996 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_14/index_tensor([2053, 2053])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_14/index_tensor([2053, 2053])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..f03b5aecba225c2eb2e143b1dde0f5520ef1bce2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_14/index_tensor([2053, 2053])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up static shot from a slightly elevated angle captures a silver metal key resting motionless on the dark gray, finely textured plastic of a car's center console. The soft, cool sunlight filtering through the side windows casts subtle highlights on the key's worn metal edges and creates deep micro-shadows within the texture of the console. Without warning, the surface beneath the key experiences a sudden, violent vibration, jerking it upward several millimeters. For a moment, it hangs suspended in mid-air before clanking back down, landing awkwardly on the edge. The force of the impact immediately sends it sliding precariously across the console, the blade rotating slightly as it glides. The friction of the textured surface quickly saps its momentum, bringing the key to an abrupt and still stop in its new position. The entire sequence conveys a brief, restrained moment of intense physical disruption.", + "seed": 27058, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_14/index_2053_seed_27058_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.08219569092616438, + "vlm_logprob": -0.08219569092616438, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.08219569092616438, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a silver metal key on a dark gray, textured plastic car center console?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly elevated and static throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does soft, cool sunlight filter through side windows, creating highlights on the key and deep micro-shadows in the console texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the key suddenly vibrate upward, hang suspended in mid-air, and then clank back down to slide across the console?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the key rotate slightly while sliding and come to an abrupt, still stop due to friction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012696975842118263 + ], + "opposite_logprob_tokens": [ + -5.012696743011475 + ], + "logprob_reward": -0.012696975842118263, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.012696975842118263, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11569594591856003, + 0.193032369017601, + 0.18706463277339935, + 0.14464351534843445, + 0.040747057646512985, + 0.058604221791028976, + 0.07534745335578918, + 0.09733976423740387, + 0.03157346695661545, + 0.05595157667994499 + ], + "top_frames": [ + 1, + 2, + 3 + ], + "selected_reward": -0.012696975842118263 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a silver metal key on a dark gray, textured plastic car center console?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly elevated and static throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does soft, cool sunlight filter through side windows, creating highlights on the key and deep micro-shadows in the console texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the key suddenly vibrate upward, hang suspended in mid-air, and then clank back down to slide across the console?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the key rotate slightly while sliding and come to an abrupt, still stop due to friction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10033425688743591 + ], + "opposite_logprob_tokens": [ + -2.3503341674804688 + ], + "logprob_reward": -0.10033425688743591, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10033425688743591, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0998724102973938, + 0.16085749864578247, + 0.21630685031414032, + 0.14258791506290436, + 0.1174415796995163, + 0.04810203239321709, + 0.046850744634866714, + 0.07888256013393402, + 0.047729816287755966, + 0.04136860370635986 + ], + "top_frames": [ + 2, + 1, + 3 + ], + "selected_reward": -0.10033425688743591 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a silver metal key on a dark gray, textured plastic car center console?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly elevated and static throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does soft, cool sunlight filter through side windows, creating highlights on the key and deep micro-shadows in the console texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the key suddenly vibrate upward, hang suspended in mid-air, and then clank back down to slide across the console?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the key rotate slightly while sliding and come to an abrupt, still stop due to friction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006759752053767443 + ], + "opposite_logprob_tokens": [ + -5.0067596435546875 + ], + "logprob_reward": -0.006759752053767443, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006759752053767443, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17407873272895813, + 0.1084725633263588, + 0.0546935610473156, + 0.25906646251678467, + 0.1353272944688797, + 0.09191030263900757, + 0.07963208109140396, + 0.031657446175813675, + 0.04070620611310005, + 0.024455323815345764 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.006759752053767443 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a silver metal key on a dark gray, textured plastic car center console?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly elevated and static throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does soft, cool sunlight filter through side windows, creating highlights on the key and deep micro-shadows in the console texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the key suddenly vibrate upward, hang suspended in mid-air, and then clank back down to slide across the console?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the key rotate slightly while sliding and come to an abrupt, still stop due to friction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28138965368270874 + ], + "opposite_logprob_tokens": [ + -1.4063897132873535 + ], + "logprob_reward": -0.28138965368270874, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28138965368270874, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15610390901565552, + 0.07020830363035202, + 0.16452597081661224, + 0.1184183731675148, + 0.05780946835875511, + 0.23449914157390594, + 0.10498631745576859, + 0.04894959554076195, + 0.02902589552104473, + 0.015473064966499805 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.28138965368270874 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a silver metal key on a dark gray, textured plastic car center console?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly elevated and static throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does soft, cool sunlight filter through side windows, creating highlights on the key and deep micro-shadows in the console texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the key suddenly vibrate upward, hang suspended in mid-air, and then clank back down to slide across the console?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the key rotate slightly while sliding and come to an abrupt, still stop due to friction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009797816164791584 + ], + "opposite_logprob_tokens": [ + -4.634798049926758 + ], + "logprob_reward": -0.009797816164791584, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009797816164791584, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12751001119613647, + 0.09980040043592453, + 0.1543283611536026, + 0.17355963587760925, + 0.08064423501491547, + 0.08616754412651062, + 0.05228576436638832, + 0.06485847383737564, + 0.11668701469898224, + 0.04415850713849068 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.009797816164791584 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up static shot from a slightly elevated angle captures a silver metal key resting motionless on the dark gray, finely textured plastic of a car's center console. The soft, cool sunlight filtering through the side windows casts subtle highlights on the key's worn metal edges and creates deep micro-shadows within the texture of the console. Without warning, the surface beneath the key experiences a sudden, violent vibration, jerking it upward several millimeters. For a moment, it hangs suspended in mid-air before clanking back down, landing awkwardly on the edge. The force of the impact immediately sends it sliding precariously across the console, the blade rotating slightly as it glides. The friction of the textured surface quickly saps its momentum, bringing the key to an abrupt and still stop in its new position. The entire sequence conveys a brief, restrained moment of intense physical disruption.", + "seed": 27059, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_14/index_2053_seed_27059_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1466152754612267, + "vlm_logprob": -0.1466152754612267, + "vlm_yes_no_margin": 3.000000023841858, + "vlm_token_credit": -0.1466152754612267, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a silver metal key on a dark gray, textured plastic car center console?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly elevated and static throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does soft, cool sunlight filter through side windows, creating highlights on the key and deep micro-shadows in the console texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the key suddenly vibrate upward, hang suspended in mid-air, and then clank back down to slide across the console?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the key rotate slightly while sliding and come to an abrupt, still stop due to friction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05055694282054901 + ], + "opposite_logprob_tokens": [ + -3.1755568981170654 + ], + "logprob_reward": -0.05055694282054901, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.05055694282054901, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20505675673484802, + 0.05760815367102623, + 0.0485762320458889, + 0.08078368008136749, + 0.0805363655090332, + 0.34063637256622314, + 0.048750076442956924, + 0.0312778502702713, + 0.08752293139696121, + 0.019251570105552673 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.05055694282054901 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a silver metal key on a dark gray, textured plastic car center console?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly elevated and static throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does soft, cool sunlight filter through side windows, creating highlights on the key and deep micro-shadows in the console texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the key suddenly vibrate upward, hang suspended in mid-air, and then clank back down to slide across the console?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the key rotate slightly while sliding and come to an abrupt, still stop due to friction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14284364879131317 + ], + "opposite_logprob_tokens": [ + -2.017843723297119 + ], + "logprob_reward": -0.14284364879131317, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14284364879131317, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06298397481441498, + 0.10587316751480103, + 0.03489438071846962, + 0.03708668053150177, + 0.031587760895490646, + 0.126496821641922, + 0.08409903198480606, + 0.4501526951789856, + 0.025825370103120804, + 0.0410001240670681 + ], + "top_frames": [ + 7, + 5, + 1 + ], + "selected_reward": -0.14284364879131317 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a silver metal key on a dark gray, textured plastic car center console?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly elevated and static throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does soft, cool sunlight filter through side windows, creating highlights on the key and deep micro-shadows in the console texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the key suddenly vibrate upward, hang suspended in mid-air, and then clank back down to slide across the console?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the key rotate slightly while sliding and come to an abrupt, still stop due to friction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007653319742530584 + ], + "opposite_logprob_tokens": [ + -4.88265323638916 + ], + "logprob_reward": -0.007653319742530584, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007653319742530584, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11991757899522781, + 0.04825771972537041, + 0.0606103353202343, + 0.04031891003251076, + 0.08123181015253067, + 0.1382448822259903, + 0.1473838984966278, + 0.21580949425697327, + 0.07127342373132706, + 0.07695196568965912 + ], + "top_frames": [ + 7, + 6, + 5 + ], + "selected_reward": -0.007653319742530584 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a silver metal key on a dark gray, textured plastic car center console?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly elevated and static throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does soft, cool sunlight filter through side windows, creating highlights on the key and deep micro-shadows in the console texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the key suddenly vibrate upward, hang suspended in mid-air, and then clank back down to slide across the console?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the key rotate slightly while sliding and come to an abrupt, still stop due to friction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233676433563232 + ], + "opposite_logprob_tokens": [ + -0.8983676433563232 + ], + "logprob_reward": -0.5233676433563232, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233676433563232, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18178027868270874, + 0.0639890730381012, + 0.027150794863700867, + 0.07601747661828995, + 0.04246215149760246, + 0.058135226368904114, + 0.15679894387722015, + 0.3387695550918579, + 0.033767540007829666, + 0.021128984168171883 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.5233676433563232 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a silver metal key on a dark gray, textured plastic car center console?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly elevated and static throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does soft, cool sunlight filter through side windows, creating highlights on the key and deep micro-shadows in the console texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the key suddenly vibrate upward, hang suspended in mid-air, and then clank back down to slide across the console?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the key rotate slightly while sliding and come to an abrupt, still stop due to friction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0086548225954175 + ], + "opposite_logprob_tokens": [ + -4.758654594421387 + ], + "logprob_reward": -0.0086548225954175, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.0086548225954175, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2329125851392746, + 0.10863327980041504, + 0.04405106604099274, + 0.08086882531642914, + 0.04294458031654358, + 0.078987255692482, + 0.08646358549594879, + 0.16290347278118134, + 0.048517730087041855, + 0.11371756345033646 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.0086548225954175 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up static shot from a slightly elevated angle captures a silver metal key resting motionless on the dark gray, finely textured plastic of a car's center console. The soft, cool sunlight filtering through the side windows casts subtle highlights on the key's worn metal edges and creates deep micro-shadows within the texture of the console. Without warning, the surface beneath the key experiences a sudden, violent vibration, jerking it upward several millimeters. For a moment, it hangs suspended in mid-air before clanking back down, landing awkwardly on the edge. The force of the impact immediately sends it sliding precariously across the console, the blade rotating slightly as it glides. The friction of the textured surface quickly saps its momentum, bringing the key to an abrupt and still stop in its new position. The entire sequence conveys a brief, restrained moment of intense physical disruption.", + "seed": 27060, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_14/index_2053_seed_27060_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03095898302271962, + "vlm_logprob": -0.03095898302271962, + "vlm_yes_no_margin": 4.125, + "vlm_token_credit": -0.03095898302271962, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a silver metal key on a dark gray, textured plastic car center console?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly elevated and static throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does soft, cool sunlight filter through side windows, creating highlights on the key and deep micro-shadows in the console texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the key suddenly vibrate upward, hang suspended in mid-air, and then clank back down to slide across the console?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the key rotate slightly while sliding and come to an abrupt, still stop due to friction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029239172115921974 + ], + "opposite_logprob_tokens": [ + -4.029239177703857 + ], + "logprob_reward": -0.029239172115921974, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.029239172115921974, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28015246987342834, + 0.037483569234609604, + 0.22888165712356567, + 0.04437226057052612, + 0.05646366626024246, + 0.05292566865682602, + 0.16945314407348633, + 0.05777458846569061, + 0.019534792751073837, + 0.05295820161700249 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.029239172115921974 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a silver metal key on a dark gray, textured plastic car center console?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly elevated and static throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does soft, cool sunlight filter through side windows, creating highlights on the key and deep micro-shadows in the console texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the key suddenly vibrate upward, hang suspended in mid-air, and then clank back down to slide across the console?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the key rotate slightly while sliding and come to an abrupt, still stop due to friction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062085818499326706 + ], + "opposite_logprob_tokens": [ + -2.8120858669281006 + ], + "logprob_reward": -0.062085818499326706, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062085818499326706, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.175392284989357, + 0.11854462325572968, + 0.08364637941122055, + 0.09476375579833984, + 0.06023840606212616, + 0.1323350965976715, + 0.07755966484546661, + 0.10680393129587173, + 0.0637461468577385, + 0.08696973323822021 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.062085818499326706 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a silver metal key on a dark gray, textured plastic car center console?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly elevated and static throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does soft, cool sunlight filter through side windows, creating highlights on the key and deep micro-shadows in the console texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the key suddenly vibrate upward, hang suspended in mid-air, and then clank back down to slide across the console?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the key rotate slightly while sliding and come to an abrupt, still stop due to friction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032088477164506912 + ], + "opposite_logprob_tokens": [ + -5.753208637237549 + ], + "logprob_reward": -0.0032088477164506912, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032088477164506912, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5470143556594849, + 0.10969362407922745, + 0.03990111127495766, + 0.0326085239648819, + 0.07669712603092194, + 0.043573908507823944, + 0.039854735136032104, + 0.028743118047714233, + 0.027936886996030807, + 0.05397655814886093 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.0032088477164506912 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a silver metal key on a dark gray, textured plastic car center console?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly elevated and static throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does soft, cool sunlight filter through side windows, creating highlights on the key and deep micro-shadows in the console texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the key suddenly vibrate upward, hang suspended in mid-air, and then clank back down to slide across the console?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the key rotate slightly while sliding and come to an abrupt, still stop due to friction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054996609687805176 + ], + "opposite_logprob_tokens": [ + -2.9299964904785156 + ], + "logprob_reward": -0.054996609687805176, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054996609687805176, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12110944837331772, + 0.05571430176496506, + 0.07261980324983597, + 0.1739465892314911, + 0.051431551575660706, + 0.0872289165854454, + 0.22713279724121094, + 0.07740351557731628, + 0.09266670048236847, + 0.040746405720710754 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.054996609687805176 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a silver metal key on a dark gray, textured plastic car center console?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly elevated and static throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does soft, cool sunlight filter through side windows, creating highlights on the key and deep micro-shadows in the console texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the key suddenly vibrate upward, hang suspended in mid-air, and then clank back down to slide across the console?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the key rotate slightly while sliding and come to an abrupt, still stop due to friction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005264467094093561 + ], + "opposite_logprob_tokens": [ + -5.2552642822265625 + ], + "logprob_reward": -0.005264467094093561, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005264467094093561, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22699826955795288, + 0.056289754807949066, + 0.09631633758544922, + 0.058459654450416565, + 0.09013707935810089, + 0.08925674855709076, + 0.13859647512435913, + 0.05226870998740196, + 0.0702938437461853, + 0.12138313055038452 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.005264467094093561 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up static shot from a slightly elevated angle captures a silver metal key resting motionless on the dark gray, finely textured plastic of a car's center console. The soft, cool sunlight filtering through the side windows casts subtle highlights on the key's worn metal edges and creates deep micro-shadows within the texture of the console. Without warning, the surface beneath the key experiences a sudden, violent vibration, jerking it upward several millimeters. For a moment, it hangs suspended in mid-air before clanking back down, landing awkwardly on the edge. The force of the impact immediately sends it sliding precariously across the console, the blade rotating slightly as it glides. The friction of the textured surface quickly saps its momentum, bringing the key to an abrupt and still stop in its new position. The entire sequence conveys a brief, restrained moment of intense physical disruption.", + "seed": 27061, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_14/index_2053_seed_27061_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07729524439200759, + "vlm_logprob": -0.07729524439200759, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.07729524439200759, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a silver metal key on a dark gray, textured plastic car center console?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly elevated and static throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does soft, cool sunlight filter through side windows, creating highlights on the key and deep micro-shadows in the console texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the key suddenly vibrate upward, hang suspended in mid-air, and then clank back down to slide across the console?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the key rotate slightly while sliding and come to an abrupt, still stop due to friction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029267769306898117 + ], + "opposite_logprob_tokens": [ + -4.02926778793335 + ], + "logprob_reward": -0.029267769306898117, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.029267769306898117, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06888794898986816, + 0.06563462316989899, + 0.049182649701833725, + 0.07844015210866928, + 0.0196075402200222, + 0.07641569525003433, + 0.07443319261074066, + 0.4396859109401703, + 0.09441733360290527, + 0.03329499810934067 + ], + "top_frames": [ + 7, + 8, + 3 + ], + "selected_reward": -0.029267769306898117 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a silver metal key on a dark gray, textured plastic car center console?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly elevated and static throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does soft, cool sunlight filter through side windows, creating highlights on the key and deep micro-shadows in the console texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the key suddenly vibrate upward, hang suspended in mid-air, and then clank back down to slide across the console?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the key rotate slightly while sliding and come to an abrupt, still stop due to friction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11300145089626312 + ], + "opposite_logprob_tokens": [ + -2.2380013465881348 + ], + "logprob_reward": -0.11300145089626312, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11300145089626312, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03908291086554527, + 0.0370708703994751, + 0.010736689902842045, + 0.021047580987215042, + 0.016309866681694984, + 0.029700992628932, + 0.020727090537548065, + 0.7106403708457947, + 0.03849584236741066, + 0.07618774473667145 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.11300145089626312 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a silver metal key on a dark gray, textured plastic car center console?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly elevated and static throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does soft, cool sunlight filter through side windows, creating highlights on the key and deep micro-shadows in the console texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the key suddenly vibrate upward, hang suspended in mid-air, and then clank back down to slide across the console?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the key rotate slightly while sliding and come to an abrupt, still stop due to friction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012591153383255005 + ], + "opposite_logprob_tokens": [ + -4.387591361999512 + ], + "logprob_reward": -0.012591153383255005, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012591153383255005, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04857897013425827, + 0.020212717354297638, + 0.014224045909941196, + 0.028822310268878937, + 0.011175530031323433, + 0.12257466465234756, + 0.021224873140454292, + 0.6454045176506042, + 0.05625694990158081, + 0.031525369733572006 + ], + "top_frames": [ + 7, + 5, + 8 + ], + "selected_reward": -0.012591153383255005 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a silver metal key on a dark gray, textured plastic car center console?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly elevated and static throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does soft, cool sunlight filter through side windows, creating highlights on the key and deep micro-shadows in the console texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the key suddenly vibrate upward, hang suspended in mid-air, and then clank back down to slide across the console?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the key rotate slightly while sliding and come to an abrupt, still stop due to friction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2256477177143097 + ], + "opposite_logprob_tokens": [ + -1.6006476879119873 + ], + "logprob_reward": -0.2256477177143097, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2256477177143097, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06845537573099136, + 0.03309817612171173, + 0.036651212722063065, + 0.17110596597194672, + 0.04083628952503204, + 0.07710003107786179, + 0.06162345036864281, + 0.44746243953704834, + 0.03732181340456009, + 0.026345230638980865 + ], + "top_frames": [ + 7, + 3, + 5 + ], + "selected_reward": -0.2256477177143097 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a silver metal key on a dark gray, textured plastic car center console?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly elevated and static throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does soft, cool sunlight filter through side windows, creating highlights on the key and deep micro-shadows in the console texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the key suddenly vibrate upward, hang suspended in mid-air, and then clank back down to slide across the console?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the key rotate slightly while sliding and come to an abrupt, still stop due to friction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00596813065931201 + ], + "opposite_logprob_tokens": [ + -5.13096809387207 + ], + "logprob_reward": -0.00596813065931201, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00596813065931201, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08238064497709274, + 0.016861790791153908, + 0.01115543395280838, + 0.02282189019024372, + 0.019797099754214287, + 0.06660816818475723, + 0.04522804170846939, + 0.666844367980957, + 0.040604498237371445, + 0.027698060497641563 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.00596813065931201 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_3/index_tensor([5440, 5440])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_3/index_tensor([5440, 5440])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..422fa8beff63f01d39db98ef954ee6d8c36fa7e1 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_3/index_tensor([5440, 5440])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "This cinematic, hyper-detailed medium close-up, filmed with high-speed photography and rendered in breathtaking slow motion, focuses on the muscular torso and shoulders of an awe-inspiring, serpentine figure. His skin is a mosaic of iridescent, scaly plates, shimmering in deep blue, purple, and emerald green. Under dramatic, high-contrast key lighting, it resembles polished obsidian, framing his powerful form against a dark, featureless background. The camera remains nearly still, allowing every ultra-detailed microscopic movement to be observed with pristine clarity as subtle ripples course through the figure's flesh. From his skin, an exotic crystal flower begins to bloom; the scales delicately part, a translucent bud emerges, and the sharp-edged, multi-faceted petals unfold one by one in a majestic, unhurried sequence. Each petal captures the dramatic light, refracting it into a thousand tiny rainbows as the flower fully opens, revealing its intricate, glowing stamen at its core, which radiates a warm golden glow and casts a soft, ethereal light across the figure's iridescent skin. The entire scene is layered with subtle film grain, enhancing the tactile quality of the distortion and creating an atmosphere of sublime, otherworldly power and beauty.", + "seed": 31136, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_3/index_5440_seed_31136_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.015257589070824907, + "vlm_logprob": -0.015257589070824907, + "vlm_yes_no_margin": 6.1, + "vlm_token_credit": -0.015257589070824907, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a muscular, serpentine figure with a torso and shoulders visible in a medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure's skin composed of iridescent, scaly plates in deep blue, purple, and emerald green colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an exotic crystal flower bloom from the figure's skin, with scales parting and petals unfolding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the blooming flower reveal a glowing stamen that radiates a warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera nearly still, allowing observation of subtle movements and microscopic details?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0041714804247021675 + ], + "opposite_logprob_tokens": [ + -5.879171371459961 + ], + "logprob_reward": -0.0041714804247021675, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0041714804247021675, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25183647871017456, + 0.050709351897239685, + 0.0669843852519989, + 0.05835720896720886, + 0.07397029548883438, + 0.06143316626548767, + 0.1004101037979126, + 0.07825134694576263, + 0.16983066499233246, + 0.08821706473827362 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.0041714804247021675 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a muscular, serpentine figure with a torso and shoulders visible in a medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure's skin composed of iridescent, scaly plates in deep blue, purple, and emerald green colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an exotic crystal flower bloom from the figure's skin, with scales parting and petals unfolding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the blooming flower reveal a glowing stamen that radiates a warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera nearly still, allowing observation of subtle movements and microscopic details?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009310677996836603 + ], + "opposite_logprob_tokens": [ + -7.000931262969971 + ], + "logprob_reward": -0.0009310677996836603, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009310677996836603, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1750539392232895, + 0.09776525944471359, + 0.06808961927890778, + 0.11539866030216217, + 0.04991241171956062, + 0.06000947207212448, + 0.053200557827949524, + 0.09975241124629974, + 0.15608640015125275, + 0.12473127245903015 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.0009310677996836603 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a muscular, serpentine figure with a torso and shoulders visible in a medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure's skin composed of iridescent, scaly plates in deep blue, purple, and emerald green colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an exotic crystal flower bloom from the figure's skin, with scales parting and petals unfolding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the blooming flower reveal a glowing stamen that radiates a warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera nearly still, allowing observation of subtle movements and microscopic details?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00044145373976789415 + ], + "opposite_logprob_tokens": [ + -7.750441551208496 + ], + "logprob_reward": -0.00044145373976789415, + "yes_no_margin_reward": 7.75, + "token_credit_reward": -0.00044145373976789415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.130761057138443, + 0.08793468773365021, + 0.08036621659994125, + 0.04296740144491196, + 0.0792306587100029, + 0.0812501609325409, + 0.07794634252786636, + 0.15078777074813843, + 0.08135286718606949, + 0.1874028593301773 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.00044145373976789415 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a muscular, serpentine figure with a torso and shoulders visible in a medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure's skin composed of iridescent, scaly plates in deep blue, purple, and emerald green colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an exotic crystal flower bloom from the figure's skin, with scales parting and petals unfolding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the blooming flower reveal a glowing stamen that radiates a warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera nearly still, allowing observation of subtle movements and microscopic details?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0007184546557255089 + ], + "opposite_logprob_tokens": [ + -7.250718593597412 + ], + "logprob_reward": -0.0007184546557255089, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.0007184546557255089, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08781890571117401, + 0.04438482224941254, + 0.0703776404261589, + 0.10383018106222153, + 0.05907248333096504, + 0.08303943276405334, + 0.22935347259044647, + 0.12078790366649628, + 0.06821449846029282, + 0.13312068581581116 + ], + "top_frames": [ + 6, + 9, + 7 + ], + "selected_reward": -0.0007184546557255089 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a muscular, serpentine figure with a torso and shoulders visible in a medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure's skin composed of iridescent, scaly plates in deep blue, purple, and emerald green colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an exotic crystal flower bloom from the figure's skin, with scales parting and petals unfolding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the blooming flower reveal a glowing stamen that radiates a warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera nearly still, allowing observation of subtle movements and microscopic details?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0700254887342453 + ], + "opposite_logprob_tokens": [ + -2.6950254440307617 + ], + "logprob_reward": -0.0700254887342453, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0700254887342453, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13925661146640778, + 0.045191746205091476, + 0.09259649366140366, + 0.15770767629146576, + 0.04869415611028671, + 0.06153237819671631, + 0.07381970435380936, + 0.12263692170381546, + 0.07534770667552948, + 0.1832166612148285 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.0700254887342453 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This cinematic, hyper-detailed medium close-up, filmed with high-speed photography and rendered in breathtaking slow motion, focuses on the muscular torso and shoulders of an awe-inspiring, serpentine figure. His skin is a mosaic of iridescent, scaly plates, shimmering in deep blue, purple, and emerald green. Under dramatic, high-contrast key lighting, it resembles polished obsidian, framing his powerful form against a dark, featureless background. The camera remains nearly still, allowing every ultra-detailed microscopic movement to be observed with pristine clarity as subtle ripples course through the figure's flesh. From his skin, an exotic crystal flower begins to bloom; the scales delicately part, a translucent bud emerges, and the sharp-edged, multi-faceted petals unfold one by one in a majestic, unhurried sequence. Each petal captures the dramatic light, refracting it into a thousand tiny rainbows as the flower fully opens, revealing its intricate, glowing stamen at its core, which radiates a warm golden glow and casts a soft, ethereal light across the figure's iridescent skin. The entire scene is layered with subtle film grain, enhancing the tactile quality of the distortion and creating an atmosphere of sublime, otherworldly power and beauty.", + "seed": 31137, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_3/index_5440_seed_31137_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.007652291003614664, + "vlm_logprob": -0.007652291003614664, + "vlm_yes_no_margin": 6.175, + "vlm_token_credit": -0.007652291003614664, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a muscular, serpentine figure with a torso and shoulders visible in a medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure's skin composed of iridescent, scaly plates in deep blue, purple, and emerald green colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an exotic crystal flower bloom from the figure's skin, with scales parting and petals unfolding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the blooming flower reveal a glowing stamen that radiates a warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera nearly still, allowing observation of subtle movements and microscopic details?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004718360491096973 + ], + "opposite_logprob_tokens": [ + -6.50471830368042 + ], + "logprob_reward": -0.004718360491096973, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.004718360491096973, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1794048249721527, + 0.21639609336853027, + 0.0676097646355629, + 0.07691437005996704, + 0.08844935894012451, + 0.04124211147427559, + 0.0794796571135521, + 0.0864657610654831, + 0.07303102314472198, + 0.09100700169801712 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.004718360491096973 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a muscular, serpentine figure with a torso and shoulders visible in a medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure's skin composed of iridescent, scaly plates in deep blue, purple, and emerald green colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an exotic crystal flower bloom from the figure's skin, with scales parting and petals unfolding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the blooming flower reveal a glowing stamen that radiates a warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera nearly still, allowing observation of subtle movements and microscopic details?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011937642702832818 + ], + "opposite_logprob_tokens": [ + -6.751194000244141 + ], + "logprob_reward": -0.0011937642702832818, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011937642702832818, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2703668475151062, + 0.17984044551849365, + 0.06177139654755592, + 0.0903567224740982, + 0.057149264961481094, + 0.04165346547961235, + 0.049512170255184174, + 0.08041314780712128, + 0.09368207305669785, + 0.07525451481342316 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.0011937642702832818 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a muscular, serpentine figure with a torso and shoulders visible in a medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure's skin composed of iridescent, scaly plates in deep blue, purple, and emerald green colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an exotic crystal flower bloom from the figure's skin, with scales parting and petals unfolding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the blooming flower reveal a glowing stamen that radiates a warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera nearly still, allowing observation of subtle movements and microscopic details?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00034624303225427866 + ], + "opposite_logprob_tokens": [ + -8.000346183776855 + ], + "logprob_reward": -0.00034624303225427866, + "yes_no_margin_reward": 8.0, + "token_credit_reward": -0.00034624303225427866, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09232993423938751, + 0.101547472178936, + 0.04051988571882248, + 0.0415782667696476, + 0.07217928022146225, + 0.06087840721011162, + 0.28958001732826233, + 0.1835188865661621, + 0.05737438052892685, + 0.060493431985378265 + ], + "top_frames": [ + 6, + 7, + 1 + ], + "selected_reward": -0.00034624303225427866 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a muscular, serpentine figure with a torso and shoulders visible in a medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure's skin composed of iridescent, scaly plates in deep blue, purple, and emerald green colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an exotic crystal flower bloom from the figure's skin, with scales parting and petals unfolding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the blooming flower reveal a glowing stamen that radiates a warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera nearly still, allowing observation of subtle movements and microscopic details?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021975908894091845 + ], + "opposite_logprob_tokens": [ + -6.127197742462158 + ], + "logprob_reward": -0.0021975908894091845, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021975908894091845, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1224813163280487, + 0.160206601023674, + 0.03144478797912598, + 0.10087794810533524, + 0.08122143149375916, + 0.038118310272693634, + 0.10686744749546051, + 0.04179922491312027, + 0.14609549939632416, + 0.17088748514652252 + ], + "top_frames": [ + 9, + 1, + 8 + ], + "selected_reward": -0.0021975908894091845 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a muscular, serpentine figure with a torso and shoulders visible in a medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure's skin composed of iridescent, scaly plates in deep blue, purple, and emerald green colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an exotic crystal flower bloom from the figure's skin, with scales parting and petals unfolding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the blooming flower reveal a glowing stamen that radiates a warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera nearly still, allowing observation of subtle movements and microscopic details?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029805496335029602 + ], + "opposite_logprob_tokens": [ + -3.5298054218292236 + ], + "logprob_reward": -0.029805496335029602, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029805496335029602, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14974157512187958, + 0.14269645512104034, + 0.09096155315637589, + 0.04901084303855896, + 0.038678042590618134, + 0.01847189851105213, + 0.1579195261001587, + 0.1648177206516266, + 0.1258617788553238, + 0.061840612441301346 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.029805496335029602 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This cinematic, hyper-detailed medium close-up, filmed with high-speed photography and rendered in breathtaking slow motion, focuses on the muscular torso and shoulders of an awe-inspiring, serpentine figure. His skin is a mosaic of iridescent, scaly plates, shimmering in deep blue, purple, and emerald green. Under dramatic, high-contrast key lighting, it resembles polished obsidian, framing his powerful form against a dark, featureless background. The camera remains nearly still, allowing every ultra-detailed microscopic movement to be observed with pristine clarity as subtle ripples course through the figure's flesh. From his skin, an exotic crystal flower begins to bloom; the scales delicately part, a translucent bud emerges, and the sharp-edged, multi-faceted petals unfold one by one in a majestic, unhurried sequence. Each petal captures the dramatic light, refracting it into a thousand tiny rainbows as the flower fully opens, revealing its intricate, glowing stamen at its core, which radiates a warm golden glow and casts a soft, ethereal light across the figure's iridescent skin. The entire scene is layered with subtle film grain, enhancing the tactile quality of the distortion and creating an atmosphere of sublime, otherworldly power and beauty.", + "seed": 31138, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_3/index_5440_seed_31138_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.014115059492178261, + "vlm_logprob": -0.014115059492178261, + "vlm_yes_no_margin": 4.925, + "vlm_token_credit": -0.014115059492178261, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a muscular, serpentine figure with a torso and shoulders visible in a medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure's skin composed of iridescent, scaly plates in deep blue, purple, and emerald green colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an exotic crystal flower bloom from the figure's skin, with scales parting and petals unfolding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the blooming flower reveal a glowing stamen that radiates a warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera nearly still, allowing observation of subtle movements and microscopic details?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013495522551238537 + ], + "opposite_logprob_tokens": [ + -5.013495445251465 + ], + "logprob_reward": -0.013495522551238537, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.013495522551238537, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22194674611091614, + 0.08500697463750839, + 0.06231888011097908, + 0.036250874400138855, + 0.1502804309129715, + 0.13485731184482574, + 0.059521112591028214, + 0.04894813150167465, + 0.049846380949020386, + 0.15102319419384003 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.013495522551238537 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a muscular, serpentine figure with a torso and shoulders visible in a medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure's skin composed of iridescent, scaly plates in deep blue, purple, and emerald green colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an exotic crystal flower bloom from the figure's skin, with scales parting and petals unfolding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the blooming flower reveal a glowing stamen that radiates a warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera nearly still, allowing observation of subtle movements and microscopic details?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028463585767894983 + ], + "opposite_logprob_tokens": [ + -5.8778462409973145 + ], + "logprob_reward": -0.0028463585767894983, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028463585767894983, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1395227462053299, + 0.049533311277627945, + 0.0867631658911705, + 0.03325287625193596, + 0.2810358703136444, + 0.07104988396167755, + 0.07470614463090897, + 0.0874904990196228, + 0.07036086916923523, + 0.10628461092710495 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.0028463585767894983 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a muscular, serpentine figure with a torso and shoulders visible in a medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure's skin composed of iridescent, scaly plates in deep blue, purple, and emerald green colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an exotic crystal flower bloom from the figure's skin, with scales parting and petals unfolding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the blooming flower reveal a glowing stamen that radiates a warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera nearly still, allowing observation of subtle movements and microscopic details?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015222163638100028 + ], + "opposite_logprob_tokens": [ + -6.501522064208984 + ], + "logprob_reward": -0.0015222163638100028, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015222163638100028, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19433806836605072, + 0.045724984258413315, + 0.030946718528866768, + 0.040309056639671326, + 0.1594868302345276, + 0.1725052446126938, + 0.09204919636249542, + 0.07835517823696136, + 0.12164659798145294, + 0.06463810801506042 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.0015222163638100028 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a muscular, serpentine figure with a torso and shoulders visible in a medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure's skin composed of iridescent, scaly plates in deep blue, purple, and emerald green colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an exotic crystal flower bloom from the figure's skin, with scales parting and petals unfolding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the blooming flower reveal a glowing stamen that radiates a warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera nearly still, allowing observation of subtle movements and microscopic details?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026351768523454666 + ], + "opposite_logprob_tokens": [ + -3.6513516902923584 + ], + "logprob_reward": -0.026351768523454666, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026351768523454666, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21197310090065002, + 0.04807985946536064, + 0.026443012058734894, + 0.06378600001335144, + 0.34114259481430054, + 0.057183198630809784, + 0.0774887353181839, + 0.0881638452410698, + 0.04138457030057907, + 0.04435504227876663 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.026351768523454666 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a muscular, serpentine figure with a torso and shoulders visible in a medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure's skin composed of iridescent, scaly plates in deep blue, purple, and emerald green colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an exotic crystal flower bloom from the figure's skin, with scales parting and petals unfolding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the blooming flower reveal a glowing stamen that radiates a warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera nearly still, allowing observation of subtle movements and microscopic details?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026359431445598602 + ], + "opposite_logprob_tokens": [ + -3.6513593196868896 + ], + "logprob_reward": -0.026359431445598602, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026359431445598602, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19557185471057892, + 0.03690091893076897, + 0.1249215379357338, + 0.06891365349292755, + 0.18673017621040344, + 0.07153289020061493, + 0.08112011104822159, + 0.08204831928014755, + 0.05666416883468628, + 0.09559639543294907 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.026359431445598602 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This cinematic, hyper-detailed medium close-up, filmed with high-speed photography and rendered in breathtaking slow motion, focuses on the muscular torso and shoulders of an awe-inspiring, serpentine figure. His skin is a mosaic of iridescent, scaly plates, shimmering in deep blue, purple, and emerald green. Under dramatic, high-contrast key lighting, it resembles polished obsidian, framing his powerful form against a dark, featureless background. The camera remains nearly still, allowing every ultra-detailed microscopic movement to be observed with pristine clarity as subtle ripples course through the figure's flesh. From his skin, an exotic crystal flower begins to bloom; the scales delicately part, a translucent bud emerges, and the sharp-edged, multi-faceted petals unfold one by one in a majestic, unhurried sequence. Each petal captures the dramatic light, refracting it into a thousand tiny rainbows as the flower fully opens, revealing its intricate, glowing stamen at its core, which radiates a warm golden glow and casts a soft, ethereal light across the figure's iridescent skin. The entire scene is layered with subtle film grain, enhancing the tactile quality of the distortion and creating an atmosphere of sublime, otherworldly power and beauty.", + "seed": 31139, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_3/index_5440_seed_31139_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05777984471060336, + "vlm_logprob": -0.05777984471060336, + "vlm_yes_no_margin": 4.149999952316284, + "vlm_token_credit": -0.05777984471060336, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a muscular, serpentine figure with a torso and shoulders visible in a medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure's skin composed of iridescent, scaly plates in deep blue, purple, and emerald green colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an exotic crystal flower bloom from the figure's skin, with scales parting and petals unfolding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the blooming flower reveal a glowing stamen that radiates a warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera nearly still, allowing observation of subtle movements and microscopic details?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20358838140964508 + ], + "opposite_logprob_tokens": [ + -1.7035883665084839 + ], + "logprob_reward": -0.20358838140964508, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20358838140964508, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15912337601184845, + 0.0992894396185875, + 0.09410341084003448, + 0.06263792514801025, + 0.10432492196559906, + 0.061442092061042786, + 0.050825085490942, + 0.08175928890705109, + 0.1584509313106537, + 0.1280435025691986 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.20358838140964508 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a muscular, serpentine figure with a torso and shoulders visible in a medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure's skin composed of iridescent, scaly plates in deep blue, purple, and emerald green colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an exotic crystal flower bloom from the figure's skin, with scales parting and petals unfolding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the blooming flower reveal a glowing stamen that radiates a warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera nearly still, allowing observation of subtle movements and microscopic details?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004121382255107164 + ], + "opposite_logprob_tokens": [ + -5.50412130355835 + ], + "logprob_reward": -0.004121382255107164, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004121382255107164, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1480819284915924, + 0.13801541924476624, + 0.09965477138757706, + 0.10249517112970352, + 0.0867248997092247, + 0.07553844153881073, + 0.027999555692076683, + 0.09853572398424149, + 0.11925679445266724, + 0.1036972627043724 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.004121382255107164 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a muscular, serpentine figure with a torso and shoulders visible in a medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure's skin composed of iridescent, scaly plates in deep blue, purple, and emerald green colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an exotic crystal flower bloom from the figure's skin, with scales parting and petals unfolding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the blooming flower reveal a glowing stamen that radiates a warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera nearly still, allowing observation of subtle movements and microscopic details?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009247555863112211 + ], + "opposite_logprob_tokens": [ + -7.000924587249756 + ], + "logprob_reward": -0.0009247555863112211, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009247555863112211, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07272256165742874, + 0.09432782977819443, + 0.05513890087604523, + 0.09328757226467133, + 0.07974250614643097, + 0.059297993779182434, + 0.03403821960091591, + 0.12593817710876465, + 0.30943965911865234, + 0.0760665237903595 + ], + "top_frames": [ + 8, + 7, + 1 + ], + "selected_reward": -0.0009247555863112211 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a muscular, serpentine figure with a torso and shoulders visible in a medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure's skin composed of iridescent, scaly plates in deep blue, purple, and emerald green colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an exotic crystal flower bloom from the figure's skin, with scales parting and petals unfolding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the blooming flower reveal a glowing stamen that radiates a warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera nearly still, allowing observation of subtle movements and microscopic details?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01819479651749134 + ], + "opposite_logprob_tokens": [ + -4.018194675445557 + ], + "logprob_reward": -0.01819479651749134, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01819479651749134, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08947326242923737, + 0.14532217383384705, + 0.15735085308551788, + 0.1960342824459076, + 0.120404914021492, + 0.10026661306619644, + 0.02611188217997551, + 0.024391189217567444, + 0.06528057903051376, + 0.07536427676677704 + ], + "top_frames": [ + 3, + 2, + 1 + ], + "selected_reward": -0.01819479651749134 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a muscular, serpentine figure with a torso and shoulders visible in a medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure's skin composed of iridescent, scaly plates in deep blue, purple, and emerald green colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an exotic crystal flower bloom from the figure's skin, with scales parting and petals unfolding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the blooming flower reveal a glowing stamen that radiates a warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera nearly still, allowing observation of subtle movements and microscopic details?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062069907784461975 + ], + "opposite_logprob_tokens": [ + -2.812069892883301 + ], + "logprob_reward": -0.062069907784461975, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062069907784461975, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13157448172569275, + 0.08193828165531158, + 0.07162526994943619, + 0.16550713777542114, + 0.2020455002784729, + 0.03270329535007477, + 0.06516812741756439, + 0.1370508372783661, + 0.04561317712068558, + 0.06677386909723282 + ], + "top_frames": [ + 4, + 3, + 7 + ], + "selected_reward": -0.062069907784461975 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_4/index_tensor([8697, 8697])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_4/index_tensor([8697, 8697])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ef322918ffaf7aad29a952c19a07c9134e5539f5 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_4/index_tensor([8697, 8697])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "sweeping shot, taken from a slightly elevated angle, gracefully follows a lone female figure as she glides across a vast, glittering outdoor ice rink. The skater, her dark hair pulled back in a tight, elegant bun, wears a crimson, long-sleeved velvet bodysuit embellished with delicate silver sequins at the neckline. Her movements are fluid, her arms extended in perfect balance, her white skates, with their gleaming steel blades, carving silent, clean arcs across the mirrored ice. She deliberately pushes one leg aside and extends the other behind her in a perfect arabesque, her flowing crimson chiffon skirt trailing behind her. The scene is set against the magical backdrop of Paris at dusk; in the distant background, the Eiffel Tower stands majestically, its iconic latticework beginning to shimmer golden against a deep purple and indigo sky. The rink is surrounded by leafless trees and classic Haussmann-style buildings, their windows gleaming with warm light. The entire scene is bathed in a soft, cool ambient light that contrasts beautifully with the warm, festive string lights surrounding the rink, casting long, soft shadows that are beautifully reflected on the pristine ice, creating an atmosphere of tranquility, focus, and breathtaking solitude.", + "seed": 2950, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_4/index_8697_seed_2950_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.01123878639191389, + "vlm_logprob": -0.01123878639191389, + "vlm_yes_no_margin": 4.675, + "vlm_token_credit": -0.01123878639191389, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lone female figure skating on an outdoor ice rink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skater wearing a crimson long-sleeved velvet bodysuit with silver sequins at the neckline and a flowing crimson chiffon skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the skater perform an arabesque pose with one leg pushed aside and the other extended behind her?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background set in Paris at dusk featuring the Eiffel Tower, leafless trees, and Haussmann-style buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a slightly elevated angle following the skater?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006154513452202082 + ], + "opposite_logprob_tokens": [ + -5.131154537200928 + ], + "logprob_reward": -0.006154513452202082, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.006154513452202082, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2977997064590454, + 0.07107824832201004, + 0.14930126070976257, + 0.04043196886777878, + 0.05443653464317322, + 0.034397516399621964, + 0.1110479086637497, + 0.08920785784721375, + 0.06172696128487587, + 0.09057196974754333 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.006154513452202082 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lone female figure skating on an outdoor ice rink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skater wearing a crimson long-sleeved velvet bodysuit with silver sequins at the neckline and a flowing crimson chiffon skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the skater perform an arabesque pose with one leg pushed aside and the other extended behind her?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background set in Paris at dusk featuring the Eiffel Tower, leafless trees, and Haussmann-style buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a slightly elevated angle following the skater?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009803482331335545 + ], + "opposite_logprob_tokens": [ + -4.634803295135498 + ], + "logprob_reward": -0.009803482331335545, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009803482331335545, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18148082494735718, + 0.05747406557202339, + 0.1375044733285904, + 0.16444681584835052, + 0.05993090569972992, + 0.03696407750248909, + 0.07847394049167633, + 0.06485486030578613, + 0.03680139407515526, + 0.18206867575645447 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.009803482331335545 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lone female figure skating on an outdoor ice rink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skater wearing a crimson long-sleeved velvet bodysuit with silver sequins at the neckline and a flowing crimson chiffon skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the skater perform an arabesque pose with one leg pushed aside and the other extended behind her?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background set in Paris at dusk featuring the Eiffel Tower, leafless trees, and Haussmann-style buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a slightly elevated angle following the skater?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634979411959648 + ], + "opposite_logprob_tokens": [ + -3.6513497829437256 + ], + "logprob_reward": -0.02634979411959648, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634979411959648, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29515454173088074, + 0.07383731752634048, + 0.09927425533533096, + 0.09052930772304535, + 0.041371457278728485, + 0.027890145778656006, + 0.085755854845047, + 0.08701536059379578, + 0.060312118381261826, + 0.13885962963104248 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.02634979411959648 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lone female figure skating on an outdoor ice rink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skater wearing a crimson long-sleeved velvet bodysuit with silver sequins at the neckline and a flowing crimson chiffon skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the skater perform an arabesque pose with one leg pushed aside and the other extended behind her?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background set in Paris at dusk featuring the Eiffel Tower, leafless trees, and Haussmann-style buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a slightly elevated angle following the skater?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008638394996523857 + ], + "opposite_logprob_tokens": [ + -4.758638381958008 + ], + "logprob_reward": -0.008638394996523857, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008638394996523857, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4486951529979706, + 0.030366262421011925, + 0.07935825735330582, + 0.04462384060025215, + 0.0395035557448864, + 0.07892194390296936, + 0.10761401802301407, + 0.028379905968904495, + 0.027651146054267883, + 0.11488591134548187 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.008638394996523857 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lone female figure skating on an outdoor ice rink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skater wearing a crimson long-sleeved velvet bodysuit with silver sequins at the neckline and a flowing crimson chiffon skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the skater perform an arabesque pose with one leg pushed aside and the other extended behind her?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background set in Paris at dusk featuring the Eiffel Tower, leafless trees, and Haussmann-style buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a slightly elevated angle following the skater?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052477470599114895 + ], + "opposite_logprob_tokens": [ + -5.255247592926025 + ], + "logprob_reward": -0.0052477470599114895, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052477470599114895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40948495268821716, + 0.03126644343137741, + 0.08848077058792114, + 0.05025479197502136, + 0.05195174366235733, + 0.04900842532515526, + 0.08534622937440872, + 0.02806541509926319, + 0.04960588738322258, + 0.1565353125333786 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.0052477470599114895 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping shot, taken from a slightly elevated angle, gracefully follows a lone female figure as she glides across a vast, glittering outdoor ice rink. The skater, her dark hair pulled back in a tight, elegant bun, wears a crimson, long-sleeved velvet bodysuit embellished with delicate silver sequins at the neckline. Her movements are fluid, her arms extended in perfect balance, her white skates, with their gleaming steel blades, carving silent, clean arcs across the mirrored ice. She deliberately pushes one leg aside and extends the other behind her in a perfect arabesque, her flowing crimson chiffon skirt trailing behind her. The scene is set against the magical backdrop of Paris at dusk; in the distant background, the Eiffel Tower stands majestically, its iconic latticework beginning to shimmer golden against a deep purple and indigo sky. The rink is surrounded by leafless trees and classic Haussmann-style buildings, their windows gleaming with warm light. The entire scene is bathed in a soft, cool ambient light that contrasts beautifully with the warm, festive string lights surrounding the rink, casting long, soft shadows that are beautifully reflected on the pristine ice, creating an atmosphere of tranquility, focus, and breathtaking solitude.", + "seed": 2951, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_4/index_8697_seed_2951_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.011291104182600976, + "vlm_logprob": -0.011291104182600976, + "vlm_yes_no_margin": 4.675, + "vlm_token_credit": -0.011291104182600976, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lone female figure skating on an outdoor ice rink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skater wearing a crimson long-sleeved velvet bodysuit with silver sequins at the neckline and a flowing crimson chiffon skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the skater perform an arabesque pose with one leg pushed aside and the other extended behind her?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background set in Paris at dusk featuring the Eiffel Tower, leafless trees, and Haussmann-style buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a slightly elevated angle following the skater?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007810291834175587 + ], + "opposite_logprob_tokens": [ + -4.882810115814209 + ], + "logprob_reward": -0.007810291834175587, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007810291834175587, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24334241449832916, + 0.08517047762870789, + 0.20289479196071625, + 0.09295640140771866, + 0.0793800950050354, + 0.05464516952633858, + 0.055365465581417084, + 0.03740153834223747, + 0.11739589273929596, + 0.031447768211364746 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.007810291834175587 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lone female figure skating on an outdoor ice rink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skater wearing a crimson long-sleeved velvet bodysuit with silver sequins at the neckline and a flowing crimson chiffon skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the skater perform an arabesque pose with one leg pushed aside and the other extended behind her?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background set in Paris at dusk featuring the Eiffel Tower, leafless trees, and Haussmann-style buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a slightly elevated angle following the skater?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01109820231795311 + ], + "opposite_logprob_tokens": [ + -4.511098384857178 + ], + "logprob_reward": -0.01109820231795311, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01109820231795311, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19817131757736206, + 0.06989840418100357, + 0.17044998705387115, + 0.10597068071365356, + 0.15047971904277802, + 0.03751247376203537, + 0.05405835062265396, + 0.043663766235113144, + 0.13474391400814056, + 0.03505140170454979 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.01109820231795311 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lone female figure skating on an outdoor ice rink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skater wearing a crimson long-sleeved velvet bodysuit with silver sequins at the neckline and a flowing crimson chiffon skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the skater perform an arabesque pose with one leg pushed aside and the other extended behind her?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background set in Paris at dusk featuring the Eiffel Tower, leafless trees, and Haussmann-style buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a slightly elevated angle following the skater?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026351768523454666 + ], + "opposite_logprob_tokens": [ + -3.6513516902923584 + ], + "logprob_reward": -0.026351768523454666, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026351768523454666, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09153695404529572, + 0.0845794826745987, + 0.08644941449165344, + 0.14842094480991364, + 0.3134317696094513, + 0.048353713005781174, + 0.05873916670680046, + 0.0428495816886425, + 0.0871056318283081, + 0.03853338211774826 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.026351768523454666 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lone female figure skating on an outdoor ice rink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skater wearing a crimson long-sleeved velvet bodysuit with silver sequins at the neckline and a flowing crimson chiffon skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the skater perform an arabesque pose with one leg pushed aside and the other extended behind her?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background set in Paris at dusk featuring the Eiffel Tower, leafless trees, and Haussmann-style buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a slightly elevated angle following the skater?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005947866942733526 + ], + "opposite_logprob_tokens": [ + -5.130948066711426 + ], + "logprob_reward": -0.005947866942733526, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005947866942733526, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4346429109573364, + 0.11076817661523819, + 0.07118392735719681, + 0.06610981374979019, + 0.10804597288370132, + 0.04230720177292824, + 0.0376395545899868, + 0.029722262173891068, + 0.07620313763618469, + 0.023377032950520515 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.005947866942733526 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lone female figure skating on an outdoor ice rink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skater wearing a crimson long-sleeved velvet bodysuit with silver sequins at the neckline and a flowing crimson chiffon skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the skater perform an arabesque pose with one leg pushed aside and the other extended behind her?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background set in Paris at dusk featuring the Eiffel Tower, leafless trees, and Haussmann-style buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a slightly elevated angle following the skater?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005247391294687986 + ], + "opposite_logprob_tokens": [ + -5.255247592926025 + ], + "logprob_reward": -0.005247391294687986, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005247391294687986, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22257602214813232, + 0.05604163184762001, + 0.1892077475786209, + 0.04902856424450874, + 0.08331635594367981, + 0.1250796765089035, + 0.026907967403531075, + 0.04777194559574127, + 0.15117408335208893, + 0.048895932734012604 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.005247391294687986 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping shot, taken from a slightly elevated angle, gracefully follows a lone female figure as she glides across a vast, glittering outdoor ice rink. The skater, her dark hair pulled back in a tight, elegant bun, wears a crimson, long-sleeved velvet bodysuit embellished with delicate silver sequins at the neckline. Her movements are fluid, her arms extended in perfect balance, her white skates, with their gleaming steel blades, carving silent, clean arcs across the mirrored ice. She deliberately pushes one leg aside and extends the other behind her in a perfect arabesque, her flowing crimson chiffon skirt trailing behind her. The scene is set against the magical backdrop of Paris at dusk; in the distant background, the Eiffel Tower stands majestically, its iconic latticework beginning to shimmer golden against a deep purple and indigo sky. The rink is surrounded by leafless trees and classic Haussmann-style buildings, their windows gleaming with warm light. The entire scene is bathed in a soft, cool ambient light that contrasts beautifully with the warm, festive string lights surrounding the rink, casting long, soft shadows that are beautifully reflected on the pristine ice, creating an atmosphere of tranquility, focus, and breathtaking solitude.", + "seed": 2952, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_4/index_8697_seed_2952_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.02164015369489789, + "vlm_logprob": -0.02164015369489789, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.02164015369489789, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lone female figure skating on an outdoor ice rink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skater wearing a crimson long-sleeved velvet bodysuit with silver sequins at the neckline and a flowing crimson chiffon skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the skater perform an arabesque pose with one leg pushed aside and the other extended behind her?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background set in Paris at dusk featuring the Eiffel Tower, leafless trees, and Haussmann-style buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a slightly elevated angle following the skater?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01292200293391943 + ], + "opposite_logprob_tokens": [ + -4.3879218101501465 + ], + "logprob_reward": -0.01292200293391943, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01292200293391943, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.152187779545784, + 0.06604810059070587, + 0.29720818996429443, + 0.06051519140601158, + 0.2009342908859253, + 0.03823135793209076, + 0.04908544570207596, + 0.043587129563093185, + 0.05554642528295517, + 0.03665605187416077 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.01292200293391943 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lone female figure skating on an outdoor ice rink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skater wearing a crimson long-sleeved velvet bodysuit with silver sequins at the neckline and a flowing crimson chiffon skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the skater perform an arabesque pose with one leg pushed aside and the other extended behind her?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background set in Paris at dusk featuring the Eiffel Tower, leafless trees, and Haussmann-style buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a slightly elevated angle following the skater?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018218325451016426 + ], + "opposite_logprob_tokens": [ + -4.018218517303467 + ], + "logprob_reward": -0.018218325451016426, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018218325451016426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17031608521938324, + 0.1278672069311142, + 0.1537875086069107, + 0.10770205408334732, + 0.0544852614402771, + 0.11438582092523575, + 0.10319119691848755, + 0.04630730673670769, + 0.08346759527921677, + 0.038489893078804016 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.018218325451016426 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lone female figure skating on an outdoor ice rink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skater wearing a crimson long-sleeved velvet bodysuit with silver sequins at the neckline and a flowing crimson chiffon skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the skater perform an arabesque pose with one leg pushed aside and the other extended behind her?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background set in Paris at dusk featuring the Eiffel Tower, leafless trees, and Haussmann-style buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a slightly elevated angle following the skater?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370651230216026 + ], + "opposite_logprob_tokens": [ + -3.4087064266204834 + ], + "logprob_reward": -0.03370651230216026, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370651230216026, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15471568703651428, + 0.0815674290060997, + 0.08115723729133606, + 0.15905696153640747, + 0.06542795151472092, + 0.04766855761408806, + 0.15811583399772644, + 0.03296323120594025, + 0.06300576776266098, + 0.15632125735282898 + ], + "top_frames": [ + 3, + 6, + 9 + ], + "selected_reward": -0.03370651230216026 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lone female figure skating on an outdoor ice rink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skater wearing a crimson long-sleeved velvet bodysuit with silver sequins at the neckline and a flowing crimson chiffon skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the skater perform an arabesque pose with one leg pushed aside and the other extended behind her?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background set in Paris at dusk featuring the Eiffel Tower, leafless trees, and Haussmann-style buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a slightly elevated angle following the skater?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810475766658783 + ], + "opposite_logprob_tokens": [ + -3.288104772567749 + ], + "logprob_reward": -0.03810475766658783, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810475766658783, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15937404334545135, + 0.09676423668861389, + 0.32889679074287415, + 0.06502851098775864, + 0.05388617515563965, + 0.08290191739797592, + 0.1130485087633133, + 0.03885747119784355, + 0.02270239219069481, + 0.03853989392518997 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.03810475766658783 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lone female figure skating on an outdoor ice rink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skater wearing a crimson long-sleeved velvet bodysuit with silver sequins at the neckline and a flowing crimson chiffon skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the skater perform an arabesque pose with one leg pushed aside and the other extended behind her?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background set in Paris at dusk featuring the Eiffel Tower, leafless trees, and Haussmann-style buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a slightly elevated angle following the skater?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005249170120805502 + ], + "opposite_logprob_tokens": [ + -5.2552490234375 + ], + "logprob_reward": -0.005249170120805502, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005249170120805502, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2235722839832306, + 0.0962774008512497, + 0.09775415062904358, + 0.13951662182807922, + 0.13145926594734192, + 0.10815034061670303, + 0.0511181578040123, + 0.041546933352947235, + 0.03191233426332474, + 0.07869252562522888 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.005249170120805502 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping shot, taken from a slightly elevated angle, gracefully follows a lone female figure as she glides across a vast, glittering outdoor ice rink. The skater, her dark hair pulled back in a tight, elegant bun, wears a crimson, long-sleeved velvet bodysuit embellished with delicate silver sequins at the neckline. Her movements are fluid, her arms extended in perfect balance, her white skates, with their gleaming steel blades, carving silent, clean arcs across the mirrored ice. She deliberately pushes one leg aside and extends the other behind her in a perfect arabesque, her flowing crimson chiffon skirt trailing behind her. The scene is set against the magical backdrop of Paris at dusk; in the distant background, the Eiffel Tower stands majestically, its iconic latticework beginning to shimmer golden against a deep purple and indigo sky. The rink is surrounded by leafless trees and classic Haussmann-style buildings, their windows gleaming with warm light. The entire scene is bathed in a soft, cool ambient light that contrasts beautifully with the warm, festive string lights surrounding the rink, casting long, soft shadows that are beautifully reflected on the pristine ice, creating an atmosphere of tranquility, focus, and breathtaking solitude.", + "seed": 2953, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_4/index_8697_seed_2953_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.020098982192575932, + "vlm_logprob": -0.020098982192575932, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.020098982192575932, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lone female figure skating on an outdoor ice rink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skater wearing a crimson long-sleeved velvet bodysuit with silver sequins at the neckline and a flowing crimson chiffon skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the skater perform an arabesque pose with one leg pushed aside and the other extended behind her?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background set in Paris at dusk featuring the Eiffel Tower, leafless trees, and Haussmann-style buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a slightly elevated angle following the skater?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011308031156659126 + ], + "opposite_logprob_tokens": [ + -4.511308193206787 + ], + "logprob_reward": -0.011308031156659126, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011308031156659126, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1793678104877472, + 0.07334095239639282, + 0.15729881823062897, + 0.17595766484737396, + 0.12379734218120575, + 0.04911705479025841, + 0.04441025108098984, + 0.040738653391599655, + 0.05586018040776253, + 0.10011132061481476 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.011308031156659126 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lone female figure skating on an outdoor ice rink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skater wearing a crimson long-sleeved velvet bodysuit with silver sequins at the neckline and a flowing crimson chiffon skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the skater perform an arabesque pose with one leg pushed aside and the other extended behind her?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background set in Paris at dusk featuring the Eiffel Tower, leafless trees, and Haussmann-style buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a slightly elevated angle following the skater?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01608842797577381 + ], + "opposite_logprob_tokens": [ + -4.141088485717773 + ], + "logprob_reward": -0.01608842797577381, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01608842797577381, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17813906073570251, + 0.10358251631259918, + 0.2298130840063095, + 0.04149331524968147, + 0.06442707031965256, + 0.0804692804813385, + 0.08203321695327759, + 0.10091611742973328, + 0.051570214331150055, + 0.06755609810352325 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.01608842797577381 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lone female figure skating on an outdoor ice rink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skater wearing a crimson long-sleeved velvet bodysuit with silver sequins at the neckline and a flowing crimson chiffon skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the skater perform an arabesque pose with one leg pushed aside and the other extended behind her?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background set in Paris at dusk featuring the Eiffel Tower, leafless trees, and Haussmann-style buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a slightly elevated angle following the skater?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811141476035118 + ], + "opposite_logprob_tokens": [ + -3.288111448287964 + ], + "logprob_reward": -0.03811141476035118, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811141476035118, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09838923066854477, + 0.07751701027154922, + 0.24254880845546722, + 0.27929362654685974, + 0.07922385632991791, + 0.043774474412202835, + 0.026741528883576393, + 0.04012789577245712, + 0.022546086460351944, + 0.08983749151229858 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.03811141476035118 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lone female figure skating on an outdoor ice rink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skater wearing a crimson long-sleeved velvet bodysuit with silver sequins at the neckline and a flowing crimson chiffon skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the skater perform an arabesque pose with one leg pushed aside and the other extended behind her?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background set in Paris at dusk featuring the Eiffel Tower, leafless trees, and Haussmann-style buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a slightly elevated angle following the skater?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635478787124157 + ], + "opposite_logprob_tokens": [ + -3.6513547897338867 + ], + "logprob_reward": -0.02635478787124157, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635478787124157, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28130248188972473, + 0.09962420165538788, + 0.08177139610052109, + 0.12375856935977936, + 0.06799371540546417, + 0.11722538620233536, + 0.03318840265274048, + 0.07410355657339096, + 0.03576778620481491, + 0.08526449650526047 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.02635478787124157 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lone female figure skating on an outdoor ice rink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skater wearing a crimson long-sleeved velvet bodysuit with silver sequins at the neckline and a flowing crimson chiffon skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the skater perform an arabesque pose with one leg pushed aside and the other extended behind her?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background set in Paris at dusk featuring the Eiffel Tower, leafless trees, and Haussmann-style buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a slightly elevated angle following the skater?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00863224919885397 + ], + "opposite_logprob_tokens": [ + -4.758632183074951 + ], + "logprob_reward": -0.00863224919885397, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00863224919885397, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19756701588630676, + 0.07691244035959244, + 0.18506956100463867, + 0.15257976949214935, + 0.06856223940849304, + 0.03832177072763443, + 0.030885130167007446, + 0.07056078314781189, + 0.06643073260784149, + 0.11311054974794388 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.00863224919885397 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_9/index_tensor([1944, 1944])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_9/index_tensor([1944, 1944])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..5e7e7b2b4bec4bf9d27c6dea16792675057cfd30 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_9/index_tensor([1944, 1944])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "wide shot, framed in a classic 4:3 aspect ratio with visible film grain and a vintage tint to mimic old news footage, begins with a slow, deliberate pan from left to right across a desolate scene. The camera captures a flooded city street, murky brown-green water rising halfway from solid storefronts, its surface disturbed only by the gentle, persistent clattering of glass windows and doorways. As the camera continues its steady roll, it reveals a stark and unsettling contrast between the decaying urban environment and the thriving, incongruous aquatic life. Floating in a dense, surreal mat across this austere canvas are the inexplicably flourishing leaves of the *Nymphoides coreanum* plant. Their distinctive, small, clover-like leaves, vibrant and healthy green, form a living carpet that sways with the subtle flow of the water, juxtaposed against submerged traffic signs and the roofs of sedans, barely visible beneath the opaque surface. The entire scene is lit by the flat, diffuse light of an overcast sky, which mutes the colors of the buildings and water, makes the greens of the plants seem almost supernaturally vivid, and creates a quiet and strange shift in the atmosphere of a gloomy, eerie world.", + "seed": 27025, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_9/index_1944_seed_27025_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.11669364077970386, + "vlm_logprob": -0.11669364077970386, + "vlm_yes_no_margin": 3.775, + "vlm_token_credit": -0.11669364077970386, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video framed in a classic 4:3 aspect ratio with visible film grain and a vintage tint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, deliberate pan from left to right across a flooded city street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant green Nymphoides coreanum leaves floating in a dense mat on the murky water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are submerged traffic signs and sedan roofs visible beneath the opaque water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by flat, diffuse light from an overcast sky that mutes building colors while making the plant greens appear vivid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5266637802124023 + ], + "opposite_logprob_tokens": [ + -0.9016637802124023 + ], + "logprob_reward": -0.5266637802124023, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5266637802124023, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39979851245880127, + 0.051743462681770325, + 0.2074507474899292, + 0.04548512399196625, + 0.08998453617095947, + 0.028431029990315437, + 0.030626703053712845, + 0.04086924344301224, + 0.05364753678441048, + 0.051963139325380325 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.5266637802124023 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video framed in a classic 4:3 aspect ratio with visible film grain and a vintage tint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, deliberate pan from left to right across a flooded city street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant green Nymphoides coreanum leaves floating in a dense mat on the murky water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are submerged traffic signs and sedan roofs visible beneath the opaque water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by flat, diffuse light from an overcast sky that mutes building colors while making the plant greens appear vivid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03373555839061737 + ], + "opposite_logprob_tokens": [ + -3.408735513687134 + ], + "logprob_reward": -0.03373555839061737, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03373555839061737, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18504762649536133, + 0.09795693308115005, + 0.1057867556810379, + 0.24392902851104736, + 0.04484505578875542, + 0.046682506799697876, + 0.060563165694475174, + 0.12057288736104965, + 0.06240062043070793, + 0.03221545368432999 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.03373555839061737 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video framed in a classic 4:3 aspect ratio with visible film grain and a vintage tint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, deliberate pan from left to right across a flooded city street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant green Nymphoides coreanum leaves floating in a dense mat on the murky water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are submerged traffic signs and sedan roofs visible beneath the opaque water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by flat, diffuse light from an overcast sky that mutes building colors while making the plant greens appear vivid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003621212672442198 + ], + "opposite_logprob_tokens": [ + -5.6286211013793945 + ], + "logprob_reward": -0.003621212672442198, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003621212672442198, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2614872455596924, + 0.056218210607767105, + 0.18759685754776, + 0.1265096664428711, + 0.03923029080033302, + 0.0873626247048378, + 0.038065213710069656, + 0.09282960742712021, + 0.053994957357645035, + 0.056705303490161896 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.003621212672442198 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video framed in a classic 4:3 aspect ratio with visible film grain and a vintage tint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, deliberate pan from left to right across a flooded city street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant green Nymphoides coreanum leaves floating in a dense mat on the murky water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are submerged traffic signs and sedan roofs visible beneath the opaque water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by flat, diffuse light from an overcast sky that mutes building colors while making the plant greens appear vivid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014197415672242641 + ], + "opposite_logprob_tokens": [ + -4.26419734954834 + ], + "logprob_reward": -0.014197415672242641, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014197415672242641, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4272906482219696, + 0.04445317015051842, + 0.08435099571943283, + 0.15581291913986206, + 0.07039220631122589, + 0.05239914730191231, + 0.028946220874786377, + 0.0749441385269165, + 0.027756592258810997, + 0.03365391865372658 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.014197415672242641 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video framed in a classic 4:3 aspect ratio with visible film grain and a vintage tint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, deliberate pan from left to right across a flooded city street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant green Nymphoides coreanum leaves floating in a dense mat on the murky water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are submerged traffic signs and sedan roofs visible beneath the opaque water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by flat, diffuse light from an overcast sky that mutes building colors while making the plant greens appear vivid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005250236950814724 + ], + "opposite_logprob_tokens": [ + -5.255250453948975 + ], + "logprob_reward": -0.005250236950814724, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005250236950814724, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15564081072807312, + 0.08491488546133041, + 0.30097800493240356, + 0.1368417888879776, + 0.07639176398515701, + 0.02893667481839657, + 0.019951514899730682, + 0.09120465070009232, + 0.05234251171350479, + 0.05279741808772087 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.005250236950814724 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide shot, framed in a classic 4:3 aspect ratio with visible film grain and a vintage tint to mimic old news footage, begins with a slow, deliberate pan from left to right across a desolate scene. The camera captures a flooded city street, murky brown-green water rising halfway from solid storefronts, its surface disturbed only by the gentle, persistent clattering of glass windows and doorways. As the camera continues its steady roll, it reveals a stark and unsettling contrast between the decaying urban environment and the thriving, incongruous aquatic life. Floating in a dense, surreal mat across this austere canvas are the inexplicably flourishing leaves of the *Nymphoides coreanum* plant. Their distinctive, small, clover-like leaves, vibrant and healthy green, form a living carpet that sways with the subtle flow of the water, juxtaposed against submerged traffic signs and the roofs of sedans, barely visible beneath the opaque surface. The entire scene is lit by the flat, diffuse light of an overcast sky, which mutes the colors of the buildings and water, makes the greens of the plants seem almost supernaturally vivid, and creates a quiet and strange shift in the atmosphere of a gloomy, eerie world.", + "seed": 27026, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_9/index_1944_seed_27026_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1272492179647088, + "vlm_logprob": -0.1272492179647088, + "vlm_yes_no_margin": 3.675, + "vlm_token_credit": -0.1272492179647088, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video framed in a classic 4:3 aspect ratio with visible film grain and a vintage tint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, deliberate pan from left to right across a flooded city street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant green Nymphoides coreanum leaves floating in a dense mat on the murky water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are submerged traffic signs and sedan roofs visible beneath the opaque water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by flat, diffuse light from an overcast sky that mutes building colors while making the plant greens appear vivid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5793836712837219 + ], + "opposite_logprob_tokens": [ + -0.8293836712837219 + ], + "logprob_reward": -0.5793836712837219, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5793836712837219, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22790122032165527, + 0.08308681100606918, + 0.18876062333583832, + 0.09314903616905212, + 0.0874863713979721, + 0.09849181771278381, + 0.04366612061858177, + 0.06265071779489517, + 0.04809195175766945, + 0.06671539694070816 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.5793836712837219 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video framed in a classic 4:3 aspect ratio with visible film grain and a vintage tint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, deliberate pan from left to right across a flooded city street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant green Nymphoides coreanum leaves floating in a dense mat on the murky water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are submerged traffic signs and sedan roofs visible beneath the opaque water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by flat, diffuse light from an overcast sky that mutes building colors while making the plant greens appear vivid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02638346515595913 + ], + "opposite_logprob_tokens": [ + -3.651383399963379 + ], + "logprob_reward": -0.02638346515595913, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02638346515595913, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2260349839925766, + 0.08224549144506454, + 0.09656520187854767, + 0.06612987816333771, + 0.19314196705818176, + 0.14959979057312012, + 0.037367794662714005, + 0.052292048931121826, + 0.04863746836781502, + 0.04798533394932747 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.02638346515595913 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video framed in a classic 4:3 aspect ratio with visible film grain and a vintage tint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, deliberate pan from left to right across a flooded city street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant green Nymphoides coreanum leaves floating in a dense mat on the murky water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are submerged traffic signs and sedan roofs visible beneath the opaque water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by flat, diffuse light from an overcast sky that mutes building colors while making the plant greens appear vivid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004645270295441151 + ], + "opposite_logprob_tokens": [ + -5.379645347595215 + ], + "logprob_reward": -0.004645270295441151, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004645270295441151, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28677433729171753, + 0.0808505117893219, + 0.059830646961927414, + 0.06228265538811684, + 0.05350909382104874, + 0.11936922371387482, + 0.078623466193676, + 0.10290946066379547, + 0.10041383653879166, + 0.055436763912439346 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.004645270295441151 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video framed in a classic 4:3 aspect ratio with visible film grain and a vintage tint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, deliberate pan from left to right across a flooded city street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant green Nymphoides coreanum leaves floating in a dense mat on the murky water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are submerged traffic signs and sedan roofs visible beneath the opaque water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by flat, diffuse light from an overcast sky that mutes building colors while making the plant greens appear vivid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058534324169159 + ], + "opposite_logprob_tokens": [ + -3.895585298538208 + ], + "logprob_reward": -0.02058534324169159, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058534324169159, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12355471402406693, + 0.10698000341653824, + 0.0952039510011673, + 0.09816955029964447, + 0.1457119733095169, + 0.08691094070672989, + 0.06844060122966766, + 0.04567530378699303, + 0.13380146026611328, + 0.0955515205860138 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.02058534324169159 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video framed in a classic 4:3 aspect ratio with visible film grain and a vintage tint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, deliberate pan from left to right across a flooded city street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant green Nymphoides coreanum leaves floating in a dense mat on the murky water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are submerged traffic signs and sedan roofs visible beneath the opaque water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by flat, diffuse light from an overcast sky that mutes building colors while making the plant greens appear vivid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005248339846730232 + ], + "opposite_logprob_tokens": [ + -5.255248546600342 + ], + "logprob_reward": -0.005248339846730232, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005248339846730232, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31476008892059326, + 0.1297619491815567, + 0.09255694597959518, + 0.07226750999689102, + 0.05336898937821388, + 0.09254471212625504, + 0.056361258029937744, + 0.05624488368630409, + 0.054468244314193726, + 0.07766547799110413 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.005248339846730232 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide shot, framed in a classic 4:3 aspect ratio with visible film grain and a vintage tint to mimic old news footage, begins with a slow, deliberate pan from left to right across a desolate scene. The camera captures a flooded city street, murky brown-green water rising halfway from solid storefronts, its surface disturbed only by the gentle, persistent clattering of glass windows and doorways. As the camera continues its steady roll, it reveals a stark and unsettling contrast between the decaying urban environment and the thriving, incongruous aquatic life. Floating in a dense, surreal mat across this austere canvas are the inexplicably flourishing leaves of the *Nymphoides coreanum* plant. Their distinctive, small, clover-like leaves, vibrant and healthy green, form a living carpet that sways with the subtle flow of the water, juxtaposed against submerged traffic signs and the roofs of sedans, barely visible beneath the opaque surface. The entire scene is lit by the flat, diffuse light of an overcast sky, which mutes the colors of the buildings and water, makes the greens of the plants seem almost supernaturally vivid, and creates a quiet and strange shift in the atmosphere of a gloomy, eerie world.", + "seed": 27027, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_9/index_1944_seed_27027_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07745851268991828, + "vlm_logprob": -0.07745851268991828, + "vlm_yes_no_margin": 3.799999952316284, + "vlm_token_credit": -0.07745851268991828, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video framed in a classic 4:3 aspect ratio with visible film grain and a vintage tint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, deliberate pan from left to right across a flooded city street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant green Nymphoides coreanum leaves floating in a dense mat on the murky water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are submerged traffic signs and sedan roofs visible beneath the opaque water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by flat, diffuse light from an overcast sky that mutes building colors while making the plant greens appear vivid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3172740340232849 + ], + "opposite_logprob_tokens": [ + -1.3172740936279297 + ], + "logprob_reward": -0.3172740340232849, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3172740340232849, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40926435589790344, + 0.08856751024723053, + 0.04270876571536064, + 0.09594624489545822, + 0.09483850747346878, + 0.04938817024230957, + 0.021391412243247032, + 0.06652923673391342, + 0.04058026894927025, + 0.09078553318977356 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.3172740340232849 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video framed in a classic 4:3 aspect ratio with visible film grain and a vintage tint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, deliberate pan from left to right across a flooded city street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant green Nymphoides coreanum leaves floating in a dense mat on the murky water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are submerged traffic signs and sedan roofs visible beneath the opaque water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by flat, diffuse light from an overcast sky that mutes building colors while making the plant greens appear vivid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04309582710266113 + ], + "opposite_logprob_tokens": [ + -3.168095827102661 + ], + "logprob_reward": -0.04309582710266113, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04309582710266113, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23656633496284485, + 0.04237707704305649, + 0.041928209364414215, + 0.19605007767677307, + 0.09670016914606094, + 0.09187677502632141, + 0.051586754620075226, + 0.1184668242931366, + 0.06759202480316162, + 0.05685577914118767 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.04309582710266113 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video framed in a classic 4:3 aspect ratio with visible film grain and a vintage tint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, deliberate pan from left to right across a flooded city street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant green Nymphoides coreanum leaves floating in a dense mat on the murky water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are submerged traffic signs and sedan roofs visible beneath the opaque water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by flat, diffuse light from an overcast sky that mutes building colors while making the plant greens appear vivid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004642066545784473 + ], + "opposite_logprob_tokens": [ + -5.379642009735107 + ], + "logprob_reward": -0.004642066545784473, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004642066545784473, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15728501975536346, + 0.07782299071550369, + 0.020186448469758034, + 0.3310645818710327, + 0.03914334997534752, + 0.11020936816930771, + 0.016194289550185204, + 0.044413335621356964, + 0.11742857098579407, + 0.08625207096338272 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.004642066545784473 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video framed in a classic 4:3 aspect ratio with visible film grain and a vintage tint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, deliberate pan from left to right across a flooded city street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant green Nymphoides coreanum leaves floating in a dense mat on the murky water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are submerged traffic signs and sedan roofs visible beneath the opaque water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by flat, diffuse light from an overcast sky that mutes building colors while making the plant greens appear vivid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018189646303653717 + ], + "opposite_logprob_tokens": [ + -4.018189430236816 + ], + "logprob_reward": -0.018189646303653717, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018189646303653717, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7148234248161316, + 0.13110487163066864, + 0.010403451509773731, + 0.02405213750898838, + 0.009322669357061386, + 0.054043252021074295, + 0.005600254517048597, + 0.009395960718393326, + 0.014165340922772884, + 0.027088623493909836 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.018189646303653717 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video framed in a classic 4:3 aspect ratio with visible film grain and a vintage tint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, deliberate pan from left to right across a flooded city street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant green Nymphoides coreanum leaves floating in a dense mat on the murky water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are submerged traffic signs and sedan roofs visible beneath the opaque water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by flat, diffuse light from an overcast sky that mutes building colors while making the plant greens appear vivid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004090989474207163 + ], + "opposite_logprob_tokens": [ + -5.504090785980225 + ], + "logprob_reward": -0.004090989474207163, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004090989474207163, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20831510424613953, + 0.09017052501440048, + 0.06656493246555328, + 0.1509397178888321, + 0.10371685773134232, + 0.1149337962269783, + 0.02995476685464382, + 0.05525854974985123, + 0.05524837598204613, + 0.12489734590053558 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.004090989474207163 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide shot, framed in a classic 4:3 aspect ratio with visible film grain and a vintage tint to mimic old news footage, begins with a slow, deliberate pan from left to right across a desolate scene. The camera captures a flooded city street, murky brown-green water rising halfway from solid storefronts, its surface disturbed only by the gentle, persistent clattering of glass windows and doorways. As the camera continues its steady roll, it reveals a stark and unsettling contrast between the decaying urban environment and the thriving, incongruous aquatic life. Floating in a dense, surreal mat across this austere canvas are the inexplicably flourishing leaves of the *Nymphoides coreanum* plant. Their distinctive, small, clover-like leaves, vibrant and healthy green, form a living carpet that sways with the subtle flow of the water, juxtaposed against submerged traffic signs and the roofs of sedans, barely visible beneath the opaque surface. The entire scene is lit by the flat, diffuse light of an overcast sky, which mutes the colors of the buildings and water, makes the greens of the plants seem almost supernaturally vivid, and creates a quiet and strange shift in the atmosphere of a gloomy, eerie world.", + "seed": 27028, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000171/group_9/index_1944_seed_27028_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1466525531373918, + "vlm_logprob": -0.1466525531373918, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.1466525531373918, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video framed in a classic 4:3 aspect ratio with visible film grain and a vintage tint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, deliberate pan from left to right across a flooded city street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant green Nymphoides coreanum leaves floating in a dense mat on the murky water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are submerged traffic signs and sedan roofs visible beneath the opaque water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by flat, diffuse light from an overcast sky that mutes building colors while making the plant greens appear vivid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6971479654312134 + ], + "opposite_logprob_tokens": [ + -0.6971479654312134 + ], + "logprob_reward": -0.6971479654312134, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6971479654312134, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2751930058002472, + 0.15275321900844574, + 0.05710259824991226, + 0.0838518887758255, + 0.12894299626350403, + 0.1392747014760971, + 0.02817138098180294, + 0.04165833443403244, + 0.025232620537281036, + 0.06781923770904541 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.6971479654312134 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video framed in a classic 4:3 aspect ratio with visible film grain and a vintage tint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, deliberate pan from left to right across a flooded city street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant green Nymphoides coreanum leaves floating in a dense mat on the murky water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are submerged traffic signs and sedan roofs visible beneath the opaque water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by flat, diffuse light from an overcast sky that mutes building colors while making the plant greens appear vivid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012570081278681755 + ], + "opposite_logprob_tokens": [ + -4.387569904327393 + ], + "logprob_reward": -0.012570081278681755, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012570081278681755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25221139192581177, + 0.09633972495794296, + 0.07134366780519485, + 0.13485915958881378, + 0.17262108623981476, + 0.05018508434295654, + 0.034984882920980453, + 0.033373888581991196, + 0.04652106761932373, + 0.10756003856658936 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.012570081278681755 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video framed in a classic 4:3 aspect ratio with visible film grain and a vintage tint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, deliberate pan from left to right across a flooded city street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant green Nymphoides coreanum leaves floating in a dense mat on the murky water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are submerged traffic signs and sedan roofs visible beneath the opaque water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by flat, diffuse light from an overcast sky that mutes building colors while making the plant greens appear vivid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0040998938493430614 + ], + "opposite_logprob_tokens": [ + -5.5040998458862305 + ], + "logprob_reward": -0.0040998938493430614, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0040998938493430614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12961964309215546, + 0.1159592941403389, + 0.05473808944225311, + 0.07894444465637207, + 0.12881696224212646, + 0.11978984624147415, + 0.04344999045133591, + 0.03975583612918854, + 0.05363976210355759, + 0.2352861613035202 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.0040998938493430614 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video framed in a classic 4:3 aspect ratio with visible film grain and a vintage tint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, deliberate pan from left to right across a flooded city street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant green Nymphoides coreanum leaves floating in a dense mat on the murky water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are submerged traffic signs and sedan roofs visible beneath the opaque water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by flat, diffuse light from an overcast sky that mutes building colors while making the plant greens appear vivid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014195299707353115 + ], + "opposite_logprob_tokens": [ + -4.264195442199707 + ], + "logprob_reward": -0.014195299707353115, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014195299707353115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20992885529994965, + 0.31867387890815735, + 0.06500411033630371, + 0.0532049834728241, + 0.09874331951141357, + 0.029053036123514175, + 0.01749441586434841, + 0.013997022993862629, + 0.04632636159658432, + 0.14757396280765533 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.014195299707353115 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video framed in a classic 4:3 aspect ratio with visible film grain and a vintage tint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, deliberate pan from left to right across a flooded city street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant green Nymphoides coreanum leaves floating in a dense mat on the murky water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are submerged traffic signs and sedan roofs visible beneath the opaque water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by flat, diffuse light from an overcast sky that mutes building colors while making the plant greens appear vivid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005249525420367718 + ], + "opposite_logprob_tokens": [ + -5.255249500274658 + ], + "logprob_reward": -0.005249525420367718, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005249525420367718, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18980327248573303, + 0.24791721999645233, + 0.04560641199350357, + 0.08991926908493042, + 0.12204635888338089, + 0.11389181017875671, + 0.04041684418916702, + 0.0372927151620388, + 0.036292411386966705, + 0.07681377232074738 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.005249525420367718 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_0/index_tensor([786, 786])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_0/index_tensor([786, 786])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..340642dfeb25e2df38108175271154c314f5e5ac --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_0/index_tensor([786, 786])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up, executed with a slow and delicate camera push-in, focuses on the woody, textured tips of evergreen branches. Soft, golden morning light filters through the blurred forest canopy in the background, capturing the delicate surface of new growth. From the tip of the branch, beneath its reddish-brown, slightly rough bark, a cluster of vibrant, lime-green needles sprouts, their delicate forms appearing almost translucent in the warm light. These fresh needles steadily unfurl with life, their soft, bright colors creating a stark and beautiful contrast against the background of older, deep forest green foliage, whose waxy and established needles frame the new life. The background is a soft-focus bokeh of greens and browns, enhancing the sense of depth and isolating the subject. The entire scene is imbued with a tranquil and hopeful atmosphere, capturing this quiet, microscopic moment of natural renewal with lifelike clarity.", + "seed": 8818, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_0/index_786_seed_8818_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.01151954783126712, + "vlm_logprob": -0.01151954783126712, + "vlm_yes_no_margin": 5.075, + "vlm_token_credit": -0.01151954783126712, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the woody tips of evergreen branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a slow and delicate push-in movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant lime-green needles visible sprouting from reddish-brown bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus bokeh of greens and browns with a blurred forest canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the new needles appear translucent and unfurl steadily in the warm golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0029082882683724165 + ], + "opposite_logprob_tokens": [ + -6.127908229827881 + ], + "logprob_reward": -0.0029082882683724165, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0029082882683724165, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.42545124888420105, + 0.08006081730127335, + 0.056781552731990814, + 0.06588438898324966, + 0.10181482136249542, + 0.04368892312049866, + 0.06390129029750824, + 0.06908891350030899, + 0.02716697007417679, + 0.06616104394197464 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.0029082882683724165 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the woody tips of evergreen branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a slow and delicate push-in movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant lime-green needles visible sprouting from reddish-brown bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus bokeh of greens and browns with a blurred forest canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the new needles appear translucent and unfurl steadily in the warm golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810705617070198 + ], + "opposite_logprob_tokens": [ + -3.28810715675354 + ], + "logprob_reward": -0.03810705617070198, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810705617070198, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4702518880367279, + 0.05759086459875107, + 0.0968606099486351, + 0.15363386273384094, + 0.06772074848413467, + 0.013924295082688332, + 0.03469722345471382, + 0.023270906880497932, + 0.03448868542909622, + 0.04756097123026848 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.03810705617070198 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the woody tips of evergreen branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a slow and delicate push-in movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant lime-green needles visible sprouting from reddish-brown bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus bokeh of greens and browns with a blurred forest canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the new needles appear translucent and unfurl steadily in the warm golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003191380063071847 + ], + "opposite_logprob_tokens": [ + -5.7531914710998535 + ], + "logprob_reward": -0.003191380063071847, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003191380063071847, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11997417360544205, + 0.1872791349887848, + 0.07135532796382904, + 0.06283317506313324, + 0.24063442647457123, + 0.04066482558846474, + 0.0696614533662796, + 0.09600003063678741, + 0.03866998106241226, + 0.07292746752500534 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.003191380063071847 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the woody tips of evergreen branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a slow and delicate push-in movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant lime-green needles visible sprouting from reddish-brown bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus bokeh of greens and browns with a blurred forest canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the new needles appear translucent and unfurl steadily in the warm golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003615273628383875 + ], + "opposite_logprob_tokens": [ + -5.628615379333496 + ], + "logprob_reward": -0.003615273628383875, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003615273628383875, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.457293838262558, + 0.05701971799135208, + 0.04893500730395317, + 0.101535364985466, + 0.09491882473230362, + 0.09356424957513809, + 0.0600738488137722, + 0.04879714176058769, + 0.017508776858448982, + 0.02035316824913025 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.003615273628383875 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the woody tips of evergreen branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a slow and delicate push-in movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant lime-green needles visible sprouting from reddish-brown bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus bokeh of greens and browns with a blurred forest canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the new needles appear translucent and unfurl steadily in the warm golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009775741025805473 + ], + "opposite_logprob_tokens": [ + -4.634775638580322 + ], + "logprob_reward": -0.009775741025805473, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009775741025805473, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14899858832359314, + 0.10945688933134079, + 0.03320064768195152, + 0.08021034300327301, + 0.15479615330696106, + 0.07720716297626495, + 0.1132076233625412, + 0.19280296564102173, + 0.05602894723415375, + 0.03409065306186676 + ], + "top_frames": [ + 7, + 4, + 0 + ], + "selected_reward": -0.009775741025805473 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, executed with a slow and delicate camera push-in, focuses on the woody, textured tips of evergreen branches. Soft, golden morning light filters through the blurred forest canopy in the background, capturing the delicate surface of new growth. From the tip of the branch, beneath its reddish-brown, slightly rough bark, a cluster of vibrant, lime-green needles sprouts, their delicate forms appearing almost translucent in the warm light. These fresh needles steadily unfurl with life, their soft, bright colors creating a stark and beautiful contrast against the background of older, deep forest green foliage, whose waxy and established needles frame the new life. The background is a soft-focus bokeh of greens and browns, enhancing the sense of depth and isolating the subject. The entire scene is imbued with a tranquil and hopeful atmosphere, capturing this quiet, microscopic moment of natural renewal with lifelike clarity.", + "seed": 8819, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_0/index_786_seed_8819_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.009009759093169123, + "vlm_logprob": -0.009009759093169123, + "vlm_yes_no_margin": 5.375, + "vlm_token_credit": -0.009009759093169123, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the woody tips of evergreen branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a slow and delicate push-in movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant lime-green needles visible sprouting from reddish-brown bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus bokeh of greens and browns with a blurred forest canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the new needles appear translucent and unfurl steadily in the warm golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002520362613722682 + ], + "opposite_logprob_tokens": [ + -6.377520561218262 + ], + "logprob_reward": -0.002520362613722682, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.002520362613722682, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16621291637420654, + 0.031857289373874664, + 0.10330568253993988, + 0.09604211151599884, + 0.045565228909254074, + 0.08783586323261261, + 0.11106827855110168, + 0.14306670427322388, + 0.06998082995414734, + 0.14506518840789795 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.002520362613722682 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the woody tips of evergreen branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a slow and delicate push-in movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant lime-green needles visible sprouting from reddish-brown bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus bokeh of greens and browns with a blurred forest canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the new needles appear translucent and unfurl steadily in the warm golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634921483695507 + ], + "opposite_logprob_tokens": [ + -3.6513493061065674 + ], + "logprob_reward": -0.02634921483695507, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634921483695507, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12569718062877655, + 0.04738369584083557, + 0.0904010608792305, + 0.056714948266744614, + 0.043320417404174805, + 0.0616355836391449, + 0.07094357907772064, + 0.14532551169395447, + 0.2648800313472748, + 0.09369796514511108 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.02634921483695507 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the woody tips of evergreen branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a slow and delicate push-in movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant lime-green needles visible sprouting from reddish-brown bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus bokeh of greens and browns with a blurred forest canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the new needles appear translucent and unfurl steadily in the warm golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008118432597257197 + ], + "opposite_logprob_tokens": [ + -7.12581205368042 + ], + "logprob_reward": -0.0008118432597257197, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008118432597257197, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08943447470664978, + 0.03384403511881828, + 0.06499914824962616, + 0.043251216411590576, + 0.05657704547047615, + 0.1027924045920372, + 0.07150282710790634, + 0.11287178099155426, + 0.3766883313655853, + 0.04803869128227234 + ], + "top_frames": [ + 8, + 7, + 5 + ], + "selected_reward": -0.0008118432597257197 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the woody tips of evergreen branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a slow and delicate push-in movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant lime-green needles visible sprouting from reddish-brown bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus bokeh of greens and browns with a blurred forest canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the new needles appear translucent and unfurl steadily in the warm golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006736189126968384 + ], + "opposite_logprob_tokens": [ + -5.0067362785339355 + ], + "logprob_reward": -0.006736189126968384, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006736189126968384, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26181694865226746, + 0.12616167962551117, + 0.03905551880598068, + 0.04216187447309494, + 0.11669653654098511, + 0.13948677480220795, + 0.029632316902279854, + 0.18203337490558624, + 0.030061136931180954, + 0.032893821597099304 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.006736189126968384 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the woody tips of evergreen branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a slow and delicate push-in movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant lime-green needles visible sprouting from reddish-brown bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus bokeh of greens and browns with a blurred forest canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the new needles appear translucent and unfurl steadily in the warm golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008631185628473759 + ], + "opposite_logprob_tokens": [ + -4.758631229400635 + ], + "logprob_reward": -0.008631185628473759, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008631185628473759, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16562820971012115, + 0.03885940834879875, + 0.14879219233989716, + 0.046154800802469254, + 0.08638520538806915, + 0.08104413747787476, + 0.09062760323286057, + 0.12626928091049194, + 0.11841963976621628, + 0.09781944751739502 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.008631185628473759 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, executed with a slow and delicate camera push-in, focuses on the woody, textured tips of evergreen branches. Soft, golden morning light filters through the blurred forest canopy in the background, capturing the delicate surface of new growth. From the tip of the branch, beneath its reddish-brown, slightly rough bark, a cluster of vibrant, lime-green needles sprouts, their delicate forms appearing almost translucent in the warm light. These fresh needles steadily unfurl with life, their soft, bright colors creating a stark and beautiful contrast against the background of older, deep forest green foliage, whose waxy and established needles frame the new life. The background is a soft-focus bokeh of greens and browns, enhancing the sense of depth and isolating the subject. The entire scene is imbued with a tranquil and hopeful atmosphere, capturing this quiet, microscopic moment of natural renewal with lifelike clarity.", + "seed": 8820, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_0/index_786_seed_8820_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.013040268560871482, + "vlm_logprob": -0.013040268560871482, + "vlm_yes_no_margin": 4.85, + "vlm_token_credit": -0.013040268560871482, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the woody tips of evergreen branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a slow and delicate push-in movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant lime-green needles visible sprouting from reddish-brown bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus bokeh of greens and browns with a blurred forest canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the new needles appear translucent and unfurl steadily in the warm golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030697789043188095 + ], + "opposite_logprob_tokens": [ + -3.530697822570801 + ], + "logprob_reward": -0.030697789043188095, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.030697789043188095, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12519335746765137, + 0.12588845193386078, + 0.1325826197862625, + 0.031077241525053978, + 0.3120529353618622, + 0.10355214774608612, + 0.04022902995347977, + 0.03242115676403046, + 0.01701708883047104, + 0.07998594641685486 + ], + "top_frames": [ + 4, + 2, + 1 + ], + "selected_reward": -0.030697789043188095 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the woody tips of evergreen branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a slow and delicate push-in movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant lime-green needles visible sprouting from reddish-brown bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus bokeh of greens and browns with a blurred forest canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the new needles appear translucent and unfurl steadily in the warm golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023295527324080467 + ], + "opposite_logprob_tokens": [ + -3.7732956409454346 + ], + "logprob_reward": -0.023295527324080467, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023295527324080467, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08978043496608734, + 0.058029282838106155, + 0.1628984808921814, + 0.0763014703989029, + 0.11240901052951813, + 0.06418371945619583, + 0.0718875452876091, + 0.11732262372970581, + 0.04781457036733627, + 0.19937287271022797 + ], + "top_frames": [ + 9, + 2, + 7 + ], + "selected_reward": -0.023295527324080467 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the woody tips of evergreen branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a slow and delicate push-in movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant lime-green needles visible sprouting from reddish-brown bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus bokeh of greens and browns with a blurred forest canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the new needles appear translucent and unfurl steadily in the warm golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001938013592734933 + ], + "opposite_logprob_tokens": [ + -6.2519378662109375 + ], + "logprob_reward": -0.001938013592734933, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.001938013592734933, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12136780470609665, + 0.12271931022405624, + 0.13236188888549805, + 0.05153004080057144, + 0.23809798061847687, + 0.12251211702823639, + 0.03359369933605194, + 0.027618790045380592, + 0.04431426152586937, + 0.10588404536247253 + ], + "top_frames": [ + 4, + 2, + 1 + ], + "selected_reward": -0.001938013592734933 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the woody tips of evergreen branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a slow and delicate push-in movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant lime-green needles visible sprouting from reddish-brown bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus bokeh of greens and browns with a blurred forest canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the new needles appear translucent and unfurl steadily in the warm golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004638269543647766 + ], + "opposite_logprob_tokens": [ + -5.379638195037842 + ], + "logprob_reward": -0.004638269543647766, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004638269543647766, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.059354811906814575, + 0.05851614102721214, + 0.03452293202280998, + 0.07016316056251526, + 0.5772068500518799, + 0.058043140918016434, + 0.02888028509914875, + 0.028929313644766808, + 0.032224345952272415, + 0.05215907841920853 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.004638269543647766 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the woody tips of evergreen branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a slow and delicate push-in movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant lime-green needles visible sprouting from reddish-brown bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus bokeh of greens and browns with a blurred forest canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the new needles appear translucent and unfurl steadily in the warm golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004631743300706148 + ], + "opposite_logprob_tokens": [ + -5.379631519317627 + ], + "logprob_reward": -0.004631743300706148, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004631743300706148, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07817923277616501, + 0.05795234814286232, + 0.055088259279727936, + 0.09362661838531494, + 0.35760265588760376, + 0.09277842193841934, + 0.06353411823511124, + 0.08637362718582153, + 0.04912981390953064, + 0.06573494523763657 + ], + "top_frames": [ + 4, + 3, + 5 + ], + "selected_reward": -0.004631743300706148 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, executed with a slow and delicate camera push-in, focuses on the woody, textured tips of evergreen branches. Soft, golden morning light filters through the blurred forest canopy in the background, capturing the delicate surface of new growth. From the tip of the branch, beneath its reddish-brown, slightly rough bark, a cluster of vibrant, lime-green needles sprouts, their delicate forms appearing almost translucent in the warm light. These fresh needles steadily unfurl with life, their soft, bright colors creating a stark and beautiful contrast against the background of older, deep forest green foliage, whose waxy and established needles frame the new life. The background is a soft-focus bokeh of greens and browns, enhancing the sense of depth and isolating the subject. The entire scene is imbued with a tranquil and hopeful atmosphere, capturing this quiet, microscopic moment of natural renewal with lifelike clarity.", + "seed": 8821, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_0/index_786_seed_8821_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.007789455074816942, + "vlm_logprob": -0.007789455074816942, + "vlm_yes_no_margin": 5.275, + "vlm_token_credit": -0.007789455074816942, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the woody tips of evergreen branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a slow and delicate push-in movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant lime-green needles visible sprouting from reddish-brown bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus bokeh of greens and browns with a blurred forest canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the new needles appear translucent and unfurl steadily in the warm golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003905765013769269 + ], + "opposite_logprob_tokens": [ + -5.753905773162842 + ], + "logprob_reward": -0.003905765013769269, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003905765013769269, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18408788740634918, + 0.10551466047763824, + 0.06832224875688553, + 0.22826500236988068, + 0.06509466469287872, + 0.09293071180582047, + 0.08090149611234665, + 0.03162990137934685, + 0.08164341747760773, + 0.06161000207066536 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.003905765013769269 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the woody tips of evergreen branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a slow and delicate push-in movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant lime-green needles visible sprouting from reddish-brown bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus bokeh of greens and browns with a blurred forest canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the new needles appear translucent and unfurl steadily in the warm golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023291219025850296 + ], + "opposite_logprob_tokens": [ + -3.7732911109924316 + ], + "logprob_reward": -0.023291219025850296, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023291219025850296, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10401128977537155, + 0.08418110013008118, + 0.05502931773662567, + 0.3901525139808655, + 0.02092902362346649, + 0.08328386396169662, + 0.11634823679924011, + 0.04635320603847504, + 0.07045065611600876, + 0.029260868206620216 + ], + "top_frames": [ + 3, + 6, + 0 + ], + "selected_reward": -0.023291219025850296 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the woody tips of evergreen branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a slow and delicate push-in movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant lime-green needles visible sprouting from reddish-brown bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus bokeh of greens and browns with a blurred forest canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the new needles appear translucent and unfurl steadily in the warm golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003611947875469923 + ], + "opposite_logprob_tokens": [ + -5.628612041473389 + ], + "logprob_reward": -0.003611947875469923, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003611947875469923, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12524425983428955, + 0.05307289585471153, + 0.10150395333766937, + 0.4207542836666107, + 0.09729722887277603, + 0.049800559878349304, + 0.0568435937166214, + 0.017228450626134872, + 0.02927112765610218, + 0.04898358881473541 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.003611947875469923 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the woody tips of evergreen branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a slow and delicate push-in movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant lime-green needles visible sprouting from reddish-brown bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus bokeh of greens and browns with a blurred forest canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the new needles appear translucent and unfurl steadily in the warm golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021964015904814005 + ], + "opposite_logprob_tokens": [ + -6.127196311950684 + ], + "logprob_reward": -0.0021964015904814005, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021964015904814005, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09535111486911774, + 0.05889182537794113, + 0.0323096439242363, + 0.5875948667526245, + 0.05496371537446976, + 0.03496081382036209, + 0.045017022639513016, + 0.028255674988031387, + 0.037871766835451126, + 0.024783635511994362 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.0021964015904814005 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the woody tips of evergreen branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a slow and delicate push-in movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant lime-green needles visible sprouting from reddish-brown bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus bokeh of greens and browns with a blurred forest canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the new needles appear translucent and unfurl steadily in the warm golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059419418685138226 + ], + "opposite_logprob_tokens": [ + -5.130941867828369 + ], + "logprob_reward": -0.0059419418685138226, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059419418685138226, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33857762813568115, + 0.1122993603348732, + 0.08077771216630936, + 0.09571325778961182, + 0.04781479388475418, + 0.11408490687608719, + 0.046701882034540176, + 0.015272120013833046, + 0.054654937237501144, + 0.09410340338945389 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.0059419418685138226 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_1/index_tensor([1848, 1848])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_1/index_tensor([1848, 1848])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..faea6d52a039c431af66fd33b353ac8153388cd9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_1/index_tensor([1848, 1848])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up, static shot is positioned at eye level with a produce display in a brightly lit grocery store aisle. Clean, even fluorescent overhead lighting casts a bright, almost sterile glow, rendering the colorful, blurred packaging and white shelf backdrop into a soft, abstract bokeh. From the left side of the frame, a slender hand with pale skin, perfectly manicured nails, and smooth, elegantly extended fingers reaches in. Simultaneously, from the right, a slightly larger hand with a warm complexion and clean, short-manicured nails moves in with the same purpose. Their shared destination is a single, perfectly ripe avocado, its bumpy, dark green skin retaining a subtle sheen under the store lights. Just as the two sets of fingertips approach the fruit, they touch; the index finger of the left hand gently brushes against the index finger of the right. In a brief, suspended moment, the hands freeze, and the unexpected soft touch creates a silent spark of surprise and awareness, instantly transforming the mundane act of grocery shopping into an intimate, serendipitous encounter filled with quiet, romantic tension.", + "seed": 28265, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_1/index_1848_seed_28265_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.17576297614723443, + "vlm_logprob": -0.17576297614723443, + "vlm_yes_no_margin": 3.1, + "vlm_token_credit": -0.17576297614723443, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a produce display in a grocery store aisle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and positioned at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do two hands enter the frame simultaneously from the left and right sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the hands touch a single ripe avocado with bumpy, dark green skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the fingertips of the two hands touch each other and then freeze in a suspended moment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12210231274366379 + ], + "opposite_logprob_tokens": [ + -2.2471022605895996 + ], + "logprob_reward": -0.12210231274366379, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.12210231274366379, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07205577939748764, + 0.045533888041973114, + 0.3236728012561798, + 0.06116043031215668, + 0.05643691122531891, + 0.02443018928170204, + 0.11026059091091156, + 0.04740417003631592, + 0.24134691059589386, + 0.0176983829587698 + ], + "top_frames": [ + 2, + 8, + 6 + ], + "selected_reward": -0.12210231274366379 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a produce display in a grocery store aisle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and positioned at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do two hands enter the frame simultaneously from the left and right sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the hands touch a single ripe avocado with bumpy, dark green skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the fingertips of the two hands touch each other and then freeze in a suspended moment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6934370398521423 + ], + "opposite_logprob_tokens": [ + -0.6934370398521423 + ], + "logprob_reward": -0.6934370398521423, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6934370398521423, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08039169013500214, + 0.05212903767824173, + 0.3030847907066345, + 0.0309024378657341, + 0.070710688829422, + 0.05211929976940155, + 0.17552541196346283, + 0.09374605864286423, + 0.11221861094236374, + 0.029171904549002647 + ], + "top_frames": [ + 2, + 6, + 8 + ], + "selected_reward": -0.6934370398521423 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a produce display in a grocery store aisle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and positioned at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do two hands enter the frame simultaneously from the left and right sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the hands touch a single ripe avocado with bumpy, dark green skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the fingertips of the two hands touch each other and then freeze in a suspended moment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018213525414466858 + ], + "opposite_logprob_tokens": [ + -4.018213748931885 + ], + "logprob_reward": -0.018213525414466858, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018213525414466858, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1287078857421875, + 0.0487573966383934, + 0.2680884599685669, + 0.02947099879384041, + 0.047458384186029434, + 0.07080696523189545, + 0.2997611463069916, + 0.04471258074045181, + 0.03350088745355606, + 0.02873530425131321 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.018213525414466858 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a produce display in a grocery store aisle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and positioned at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do two hands enter the frame simultaneously from the left and right sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the hands touch a single ripe avocado with bumpy, dark green skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the fingertips of the two hands touch each other and then freeze in a suspended moment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019539566710591316 + ], + "opposite_logprob_tokens": [ + -6.251954078674316 + ], + "logprob_reward": -0.0019539566710591316, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019539566710591316, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07214213907718658, + 0.032072074711322784, + 0.6528505086898804, + 0.022870376706123352, + 0.018368003889918327, + 0.03628002479672432, + 0.07535825669765472, + 0.03562990576028824, + 0.035207413136959076, + 0.0192213486880064 + ], + "top_frames": [ + 2, + 6, + 0 + ], + "selected_reward": -0.0019539566710591316 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a produce display in a grocery store aisle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and positioned at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do two hands enter the frame simultaneously from the left and right sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the hands touch a single ripe avocado with bumpy, dark green skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the fingertips of the two hands touch each other and then freeze in a suspended moment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04310804605484009 + ], + "opposite_logprob_tokens": [ + -3.1681079864501953 + ], + "logprob_reward": -0.04310804605484009, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04310804605484009, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04389972984790802, + 0.017368897795677185, + 0.6582475304603577, + 0.01806567795574665, + 0.02879541739821434, + 0.022932488471269608, + 0.10651426017284393, + 0.018139177933335304, + 0.058608707040548325, + 0.02742806263267994 + ], + "top_frames": [ + 2, + 6, + 8 + ], + "selected_reward": -0.04310804605484009 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static shot is positioned at eye level with a produce display in a brightly lit grocery store aisle. Clean, even fluorescent overhead lighting casts a bright, almost sterile glow, rendering the colorful, blurred packaging and white shelf backdrop into a soft, abstract bokeh. From the left side of the frame, a slender hand with pale skin, perfectly manicured nails, and smooth, elegantly extended fingers reaches in. Simultaneously, from the right, a slightly larger hand with a warm complexion and clean, short-manicured nails moves in with the same purpose. Their shared destination is a single, perfectly ripe avocado, its bumpy, dark green skin retaining a subtle sheen under the store lights. Just as the two sets of fingertips approach the fruit, they touch; the index finger of the left hand gently brushes against the index finger of the right. In a brief, suspended moment, the hands freeze, and the unexpected soft touch creates a silent spark of surprise and awareness, instantly transforming the mundane act of grocery shopping into an intimate, serendipitous encounter filled with quiet, romantic tension.", + "seed": 28266, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_1/index_1848_seed_28266_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.24019625894725322, + "vlm_logprob": -0.24019625894725322, + "vlm_yes_no_margin": 2.725, + "vlm_token_credit": -0.24019625894725322, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a produce display in a grocery store aisle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and positioned at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do two hands enter the frame simultaneously from the left and right sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the hands touch a single ripe avocado with bumpy, dark green skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the fingertips of the two hands touch each other and then freeze in a suspended moment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31644830107688904 + ], + "opposite_logprob_tokens": [ + -1.3164483308792114 + ], + "logprob_reward": -0.31644830107688904, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31644830107688904, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23793908953666687, + 0.06730356812477112, + 0.06926294416189194, + 0.04448629170656204, + 0.21445351839065552, + 0.13140180706977844, + 0.14226631820201874, + 0.018859125673770905, + 0.01582147367298603, + 0.05820586159825325 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.31644830107688904 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a produce display in a grocery store aisle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and positioned at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do two hands enter the frame simultaneously from the left and right sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the hands touch a single ripe avocado with bumpy, dark green skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the fingertips of the two hands touch each other and then freeze in a suspended moment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8262026309967041 + ], + "opposite_logprob_tokens": [ + -0.5762026309967041 + ], + "logprob_reward": -0.8262026309967041, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8262026309967041, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08846703171730042, + 0.044525567442178726, + 0.06767725199460983, + 0.5048761963844299, + 0.07837675511837006, + 0.09432239085435867, + 0.030576316639780998, + 0.03116353042423725, + 0.01115779485553503, + 0.048857223242521286 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.8262026309967041 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a produce display in a grocery store aisle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and positioned at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do two hands enter the frame simultaneously from the left and right sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the hands touch a single ripe avocado with bumpy, dark green skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the fingertips of the two hands touch each other and then freeze in a suspended moment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016092533245682716 + ], + "opposite_logprob_tokens": [ + -4.141092300415039 + ], + "logprob_reward": -0.016092533245682716, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016092533245682716, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15347233414649963, + 0.09985312074422836, + 0.141686350107193, + 0.09569764137268066, + 0.20791015028953552, + 0.15774036943912506, + 0.07885343581438065, + 0.012582270428538322, + 0.017116550356149673, + 0.03508780524134636 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.016092533245682716 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a produce display in a grocery store aisle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and positioned at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do two hands enter the frame simultaneously from the left and right sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the hands touch a single ripe avocado with bumpy, dark green skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the fingertips of the two hands touch each other and then freeze in a suspended moment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0041105784475803375 + ], + "opposite_logprob_tokens": [ + -5.504110813140869 + ], + "logprob_reward": -0.0041105784475803375, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0041105784475803375, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11544083803892136, + 0.09643352776765823, + 0.07813502103090286, + 0.34650516510009766, + 0.1288173496723175, + 0.05977772921323776, + 0.06864513456821442, + 0.04484664648771286, + 0.027479059994220734, + 0.03391950950026512 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.0041105784475803375 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a produce display in a grocery store aisle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and positioned at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do two hands enter the frame simultaneously from the left and right sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the hands touch a single ripe avocado with bumpy, dark green skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the fingertips of the two hands touch each other and then freeze in a suspended moment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812725096940994 + ], + "opposite_logprob_tokens": [ + -3.2881271839141846 + ], + "logprob_reward": -0.03812725096940994, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812725096940994, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2792593836784363, + 0.07529324293136597, + 0.08591975271701813, + 0.13402342796325684, + 0.12941160798072815, + 0.06535907089710236, + 0.04394049197435379, + 0.04487718269228935, + 0.03290111944079399, + 0.10901471972465515 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.03812725096940994 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static shot is positioned at eye level with a produce display in a brightly lit grocery store aisle. Clean, even fluorescent overhead lighting casts a bright, almost sterile glow, rendering the colorful, blurred packaging and white shelf backdrop into a soft, abstract bokeh. From the left side of the frame, a slender hand with pale skin, perfectly manicured nails, and smooth, elegantly extended fingers reaches in. Simultaneously, from the right, a slightly larger hand with a warm complexion and clean, short-manicured nails moves in with the same purpose. Their shared destination is a single, perfectly ripe avocado, its bumpy, dark green skin retaining a subtle sheen under the store lights. Just as the two sets of fingertips approach the fruit, they touch; the index finger of the left hand gently brushes against the index finger of the right. In a brief, suspended moment, the hands freeze, and the unexpected soft touch creates a silent spark of surprise and awareness, instantly transforming the mundane act of grocery shopping into an intimate, serendipitous encounter filled with quiet, romantic tension.", + "seed": 28267, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_1/index_1848_seed_28267_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.24580492118839176, + "vlm_logprob": -0.24580492118839176, + "vlm_yes_no_margin": 2.8500000119209288, + "vlm_token_credit": -0.24580492118839176, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a produce display in a grocery store aisle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and positioned at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do two hands enter the frame simultaneously from the left and right sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the hands touch a single ripe avocado with bumpy, dark green skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the fingertips of the two hands touch each other and then freeze in a suspended moment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05626660957932472 + ], + "opposite_logprob_tokens": [ + -2.9312665462493896 + ], + "logprob_reward": -0.05626660957932472, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05626660957932472, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1279592663049698, + 0.04824405908584595, + 0.0429290272295475, + 0.41627275943756104, + 0.14525428414344788, + 0.09311370551586151, + 0.05094653367996216, + 0.015227757394313812, + 0.04200736805796623, + 0.01804528757929802 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.05626660957932472 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a produce display in a grocery store aisle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and positioned at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do two hands enter the frame simultaneously from the left and right sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the hands touch a single ripe avocado with bumpy, dark green skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the fingertips of the two hands touch each other and then freeze in a suspended moment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0539391040802002 + ], + "opposite_logprob_tokens": [ + -0.42893916368484497 + ], + "logprob_reward": -1.0539391040802002, + "yes_no_margin_reward": -0.6249999403953552, + "token_credit_reward": -1.0539391040802002, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.15700098872184753, + 0.07906624674797058, + 0.026669688522815704, + 0.23998533189296722, + 0.16728216409683228, + 0.14795950055122375, + 0.09024976193904877, + 0.0451573021709919, + 0.02744675800204277, + 0.019182302057743073 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -1.0539391040802002 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a produce display in a grocery store aisle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and positioned at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do two hands enter the frame simultaneously from the left and right sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the hands touch a single ripe avocado with bumpy, dark green skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the fingertips of the two hands touch each other and then freeze in a suspended moment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.055004168301820755 + ], + "opposite_logprob_tokens": [ + -2.930004119873047 + ], + "logprob_reward": -0.055004168301820755, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.055004168301820755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0893607959151268, + 0.04030759632587433, + 0.02338305488228798, + 0.5833529233932495, + 0.08377380669116974, + 0.0782102718949318, + 0.013080598786473274, + 0.035034533590078354, + 0.02417287416756153, + 0.029323585331439972 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.055004168301820755 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a produce display in a grocery store aisle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and positioned at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do two hands enter the frame simultaneously from the left and right sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the hands touch a single ripe avocado with bumpy, dark green skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the fingertips of the two hands touch each other and then freeze in a suspended moment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017225203337147832 + ], + "opposite_logprob_tokens": [ + -6.37672233581543 + ], + "logprob_reward": -0.0017225203337147832, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017225203337147832, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19548390805721283, + 0.03771073371171951, + 0.062203798443078995, + 0.27220508456230164, + 0.06783051043748856, + 0.19158335030078888, + 0.059403300285339355, + 0.035618413239717484, + 0.01937088929116726, + 0.05858999863266945 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.0017225203337147832 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a produce display in a grocery store aisle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and positioned at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do two hands enter the frame simultaneously from the left and right sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the hands touch a single ripe avocado with bumpy, dark green skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the fingertips of the two hands touch each other and then freeze in a suspended moment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06209220364689827 + ], + "opposite_logprob_tokens": [ + -2.8120923042297363 + ], + "logprob_reward": -0.06209220364689827, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06209220364689827, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1924014687538147, + 0.06490450352430344, + 0.059104111045598984, + 0.11666179448366165, + 0.11811396479606628, + 0.11665396392345428, + 0.057548828423023224, + 0.055987823754549026, + 0.08708132058382034, + 0.1315421611070633 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.06209220364689827 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static shot is positioned at eye level with a produce display in a brightly lit grocery store aisle. Clean, even fluorescent overhead lighting casts a bright, almost sterile glow, rendering the colorful, blurred packaging and white shelf backdrop into a soft, abstract bokeh. From the left side of the frame, a slender hand with pale skin, perfectly manicured nails, and smooth, elegantly extended fingers reaches in. Simultaneously, from the right, a slightly larger hand with a warm complexion and clean, short-manicured nails moves in with the same purpose. Their shared destination is a single, perfectly ripe avocado, its bumpy, dark green skin retaining a subtle sheen under the store lights. Just as the two sets of fingertips approach the fruit, they touch; the index finger of the left hand gently brushes against the index finger of the right. In a brief, suspended moment, the hands freeze, and the unexpected soft touch creates a silent spark of surprise and awareness, instantly transforming the mundane act of grocery shopping into an intimate, serendipitous encounter filled with quiet, romantic tension.", + "seed": 28268, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_1/index_1848_seed_28268_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.311581658385694, + "vlm_logprob": -0.311581658385694, + "vlm_yes_no_margin": 2.675, + "vlm_token_credit": -0.311581658385694, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a produce display in a grocery store aisle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and positioned at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do two hands enter the frame simultaneously from the left and right sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the hands touch a single ripe avocado with bumpy, dark green skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the fingertips of the two hands touch each other and then freeze in a suspended moment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06563365459442139 + ], + "opposite_logprob_tokens": [ + -2.815633773803711 + ], + "logprob_reward": -0.06563365459442139, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06563365459442139, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2308984100818634, + 0.2553037106990814, + 0.03314740210771561, + 0.09455879032611847, + 0.07590456306934357, + 0.08100348711013794, + 0.03345729038119316, + 0.060131900012493134, + 0.10082074254751205, + 0.03477371484041214 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.06563365459442139 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a produce display in a grocery store aisle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and positioned at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do two hands enter the frame simultaneously from the left and right sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the hands touch a single ripe avocado with bumpy, dark green skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the fingertips of the two hands touch each other and then freeze in a suspended moment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4063594341278076 + ], + "opposite_logprob_tokens": [ + -0.28135940432548523 + ], + "logprob_reward": -1.4063594341278076, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4063594341278076, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2717253565788269, + 0.3105342388153076, + 0.05011635646224022, + 0.02388651669025421, + 0.027096353471279144, + 0.034783005714416504, + 0.03960016742348671, + 0.11227498948574066, + 0.03152356296777725, + 0.09845937788486481 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -1.4063594341278076 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a produce display in a grocery store aisle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and positioned at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do two hands enter the frame simultaneously from the left and right sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the hands touch a single ripe avocado with bumpy, dark green skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the fingertips of the two hands touch each other and then freeze in a suspended moment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04311158508062363 + ], + "opposite_logprob_tokens": [ + -3.168111562728882 + ], + "logprob_reward": -0.04311158508062363, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04311158508062363, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2428046315908432, + 0.30815795063972473, + 0.028659481555223465, + 0.013309072703123093, + 0.02269824780523777, + 0.027714913710951805, + 0.05473778396844864, + 0.04920423403382301, + 0.10885517299175262, + 0.14385852217674255 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.04311158508062363 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a produce display in a grocery store aisle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and positioned at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do two hands enter the frame simultaneously from the left and right sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the hands touch a single ripe avocado with bumpy, dark green skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the fingertips of the two hands touch each other and then freeze in a suspended moment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00465927179902792 + ], + "opposite_logprob_tokens": [ + -5.379659175872803 + ], + "logprob_reward": -0.00465927179902792, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00465927179902792, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21528519690036774, + 0.16230015456676483, + 0.047425009310245514, + 0.012359246611595154, + 0.026559466496109962, + 0.05201506242156029, + 0.10931228846311569, + 0.1480594426393509, + 0.061007872223854065, + 0.1656762808561325 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.00465927179902792 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a produce display in a grocery store aisle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and positioned at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do two hands enter the frame simultaneously from the left and right sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the hands touch a single ripe avocado with bumpy, dark green skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the fingertips of the two hands touch each other and then freeze in a suspended moment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038144346326589584 + ], + "opposite_logprob_tokens": [ + -3.28814435005188 + ], + "logprob_reward": -0.038144346326589584, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038144346326589584, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12850797176361084, + 0.2678999900817871, + 0.021242883056402206, + 0.03438883274793625, + 0.02158747799694538, + 0.0475277341902256, + 0.04760512709617615, + 0.044295452535152435, + 0.05619267001748085, + 0.330751895904541 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.038144346326589584 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_10/index_tensor([3205, 3205])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_10/index_tensor([3205, 3205])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..f7ddad96d6fb949f70c00df5a267870d0f69f844 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_10/index_tensor([3205, 3205])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "camera, shot from a slightly overhead angle, slowly and steadily pans forward, focusing on a simple, quaint Zen room. A soft ray of afternoon sunlight slants through the paper-covered shoji windows, casting a warm, bright spot on the polished wooden floor. Tiny particles of dust in the air dance quietly in the beams. In the center of the room, on a round straw cushion, a young monk with a shaved head lies sound asleep. He wears a simple, khaki cotton and linen robe, its folds rising and falling as his body rises and falls. His small frame is slightly hunched, one hand resting naturally on his abdomen, the other resting on his delicate cheek. The sunlight gently outlines his form and illuminates half of his serene face. His eyes are closed, his breathing is deep and even, his chest rises and falls gently, and even the faintest hint of a sweet smile plays at the corner of his mouth. The color tone of the entire scene is mainly warm wood color and earth color. The interweaving of light and shadow creates an extremely tranquil, pure and Zen atmosphere.", + "seed": 25162, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_10/index_3205_seed_25162_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.017298472672700883, + "vlm_logprob": -0.017298472672700883, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.017298472672700883, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a simple, quaint Zen room with a polished wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young monk with a shaved head lying sound asleep on a round straw cushion in the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a simple khaki cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pan forward from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a soft ray of afternoon sunlight slanting through paper-covered shoji windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021904675289988518 + ], + "opposite_logprob_tokens": [ + -3.896904706954956 + ], + "logprob_reward": -0.021904675289988518, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.021904675289988518, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18942894041538239, + 0.035575173795223236, + 0.29740068316459656, + 0.11798075586557388, + 0.04006212577223778, + 0.06079652160406113, + 0.06301247328519821, + 0.06739946454763412, + 0.06055735424160957, + 0.06778647750616074 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.021904675289988518 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a simple, quaint Zen room with a polished wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young monk with a shaved head lying sound asleep on a round straw cushion in the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a simple khaki cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pan forward from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a soft ray of afternoon sunlight slanting through paper-covered shoji windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016097459942102432 + ], + "opposite_logprob_tokens": [ + -4.141097545623779 + ], + "logprob_reward": -0.016097459942102432, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016097459942102432, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.036069128662347794, + 0.2531466782093048, + 0.04594036564230919, + 0.04808880016207695, + 0.03633934631943703, + 0.11355796456336975, + 0.0391322486102581, + 0.04923437535762787, + 0.3296448290348053, + 0.0488462932407856 + ], + "top_frames": [ + 8, + 1, + 5 + ], + "selected_reward": -0.016097459942102432 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a simple, quaint Zen room with a polished wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young monk with a shaved head lying sound asleep on a round straw cushion in the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a simple khaki cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pan forward from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a soft ray of afternoon sunlight slanting through paper-covered shoji windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018208609893918037 + ], + "opposite_logprob_tokens": [ + -4.0182085037231445 + ], + "logprob_reward": -0.018208609893918037, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018208609893918037, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11533583700656891, + 0.18391801416873932, + 0.08884184062480927, + 0.04219769686460495, + 0.04216126352548599, + 0.11772903800010681, + 0.045953791588544846, + 0.056345172226428986, + 0.22310173511505127, + 0.08441562205553055 + ], + "top_frames": [ + 8, + 1, + 5 + ], + "selected_reward": -0.018208609893918037 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a simple, quaint Zen room with a polished wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young monk with a shaved head lying sound asleep on a round straw cushion in the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a simple khaki cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pan forward from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a soft ray of afternoon sunlight slanting through paper-covered shoji windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014197062700986862 + ], + "opposite_logprob_tokens": [ + -4.264196872711182 + ], + "logprob_reward": -0.014197062700986862, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014197062700986862, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06654240190982819, + 0.08745425939559937, + 0.04140641167759895, + 0.24791423976421356, + 0.05047028139233589, + 0.09596046805381775, + 0.20059219002723694, + 0.041470643132925034, + 0.0651443600654602, + 0.10304474085569382 + ], + "top_frames": [ + 3, + 6, + 9 + ], + "selected_reward": -0.014197062700986862 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a simple, quaint Zen room with a polished wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young monk with a shaved head lying sound asleep on a round straw cushion in the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a simple khaki cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pan forward from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a soft ray of afternoon sunlight slanting through paper-covered shoji windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01608455553650856 + ], + "opposite_logprob_tokens": [ + -4.141084671020508 + ], + "logprob_reward": -0.01608455553650856, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01608455553650856, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10600277036428452, + 0.6171392798423767, + 0.06315396726131439, + 0.035558395087718964, + 0.007921290583908558, + 0.055025506764650345, + 0.023380201309919357, + 0.04215715453028679, + 0.01895737834274769, + 0.03070405125617981 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.01608455553650856 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "camera, shot from a slightly overhead angle, slowly and steadily pans forward, focusing on a simple, quaint Zen room. A soft ray of afternoon sunlight slants through the paper-covered shoji windows, casting a warm, bright spot on the polished wooden floor. Tiny particles of dust in the air dance quietly in the beams. In the center of the room, on a round straw cushion, a young monk with a shaved head lies sound asleep. He wears a simple, khaki cotton and linen robe, its folds rising and falling as his body rises and falls. His small frame is slightly hunched, one hand resting naturally on his abdomen, the other resting on his delicate cheek. The sunlight gently outlines his form and illuminates half of his serene face. His eyes are closed, his breathing is deep and even, his chest rises and falls gently, and even the faintest hint of a sweet smile plays at the corner of his mouth. The color tone of the entire scene is mainly warm wood color and earth color. The interweaving of light and shadow creates an extremely tranquil, pure and Zen atmosphere.", + "seed": 25163, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_10/index_3205_seed_25163_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.012874058727174998, + "vlm_logprob": -0.012874058727174998, + "vlm_yes_no_margin": 4.5, + "vlm_token_credit": -0.012874058727174998, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a simple, quaint Zen room with a polished wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young monk with a shaved head lying sound asleep on a round straw cushion in the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a simple khaki cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pan forward from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a soft ray of afternoon sunlight slanting through paper-covered shoji windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015002281405031681 + ], + "opposite_logprob_tokens": [ + -4.390002250671387 + ], + "logprob_reward": -0.015002281405031681, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.015002281405031681, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30590805411338806, + 0.09757012873888016, + 0.028913011774420738, + 0.046960148960351944, + 0.034298308193683624, + 0.030077792704105377, + 0.3156108558177948, + 0.033397480845451355, + 0.0420110747218132, + 0.06525324285030365 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.015002281405031681 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a simple, quaint Zen room with a polished wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young monk with a shaved head lying sound asleep on a round straw cushion in the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a simple khaki cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pan forward from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a soft ray of afternoon sunlight slanting through paper-covered shoji windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01608608104288578 + ], + "opposite_logprob_tokens": [ + -4.141086101531982 + ], + "logprob_reward": -0.01608608104288578, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01608608104288578, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3325197994709015, + 0.036358993500471115, + 0.010735650546848774, + 0.006564198061823845, + 0.009421109221875668, + 0.007373327389359474, + 0.4841851592063904, + 0.010525367222726345, + 0.03725719451904297, + 0.06505916267633438 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.01608608104288578 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a simple, quaint Zen room with a polished wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young monk with a shaved head lying sound asleep on a round straw cushion in the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a simple khaki cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pan forward from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a soft ray of afternoon sunlight slanting through paper-covered shoji windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020595386624336243 + ], + "opposite_logprob_tokens": [ + -3.8955953121185303 + ], + "logprob_reward": -0.020595386624336243, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020595386624336243, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1976461559534073, + 0.02205277979373932, + 0.022352516651153564, + 0.01740424335002899, + 0.018317971378564835, + 0.025243397802114487, + 0.4672881066799164, + 0.01905498094856739, + 0.02892214059829712, + 0.18171773850917816 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.020595386624336243 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a simple, quaint Zen room with a polished wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young monk with a shaved head lying sound asleep on a round straw cushion in the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a simple khaki cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pan forward from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a soft ray of afternoon sunlight slanting through paper-covered shoji windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006735952105373144 + ], + "opposite_logprob_tokens": [ + -5.006735801696777 + ], + "logprob_reward": -0.006735952105373144, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006735952105373144, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2601633667945862, + 0.07168979942798615, + 0.03365359827876091, + 0.022192837670445442, + 0.013703912496566772, + 0.019737590104341507, + 0.33178573846817017, + 0.03571521118283272, + 0.14409178495407104, + 0.06726626306772232 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.006735952105373144 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a simple, quaint Zen room with a polished wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young monk with a shaved head lying sound asleep on a round straw cushion in the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a simple khaki cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pan forward from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a soft ray of afternoon sunlight slanting through paper-covered shoji windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005950592458248138 + ], + "opposite_logprob_tokens": [ + -5.130950450897217 + ], + "logprob_reward": -0.005950592458248138, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005950592458248138, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3121207654476166, + 0.11876522749662399, + 0.015697726979851723, + 0.012615502811968327, + 0.0287008099257946, + 0.05278076231479645, + 0.35935601592063904, + 0.035290688276290894, + 0.02169126458466053, + 0.042981233447790146 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.005950592458248138 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "camera, shot from a slightly overhead angle, slowly and steadily pans forward, focusing on a simple, quaint Zen room. A soft ray of afternoon sunlight slants through the paper-covered shoji windows, casting a warm, bright spot on the polished wooden floor. Tiny particles of dust in the air dance quietly in the beams. In the center of the room, on a round straw cushion, a young monk with a shaved head lies sound asleep. He wears a simple, khaki cotton and linen robe, its folds rising and falling as his body rises and falls. His small frame is slightly hunched, one hand resting naturally on his abdomen, the other resting on his delicate cheek. The sunlight gently outlines his form and illuminates half of his serene face. His eyes are closed, his breathing is deep and even, his chest rises and falls gently, and even the faintest hint of a sweet smile plays at the corner of his mouth. The color tone of the entire scene is mainly warm wood color and earth color. The interweaving of light and shadow creates an extremely tranquil, pure and Zen atmosphere.", + "seed": 25164, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_10/index_3205_seed_25164_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.029840198531746864, + "vlm_logprob": -0.029840198531746864, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.029840198531746864, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a simple, quaint Zen room with a polished wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young monk with a shaved head lying sound asleep on a round straw cushion in the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a simple khaki cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pan forward from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a soft ray of afternoon sunlight slanting through paper-covered shoji windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06595734506845474 + ], + "opposite_logprob_tokens": [ + -2.8159573078155518 + ], + "logprob_reward": -0.06595734506845474, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06595734506845474, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.141109898686409, + 0.07573670893907547, + 0.08293880522251129, + 0.2445499449968338, + 0.12190751731395721, + 0.08696743100881577, + 0.06761448830366135, + 0.08053936809301376, + 0.0591549277305603, + 0.03948088735342026 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.06595734506845474 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a simple, quaint Zen room with a polished wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young monk with a shaved head lying sound asleep on a round straw cushion in the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a simple khaki cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pan forward from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a soft ray of afternoon sunlight slanting through paper-covered shoji windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059854008257389 + ], + "opposite_logprob_tokens": [ + -3.8955986499786377 + ], + "logprob_reward": -0.02059854008257389, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059854008257389, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08324513584375381, + 0.10212020576000214, + 0.18224458396434784, + 0.16714277863502502, + 0.06122764199972153, + 0.03456400707364082, + 0.10872459411621094, + 0.1553846001625061, + 0.07620958238840103, + 0.02913683094084263 + ], + "top_frames": [ + 2, + 3, + 7 + ], + "selected_reward": -0.02059854008257389 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a simple, quaint Zen room with a polished wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young monk with a shaved head lying sound asleep on a round straw cushion in the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a simple khaki cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pan forward from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a soft ray of afternoon sunlight slanting through paper-covered shoji windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329319901764393 + ], + "opposite_logprob_tokens": [ + -3.7732932567596436 + ], + "logprob_reward": -0.02329319901764393, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329319901764393, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09712139517068863, + 0.06980536878108978, + 0.17248378694057465, + 0.10943443328142166, + 0.06285571306943893, + 0.0760343074798584, + 0.2117556929588318, + 0.14079907536506653, + 0.03242125362157822, + 0.027288928627967834 + ], + "top_frames": [ + 6, + 2, + 7 + ], + "selected_reward": -0.02329319901764393 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a simple, quaint Zen room with a polished wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young monk with a shaved head lying sound asleep on a round straw cushion in the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a simple khaki cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pan forward from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a soft ray of afternoon sunlight slanting through paper-covered shoji windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02328225038945675 + ], + "opposite_logprob_tokens": [ + -3.773282289505005 + ], + "logprob_reward": -0.02328225038945675, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02328225038945675, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08367179334163666, + 0.05276166647672653, + 0.043903179466724396, + 0.11368729919195175, + 0.12802967429161072, + 0.19294507801532745, + 0.05247645080089569, + 0.05597395822405815, + 0.13436312973499298, + 0.14218772947788239 + ], + "top_frames": [ + 5, + 9, + 8 + ], + "selected_reward": -0.02328225038945675 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a simple, quaint Zen room with a polished wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young monk with a shaved head lying sound asleep on a round straw cushion in the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a simple khaki cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pan forward from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a soft ray of afternoon sunlight slanting through paper-covered shoji windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606965810060501 + ], + "opposite_logprob_tokens": [ + -4.1410698890686035 + ], + "logprob_reward": -0.01606965810060501, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606965810060501, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10341110825538635, + 0.058334749191999435, + 0.46450960636138916, + 0.03131828084588051, + 0.15525098145008087, + 0.042034365236759186, + 0.0486011765897274, + 0.03384076803922653, + 0.05046069249510765, + 0.012238274328410625 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.01606965810060501 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "camera, shot from a slightly overhead angle, slowly and steadily pans forward, focusing on a simple, quaint Zen room. A soft ray of afternoon sunlight slants through the paper-covered shoji windows, casting a warm, bright spot on the polished wooden floor. Tiny particles of dust in the air dance quietly in the beams. In the center of the room, on a round straw cushion, a young monk with a shaved head lies sound asleep. He wears a simple, khaki cotton and linen robe, its folds rising and falling as his body rises and falls. His small frame is slightly hunched, one hand resting naturally on his abdomen, the other resting on his delicate cheek. The sunlight gently outlines his form and illuminates half of his serene face. His eyes are closed, his breathing is deep and even, his chest rises and falls gently, and even the faintest hint of a sweet smile plays at the corner of his mouth. The color tone of the entire scene is mainly warm wood color and earth color. The interweaving of light and shadow creates an extremely tranquil, pure and Zen atmosphere.", + "seed": 25165, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_10/index_3205_seed_25165_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.027501177974045277, + "vlm_logprob": -0.027501177974045277, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.027501177974045277, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a simple, quaint Zen room with a polished wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young monk with a shaved head lying sound asleep on a round straw cushion in the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a simple khaki cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pan forward from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a soft ray of afternoon sunlight slanting through paper-covered shoji windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03148429095745087 + ], + "opposite_logprob_tokens": [ + -3.531484365463257 + ], + "logprob_reward": -0.03148429095745087, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03148429095745087, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3112049698829651, + 0.18028905987739563, + 0.04443441331386566, + 0.032394472509622574, + 0.031648505479097366, + 0.044533852487802505, + 0.04438897594809532, + 0.16799598932266235, + 0.07631967216730118, + 0.06679011136293411 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.03148429095745087 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a simple, quaint Zen room with a polished wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young monk with a shaved head lying sound asleep on a round straw cushion in the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a simple khaki cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pan forward from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a soft ray of afternoon sunlight slanting through paper-covered shoji windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029825396835803986 + ], + "opposite_logprob_tokens": [ + -3.529825448989868 + ], + "logprob_reward": -0.029825396835803986, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029825396835803986, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24666032195091248, + 0.19393616914749146, + 0.04281141608953476, + 0.07596605271100998, + 0.07014557719230652, + 0.035494934767484665, + 0.06282476335763931, + 0.0884193554520607, + 0.07765083014965057, + 0.10609053075313568 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.029825396835803986 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a simple, quaint Zen room with a polished wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young monk with a shaved head lying sound asleep on a round straw cushion in the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a simple khaki cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pan forward from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a soft ray of afternoon sunlight slanting through paper-covered shoji windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04310142248868942 + ], + "opposite_logprob_tokens": [ + -3.1681013107299805 + ], + "logprob_reward": -0.04310142248868942, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04310142248868942, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14512574672698975, + 0.09851603955030441, + 0.04444942623376846, + 0.028434207662940025, + 0.058571506291627884, + 0.06632949411869049, + 0.0701265037059784, + 0.23311735689640045, + 0.11060147732496262, + 0.14472828805446625 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.04310142248868942 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a simple, quaint Zen room with a polished wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young monk with a shaved head lying sound asleep on a round straw cushion in the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a simple khaki cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pan forward from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a soft ray of afternoon sunlight slanting through paper-covered shoji windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009783296845853329 + ], + "opposite_logprob_tokens": [ + -4.6347832679748535 + ], + "logprob_reward": -0.009783296845853329, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009783296845853329, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0441289097070694, + 0.14522114396095276, + 0.034754037857055664, + 0.021517377346754074, + 0.0371381975710392, + 0.15406154096126556, + 0.18635869026184082, + 0.29039084911346436, + 0.04574746638536453, + 0.04068177565932274 + ], + "top_frames": [ + 7, + 6, + 5 + ], + "selected_reward": -0.009783296845853329 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a simple, quaint Zen room with a polished wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young monk with a shaved head lying sound asleep on a round straw cushion in the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a simple khaki cotton and linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly and steadily pan forward from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a soft ray of afternoon sunlight slanting through paper-covered shoji windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02331148274242878 + ], + "opposite_logprob_tokens": [ + -3.7733113765716553 + ], + "logprob_reward": -0.02331148274242878, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02331148274242878, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26643556356430054, + 0.22027413547039032, + 0.0738498792052269, + 0.014321865513920784, + 0.015921279788017273, + 0.065435029566288, + 0.08018642663955688, + 0.18403489887714386, + 0.027534538879990578, + 0.05200635641813278 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.02331148274242878 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_11/index_tensor([3256, 3256])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_11/index_tensor([3256, 3256])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..506b49a850e5c589a21c23a918718e7caa110bde --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_11/index_tensor([3256, 3256])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "shot, starting from a medium shot and slightly tilted upward, follows the subject in a slow, fluid circular motion, capturing a plump, chubby giant panda nestled in a lush meadow amidst a dense bamboo forest. Dappled sunlight filters through the gaps between the towering bamboo, casting dancing specks of light across its distinct black and white, fluffy fur, highlighting its adorable, round form. It twirls with amusement, pivoting on its hind legs, its short, sturdy limbs slightly spread out to maintain a comically awkward balance, its body rotating rhythmically like a tumbler. With each turn, its signature black eye circles and innocent expression are clearly visible, its fluffy fur swaying gently. In the background, emerald green bamboo stalks and fresh green grass create a vibrant, lush green palette. The entire scene, bathed in warm natural light, creates an atmosphere of tranquility and pure, childlike joy.", + "seed": 23977, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_11/index_3256_seed_23977_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.19451710991561413, + "vlm_logprob": -0.19451710991561413, + "vlm_yes_no_margin": 1.975000011920929, + "vlm_token_credit": -0.19451710991561413, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump, chubby giant panda?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda twirling on its hind legs with its limbs spread out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a lush meadow amidst a dense bamboo forest with emerald green stalks and fresh green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature dappled sunlight filtering through the bamboo and casting dancing specks of light on the panda's black and white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a medium shot slightly tilted upward and follow the subject in a slow, fluid circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027401423081755638 + ], + "opposite_logprob_tokens": [ + -3.6524014472961426 + ], + "logprob_reward": -0.027401423081755638, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.027401423081755638, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5266794562339783, + 0.07538164407014847, + 0.05382237583398819, + 0.05090960115194321, + 0.038515038788318634, + 0.03553261607885361, + 0.03283121436834335, + 0.045469801872968674, + 0.028114093467593193, + 0.11274419724941254 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.027401423081755638 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump, chubby giant panda?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda twirling on its hind legs with its limbs spread out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a lush meadow amidst a dense bamboo forest with emerald green stalks and fresh green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature dappled sunlight filtering through the bamboo and casting dancing specks of light on the panda's black and white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a medium shot slightly tilted upward and follow the subject in a slow, fluid circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28136876225471497 + ], + "opposite_logprob_tokens": [ + -1.4063687324523926 + ], + "logprob_reward": -0.28136876225471497, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28136876225471497, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0512535534799099, + 0.1534206122159958, + 0.14913564920425415, + 0.10656972229480743, + 0.16424903273582458, + 0.0727248266339302, + 0.07158929854631424, + 0.0927833765745163, + 0.03520791977643967, + 0.10306595265865326 + ], + "top_frames": [ + 4, + 1, + 2 + ], + "selected_reward": -0.28136876225471497 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump, chubby giant panda?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda twirling on its hind legs with its limbs spread out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a lush meadow amidst a dense bamboo forest with emerald green stalks and fresh green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature dappled sunlight filtering through the bamboo and casting dancing specks of light on the panda's black and white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a medium shot slightly tilted upward and follow the subject in a slow, fluid circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1799171417951584 + ], + "opposite_logprob_tokens": [ + -1.8049170970916748 + ], + "logprob_reward": -0.1799171417951584, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1799171417951584, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30315160751342773, + 0.20705285668373108, + 0.07017852365970612, + 0.1050393357872963, + 0.04235558211803436, + 0.06071733310818672, + 0.01254352182149887, + 0.07248197495937347, + 0.016078796237707138, + 0.11040049046278 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.1799171417951584 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump, chubby giant panda?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda twirling on its hind legs with its limbs spread out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a lush meadow amidst a dense bamboo forest with emerald green stalks and fresh green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature dappled sunlight filtering through the bamboo and casting dancing specks of light on the panda's black and white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a medium shot slightly tilted upward and follow the subject in a slow, fluid circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42894381284713745 + ], + "opposite_logprob_tokens": [ + -1.0539438724517822 + ], + "logprob_reward": -0.42894381284713745, + "yes_no_margin_reward": 0.6250000596046448, + "token_credit_reward": -0.42894381284713745, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3179202079772949, + 0.17552831768989563, + 0.09502241015434265, + 0.06901812553405762, + 0.022887004539370537, + 0.06545621901750565, + 0.026826608926057816, + 0.08882065862417221, + 0.025500264018774033, + 0.11302023380994797 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.42894381284713745 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump, chubby giant panda?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda twirling on its hind legs with its limbs spread out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a lush meadow amidst a dense bamboo forest with emerald green stalks and fresh green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature dappled sunlight filtering through the bamboo and casting dancing specks of light on the panda's black and white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a medium shot slightly tilted upward and follow the subject in a slow, fluid circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0549544095993042 + ], + "opposite_logprob_tokens": [ + -2.9299545288085938 + ], + "logprob_reward": -0.0549544095993042, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.0549544095993042, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2553201913833618, + 0.15841802954673767, + 0.08946879208087921, + 0.06387259811162949, + 0.06572738289833069, + 0.05925234407186508, + 0.04957945644855499, + 0.11675524711608887, + 0.02443515509366989, + 0.1171708032488823 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.0549544095993042 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot, starting from a medium shot and slightly tilted upward, follows the subject in a slow, fluid circular motion, capturing a plump, chubby giant panda nestled in a lush meadow amidst a dense bamboo forest. Dappled sunlight filters through the gaps between the towering bamboo, casting dancing specks of light across its distinct black and white, fluffy fur, highlighting its adorable, round form. It twirls with amusement, pivoting on its hind legs, its short, sturdy limbs slightly spread out to maintain a comically awkward balance, its body rotating rhythmically like a tumbler. With each turn, its signature black eye circles and innocent expression are clearly visible, its fluffy fur swaying gently. In the background, emerald green bamboo stalks and fresh green grass create a vibrant, lush green palette. The entire scene, bathed in warm natural light, creates an atmosphere of tranquility and pure, childlike joy.", + "seed": 23978, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_11/index_3256_seed_23978_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06980997882783413, + "vlm_logprob": -0.06980997882783413, + "vlm_yes_no_margin": 3.1, + "vlm_token_credit": -0.06980997882783413, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump, chubby giant panda?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda twirling on its hind legs with its limbs spread out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a lush meadow amidst a dense bamboo forest with emerald green stalks and fresh green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature dappled sunlight filtering through the bamboo and casting dancing specks of light on the panda's black and white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a medium shot slightly tilted upward and follow the subject in a slow, fluid circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02163943089544773 + ], + "opposite_logprob_tokens": [ + -3.896639347076416 + ], + "logprob_reward": -0.02163943089544773, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02163943089544773, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12169162184000015, + 0.08729363232851028, + 0.09108934551477432, + 0.2487742304801941, + 0.10057472437620163, + 0.03482374548912048, + 0.09332221001386642, + 0.15193338692188263, + 0.025821752846240997, + 0.04467538744211197 + ], + "top_frames": [ + 3, + 7, + 0 + ], + "selected_reward": -0.02163943089544773 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump, chubby giant panda?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda twirling on its hind legs with its limbs spread out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a lush meadow amidst a dense bamboo forest with emerald green stalks and fresh green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature dappled sunlight filtering through the bamboo and casting dancing specks of light on the panda's black and white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a medium shot slightly tilted upward and follow the subject in a slow, fluid circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22564572095870972 + ], + "opposite_logprob_tokens": [ + -1.6006457805633545 + ], + "logprob_reward": -0.22564572095870972, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22564572095870972, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08057994395494461, + 0.1899263709783554, + 0.05246203392744064, + 0.10111730545759201, + 0.06607946008443832, + 0.15723279118537903, + 0.061056189239025116, + 0.08700565248727798, + 0.04521030932664871, + 0.15932998061180115 + ], + "top_frames": [ + 1, + 9, + 5 + ], + "selected_reward": -0.22564572095870972 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump, chubby giant panda?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda twirling on its hind legs with its limbs spread out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a lush meadow amidst a dense bamboo forest with emerald green stalks and fresh green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature dappled sunlight filtering through the bamboo and casting dancing specks of light on the panda's black and white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a medium shot slightly tilted upward and follow the subject in a slow, fluid circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329215034842491 + ], + "opposite_logprob_tokens": [ + -3.773292064666748 + ], + "logprob_reward": -0.02329215034842491, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329215034842491, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13187868893146515, + 0.17781831324100494, + 0.17321625351905823, + 0.024091973900794983, + 0.1006806343793869, + 0.03030724823474884, + 0.034831542521715164, + 0.23641030490398407, + 0.03784063458442688, + 0.05292442813515663 + ], + "top_frames": [ + 7, + 1, + 2 + ], + "selected_reward": -0.02329215034842491 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump, chubby giant panda?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda twirling on its hind legs with its limbs spread out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a lush meadow amidst a dense bamboo forest with emerald green stalks and fresh green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature dappled sunlight filtering through the bamboo and casting dancing specks of light on the panda's black and white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a medium shot slightly tilted upward and follow the subject in a slow, fluid circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04868236929178238 + ], + "opposite_logprob_tokens": [ + -3.048682451248169 + ], + "logprob_reward": -0.04868236929178238, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04868236929178238, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0948871523141861, + 0.2148483544588089, + 0.1182231456041336, + 0.10731162875890732, + 0.08431693911552429, + 0.034510981291532516, + 0.11458723992109299, + 0.15407192707061768, + 0.027142934501171112, + 0.050099655985832214 + ], + "top_frames": [ + 1, + 7, + 2 + ], + "selected_reward": -0.04868236929178238 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump, chubby giant panda?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda twirling on its hind legs with its limbs spread out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a lush meadow amidst a dense bamboo forest with emerald green stalks and fresh green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature dappled sunlight filtering through the bamboo and casting dancing specks of light on the panda's black and white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a medium shot slightly tilted upward and follow the subject in a slow, fluid circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029790222644805908 + ], + "opposite_logprob_tokens": [ + -3.529790163040161 + ], + "logprob_reward": -0.029790222644805908, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029790222644805908, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13162627816200256, + 0.1391436606645584, + 0.10100134462118149, + 0.11590161174535751, + 0.08391124755144119, + 0.07489178329706192, + 0.19173896312713623, + 0.07756420224905014, + 0.03226974233984947, + 0.05195116624236107 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.029790222644805908 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot, starting from a medium shot and slightly tilted upward, follows the subject in a slow, fluid circular motion, capturing a plump, chubby giant panda nestled in a lush meadow amidst a dense bamboo forest. Dappled sunlight filters through the gaps between the towering bamboo, casting dancing specks of light across its distinct black and white, fluffy fur, highlighting its adorable, round form. It twirls with amusement, pivoting on its hind legs, its short, sturdy limbs slightly spread out to maintain a comically awkward balance, its body rotating rhythmically like a tumbler. With each turn, its signature black eye circles and innocent expression are clearly visible, its fluffy fur swaying gently. In the background, emerald green bamboo stalks and fresh green grass create a vibrant, lush green palette. The entire scene, bathed in warm natural light, creates an atmosphere of tranquility and pure, childlike joy.", + "seed": 23979, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_11/index_3256_seed_23979_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.12530675958842039, + "vlm_logprob": -0.12530675958842039, + "vlm_yes_no_margin": 2.775, + "vlm_token_credit": -0.12530675958842039, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump, chubby giant panda?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda twirling on its hind legs with its limbs spread out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a lush meadow amidst a dense bamboo forest with emerald green stalks and fresh green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature dappled sunlight filtering through the bamboo and casting dancing specks of light on the panda's black and white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a medium shot slightly tilted upward and follow the subject in a slow, fluid circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015379526652395725 + ], + "opposite_logprob_tokens": [ + -4.265379428863525 + ], + "logprob_reward": -0.015379526652395725, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.015379526652395725, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.44281160831451416, + 0.08277181535959244, + 0.0725482851266861, + 0.029975883662700653, + 0.030710164457559586, + 0.03239406645298004, + 0.05741211771965027, + 0.055674515664577484, + 0.10003450512886047, + 0.09566707164049149 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.015379526652395725 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump, chubby giant panda?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda twirling on its hind legs with its limbs spread out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a lush meadow amidst a dense bamboo forest with emerald green stalks and fresh green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature dappled sunlight filtering through the bamboo and casting dancing specks of light on the panda's black and white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a medium shot slightly tilted upward and follow the subject in a slow, fluid circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11298026144504547 + ], + "opposite_logprob_tokens": [ + -2.237980365753174 + ], + "logprob_reward": -0.11298026144504547, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11298026144504547, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1686454564332962, + 0.04993096739053726, + 0.13065263628959656, + 0.11063859611749649, + 0.12838689982891083, + 0.027321044355630875, + 0.04453270509839058, + 0.10205995291471481, + 0.20821967720985413, + 0.029612090438604355 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.11298026144504547 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump, chubby giant panda?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda twirling on its hind legs with its limbs spread out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a lush meadow amidst a dense bamboo forest with emerald green stalks and fresh green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature dappled sunlight filtering through the bamboo and casting dancing specks of light on the panda's black and white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a medium shot slightly tilted upward and follow the subject in a slow, fluid circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020582424476742744 + ], + "opposite_logprob_tokens": [ + -3.895582437515259 + ], + "logprob_reward": -0.020582424476742744, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020582424476742744, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3131386339664459, + 0.09414109587669373, + 0.2968502938747406, + 0.027447454631328583, + 0.040026940405368805, + 0.018491990864276886, + 0.037059079855680466, + 0.028905434533953667, + 0.02751154452562332, + 0.11642749607563019 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.020582424476742744 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump, chubby giant panda?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda twirling on its hind legs with its limbs spread out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a lush meadow amidst a dense bamboo forest with emerald green stalks and fresh green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature dappled sunlight filtering through the bamboo and casting dancing specks of light on the panda's black and white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a medium shot slightly tilted upward and follow the subject in a slow, fluid circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4289439618587494 + ], + "opposite_logprob_tokens": [ + -1.0539439916610718 + ], + "logprob_reward": -0.4289439618587494, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4289439618587494, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20796750485897064, + 0.12858307361602783, + 0.23164640367031097, + 0.03831367939710617, + 0.0867404118180275, + 0.055611059069633484, + 0.052364833652973175, + 0.052502233535051346, + 0.04678437486290932, + 0.09948644787073135 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.4289439618587494 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump, chubby giant panda?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda twirling on its hind legs with its limbs spread out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a lush meadow amidst a dense bamboo forest with emerald green stalks and fresh green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature dappled sunlight filtering through the bamboo and casting dancing specks of light on the panda's black and white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a medium shot slightly tilted upward and follow the subject in a slow, fluid circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048647623509168625 + ], + "opposite_logprob_tokens": [ + -3.04864764213562 + ], + "logprob_reward": -0.048647623509168625, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048647623509168625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13459369540214539, + 0.11506232619285583, + 0.2245345264673233, + 0.07150718569755554, + 0.04717312753200531, + 0.05671616643667221, + 0.07539176195859909, + 0.13302183151245117, + 0.054797425866127014, + 0.08720192313194275 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.048647623509168625 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot, starting from a medium shot and slightly tilted upward, follows the subject in a slow, fluid circular motion, capturing a plump, chubby giant panda nestled in a lush meadow amidst a dense bamboo forest. Dappled sunlight filters through the gaps between the towering bamboo, casting dancing specks of light across its distinct black and white, fluffy fur, highlighting its adorable, round form. It twirls with amusement, pivoting on its hind legs, its short, sturdy limbs slightly spread out to maintain a comically awkward balance, its body rotating rhythmically like a tumbler. With each turn, its signature black eye circles and innocent expression are clearly visible, its fluffy fur swaying gently. In the background, emerald green bamboo stalks and fresh green grass create a vibrant, lush green palette. The entire scene, bathed in warm natural light, creates an atmosphere of tranquility and pure, childlike joy.", + "seed": 23980, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_11/index_3256_seed_23980_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06276566423475742, + "vlm_logprob": -0.06276566423475742, + "vlm_yes_no_margin": 2.925, + "vlm_token_credit": -0.06276566423475742, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump, chubby giant panda?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda twirling on its hind legs with its limbs spread out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a lush meadow amidst a dense bamboo forest with emerald green stalks and fresh green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature dappled sunlight filtering through the bamboo and casting dancing specks of light on the panda's black and white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a medium shot slightly tilted upward and follow the subject in a slow, fluid circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.031126594170928 + ], + "opposite_logprob_tokens": [ + -3.5311264991760254 + ], + "logprob_reward": -0.031126594170928, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.031126594170928, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17150510847568512, + 0.07818733900785446, + 0.15679489076137543, + 0.052757762372493744, + 0.05676025152206421, + 0.08442620933055878, + 0.24071866273880005, + 0.05754166468977928, + 0.06240147352218628, + 0.03890669718384743 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.031126594170928 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump, chubby giant panda?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda twirling on its hind legs with its limbs spread out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a lush meadow amidst a dense bamboo forest with emerald green stalks and fresh green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature dappled sunlight filtering through the bamboo and casting dancing specks of light on the panda's black and white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a medium shot slightly tilted upward and follow the subject in a slow, fluid circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10035409778356552 + ], + "opposite_logprob_tokens": [ + -2.3503541946411133 + ], + "logprob_reward": -0.10035409778356552, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10035409778356552, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14429190754890442, + 0.07976332306861877, + 0.11234129220247269, + 0.06351545453071594, + 0.11305607855319977, + 0.09789081662893295, + 0.08910947293043137, + 0.07797535508871078, + 0.08976978808641434, + 0.13228647410869598 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.10035409778356552 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump, chubby giant panda?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda twirling on its hind legs with its limbs spread out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a lush meadow amidst a dense bamboo forest with emerald green stalks and fresh green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature dappled sunlight filtering through the bamboo and casting dancing specks of light on the panda's black and white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a medium shot slightly tilted upward and follow the subject in a slow, fluid circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026340622454881668 + ], + "opposite_logprob_tokens": [ + -3.6513407230377197 + ], + "logprob_reward": -0.026340622454881668, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026340622454881668, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2272508591413498, + 0.11234842240810394, + 0.18073230981826782, + 0.03765413910150528, + 0.11790106445550919, + 0.020966436713933945, + 0.056183770298957825, + 0.036528315395116806, + 0.11849746853113174, + 0.09193721413612366 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.026340622454881668 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump, chubby giant panda?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda twirling on its hind legs with its limbs spread out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a lush meadow amidst a dense bamboo forest with emerald green stalks and fresh green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature dappled sunlight filtering through the bamboo and casting dancing specks of light on the panda's black and white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a medium shot slightly tilted upward and follow the subject in a slow, fluid circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1129613071680069 + ], + "opposite_logprob_tokens": [ + -2.2379612922668457 + ], + "logprob_reward": -0.1129613071680069, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1129613071680069, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21179112792015076, + 0.11664938926696777, + 0.2786705493927002, + 0.05036446824669838, + 0.055794864892959595, + 0.05612579733133316, + 0.06614743173122406, + 0.03888760507106781, + 0.06775492429733276, + 0.05781381577253342 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.1129613071680069 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a plump, chubby giant panda?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda twirling on its hind legs with its limbs spread out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a lush meadow amidst a dense bamboo forest with emerald green stalks and fresh green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature dappled sunlight filtering through the bamboo and casting dancing specks of light on the panda's black and white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a medium shot slightly tilted upward and follow the subject in a slow, fluid circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04304569959640503 + ], + "opposite_logprob_tokens": [ + -3.16804575920105 + ], + "logprob_reward": -0.04304569959640503, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04304569959640503, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20393773913383484, + 0.12021700292825699, + 0.11039146780967712, + 0.13163906335830688, + 0.05483526736497879, + 0.058677591383457184, + 0.05201543867588043, + 0.06569962948560715, + 0.08649828284978867, + 0.11608856916427612 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.04304569959640503 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_12/index_tensor([9950, 9950])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_12/index_tensor([9950, 9950])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..7d63ce8eda63f335ab5c817469c110eb78de032a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_12/index_tensor([9950, 9950])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "strictly static shot, shot from directly above, captures a quintessential cyberpunk scene from a cold, observer's perspective. In the center of the frame, a pair of robotic hands, crafted from a blend of polished chrome and matte black carbon fiber, their surfaces etched with intricate golden circuitry, carefully close. The hands, not yet fully closed, hold a translucent pill in a steady, almost reverent gesture. The pill itself is a light source, its interior revealing tiny streams of binary code and data flowing slowly like a nebula, radiating an otherworldly, cool blue glow. This blue light not only casts a chilling halo on the complex structure and fingertips within the hands but also casts a soft yet distinct halo on the damp asphalt beneath. The backdrop is a city street late at night. Puddles dotted on the road reflect purple, red, and cyan spots of light cast by holographic billboards and flashing neon signs hanging high above the screen. These shimmering reflections constantly shift on the smooth metal shell of the robotic arm, contrasting sharply with the steady blue light of the pill, creating a tense atmosphere of mystery, focus, and futuristic technology.", + "seed": 4813, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_12/index_9950_seed_4813_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.47484487667679787, + "vlm_logprob": -0.47484487667679787, + "vlm_yes_no_margin": 2.275, + "vlm_token_credit": -0.47484487667679787, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot strictly static and positioned directly above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the central objects a pair of robotic hands made of polished chrome and matte black carbon fiber with golden circuitry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the robotic hands hold a translucent pill that emits a cool blue glow with visible binary code streams inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a city street background at night with puddles reflecting purple, red, and cyan lights from neon signs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the blue light from the pill casting a distinct halo on the robotic hands and the damp asphalt beneath them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.1272847652435303 + ], + "opposite_logprob_tokens": [ + -0.12728466093540192 + ], + "logprob_reward": -2.1272847652435303, + "yes_no_margin_reward": -2.0, + "token_credit_reward": -2.1272847652435303, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.12293779850006104, + 0.07957947999238968, + 0.04739012196660042, + 0.0816253200173378, + 0.1438148021697998, + 0.07478313148021698, + 0.2217894196510315, + 0.025691894814372063, + 0.10765939205884933, + 0.09472863376140594 + ], + "top_frames": [ + 6, + 4, + 0 + ], + "selected_reward": -2.1272847652435303 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot strictly static and positioned directly above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the central objects a pair of robotic hands made of polished chrome and matte black carbon fiber with golden circuitry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the robotic hands hold a translucent pill that emits a cool blue glow with visible binary code streams inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a city street background at night with puddles reflecting purple, red, and cyan lights from neon signs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the blue light from the pill casting a distinct halo on the robotic hands and the damp asphalt beneath them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1801094114780426 + ], + "opposite_logprob_tokens": [ + -1.8051093816757202 + ], + "logprob_reward": -0.1801094114780426, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1801094114780426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20164670050144196, + 0.0805293545126915, + 0.0764545276761055, + 0.07880322635173798, + 0.11215097457170486, + 0.052260443568229675, + 0.10478553920984268, + 0.04998430237174034, + 0.07510259002447128, + 0.16828230023384094 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.1801094114780426 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot strictly static and positioned directly above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the central objects a pair of robotic hands made of polished chrome and matte black carbon fiber with golden circuitry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the robotic hands hold a translucent pill that emits a cool blue glow with visible binary code streams inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a city street background at night with puddles reflecting purple, red, and cyan lights from neon signs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the blue light from the pill casting a distinct halo on the robotic hands and the damp asphalt beneath them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02331812120974064 + ], + "opposite_logprob_tokens": [ + -3.77331805229187 + ], + "logprob_reward": -0.02331812120974064, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02331812120974064, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08060617744922638, + 0.06273387372493744, + 0.057796064764261246, + 0.09721043705940247, + 0.1102091372013092, + 0.05144194886088371, + 0.09857194125652313, + 0.026525095105171204, + 0.12974050641059875, + 0.28516483306884766 + ], + "top_frames": [ + 9, + 8, + 4 + ], + "selected_reward": -0.02331812120974064 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot strictly static and positioned directly above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the central objects a pair of robotic hands made of polished chrome and matte black carbon fiber with golden circuitry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the robotic hands hold a translucent pill that emits a cool blue glow with visible binary code streams inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a city street background at night with puddles reflecting purple, red, and cyan lights from neon signs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the blue light from the pill casting a distinct halo on the robotic hands and the damp asphalt beneath them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0337226502597332 + ], + "opposite_logprob_tokens": [ + -3.4087226390838623 + ], + "logprob_reward": -0.0337226502597332, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0337226502597332, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14452619850635529, + 0.12157336622476578, + 0.14051523804664612, + 0.07231885194778442, + 0.08974208682775497, + 0.04408913105726242, + 0.1502615511417389, + 0.04775680601596832, + 0.14556078612804413, + 0.043655991554260254 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.0337226502597332 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot strictly static and positioned directly above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the central objects a pair of robotic hands made of polished chrome and matte black carbon fiber with golden circuitry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the robotic hands hold a translucent pill that emits a cool blue glow with visible binary code streams inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a city street background at night with puddles reflecting purple, red, and cyan lights from neon signs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the blue light from the pill casting a distinct halo on the robotic hands and the damp asphalt beneath them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978943519294262 + ], + "opposite_logprob_tokens": [ + -4.63478946685791 + ], + "logprob_reward": -0.00978943519294262, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978943519294262, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08431781828403473, + 0.09174373745918274, + 0.0933847427368164, + 0.10584036260843277, + 0.13832102715969086, + 0.05832982808351517, + 0.14357343316078186, + 0.020211951807141304, + 0.1616767793893814, + 0.10260029137134552 + ], + "top_frames": [ + 8, + 6, + 4 + ], + "selected_reward": -0.00978943519294262 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "strictly static shot, shot from directly above, captures a quintessential cyberpunk scene from a cold, observer's perspective. In the center of the frame, a pair of robotic hands, crafted from a blend of polished chrome and matte black carbon fiber, their surfaces etched with intricate golden circuitry, carefully close. The hands, not yet fully closed, hold a translucent pill in a steady, almost reverent gesture. The pill itself is a light source, its interior revealing tiny streams of binary code and data flowing slowly like a nebula, radiating an otherworldly, cool blue glow. This blue light not only casts a chilling halo on the complex structure and fingertips within the hands but also casts a soft yet distinct halo on the damp asphalt beneath. The backdrop is a city street late at night. Puddles dotted on the road reflect purple, red, and cyan spots of light cast by holographic billboards and flashing neon signs hanging high above the screen. These shimmering reflections constantly shift on the smooth metal shell of the robotic arm, contrasting sharply with the steady blue light of the pill, creating a tense atmosphere of mystery, focus, and futuristic technology.", + "seed": 4814, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_12/index_9950_seed_4814_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.48092769207432867, + "vlm_logprob": -0.48092769207432867, + "vlm_yes_no_margin": 2.65, + "vlm_token_credit": -0.48092769207432867, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot strictly static and positioned directly above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the central objects a pair of robotic hands made of polished chrome and matte black carbon fiber with golden circuitry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the robotic hands hold a translucent pill that emits a cool blue glow with visible binary code streams inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a city street background at night with puddles reflecting purple, red, and cyan lights from neon signs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the blue light from the pill casting a distinct halo on the robotic hands and the damp asphalt beneath them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.2383477687835693 + ], + "opposite_logprob_tokens": [ + -0.1133478507399559 + ], + "logprob_reward": -2.2383477687835693, + "yes_no_margin_reward": -2.125, + "token_credit_reward": -2.2383477687835693, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07515772432088852, + 0.06740113347768784, + 0.06929756700992584, + 0.09460049122571945, + 0.4127964973449707, + 0.052970483899116516, + 0.04568096250295639, + 0.05752883106470108, + 0.036742713302373886, + 0.08782358467578888 + ], + "top_frames": [ + 4, + 3, + 9 + ], + "selected_reward": -2.2383477687835693 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot strictly static and positioned directly above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the central objects a pair of robotic hands made of polished chrome and matte black carbon fiber with golden circuitry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the robotic hands hold a translucent pill that emits a cool blue glow with visible binary code streams inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a city street background at night with puddles reflecting purple, red, and cyan lights from neon signs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the blue light from the pill casting a distinct halo on the robotic hands and the damp asphalt beneath them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12718956172466278 + ], + "opposite_logprob_tokens": [ + -2.1271896362304688 + ], + "logprob_reward": -0.12718956172466278, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12718956172466278, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07621507346630096, + 0.0345536544919014, + 0.1150267943739891, + 0.07969079911708832, + 0.41772428154945374, + 0.023736316710710526, + 0.04404452070593834, + 0.08266817033290863, + 0.025463171303272247, + 0.10087721794843674 + ], + "top_frames": [ + 4, + 2, + 9 + ], + "selected_reward": -0.12718956172466278 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot strictly static and positioned directly above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the central objects a pair of robotic hands made of polished chrome and matte black carbon fiber with golden circuitry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the robotic hands hold a translucent pill that emits a cool blue glow with visible binary code streams inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a city street background at night with puddles reflecting purple, red, and cyan lights from neon signs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the blue light from the pill casting a distinct halo on the robotic hands and the damp asphalt beneath them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012557013891637325 + ], + "opposite_logprob_tokens": [ + -4.387557029724121 + ], + "logprob_reward": -0.012557013891637325, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012557013891637325, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10296253114938736, + 0.03368457406759262, + 0.03061123564839363, + 0.13466507196426392, + 0.5251798033714294, + 0.03638088330626488, + 0.030346574261784554, + 0.040113553404808044, + 0.021274080500006676, + 0.04478172957897186 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.012557013891637325 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot strictly static and positioned directly above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the central objects a pair of robotic hands made of polished chrome and matte black carbon fiber with golden circuitry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the robotic hands hold a translucent pill that emits a cool blue glow with visible binary code streams inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a city street background at night with puddles reflecting purple, red, and cyan lights from neon signs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the blue light from the pill casting a distinct halo on the robotic hands and the damp asphalt beneath them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059316821396351 + ], + "opposite_logprob_tokens": [ + -3.8955931663513184 + ], + "logprob_reward": -0.02059316821396351, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059316821396351, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12084783613681793, + 0.18051312863826752, + 0.052432093769311905, + 0.07390650361776352, + 0.31802600622177124, + 0.054313722997903824, + 0.01880338415503502, + 0.04680084437131882, + 0.057179808616638184, + 0.07717665284872055 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.02059316821396351 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot strictly static and positioned directly above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the central objects a pair of robotic hands made of polished chrome and matte black carbon fiber with golden circuitry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the robotic hands hold a translucent pill that emits a cool blue glow with visible binary code streams inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a city street background at night with puddles reflecting purple, red, and cyan lights from neon signs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the blue light from the pill casting a distinct halo on the robotic hands and the damp asphalt beneath them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005950947757810354 + ], + "opposite_logprob_tokens": [ + -5.130950927734375 + ], + "logprob_reward": -0.005950947757810354, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005950947757810354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1190795749425888, + 0.10068931430578232, + 0.050147414207458496, + 0.08498036116361618, + 0.35462725162506104, + 0.047878630459308624, + 0.0398380309343338, + 0.06889404356479645, + 0.04287978634238243, + 0.09098563343286514 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.005950947757810354 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "strictly static shot, shot from directly above, captures a quintessential cyberpunk scene from a cold, observer's perspective. In the center of the frame, a pair of robotic hands, crafted from a blend of polished chrome and matte black carbon fiber, their surfaces etched with intricate golden circuitry, carefully close. The hands, not yet fully closed, hold a translucent pill in a steady, almost reverent gesture. The pill itself is a light source, its interior revealing tiny streams of binary code and data flowing slowly like a nebula, radiating an otherworldly, cool blue glow. This blue light not only casts a chilling halo on the complex structure and fingertips within the hands but also casts a soft yet distinct halo on the damp asphalt beneath. The backdrop is a city street late at night. Puddles dotted on the road reflect purple, red, and cyan spots of light cast by holographic billboards and flashing neon signs hanging high above the screen. These shimmering reflections constantly shift on the smooth metal shell of the robotic arm, contrasting sharply with the steady blue light of the pill, creating a tense atmosphere of mystery, focus, and futuristic technology.", + "seed": 4815, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_12/index_9950_seed_4815_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.47122204918414357, + "vlm_logprob": -0.47122204918414357, + "vlm_yes_no_margin": 2.4, + "vlm_token_credit": -0.47122204918414357, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot strictly static and positioned directly above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the central objects a pair of robotic hands made of polished chrome and matte black carbon fiber with golden circuitry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the robotic hands hold a translucent pill that emits a cool blue glow with visible binary code streams inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a city street background at night with puddles reflecting purple, red, and cyan lights from neon signs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the blue light from the pill casting a distinct halo on the robotic hands and the damp asphalt beneath them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.127347707748413 + ], + "opposite_logprob_tokens": [ + -0.12734775245189667 + ], + "logprob_reward": -2.127347707748413, + "yes_no_margin_reward": -2.0, + "token_credit_reward": -2.127347707748413, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.12584297358989716, + 0.08522164076566696, + 0.06762400269508362, + 0.02685953862965107, + 0.1692461222410202, + 0.05290168896317482, + 0.0641692578792572, + 0.05560705065727234, + 0.08512308448553085, + 0.26740458607673645 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -2.127347707748413 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot strictly static and positioned directly above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the central objects a pair of robotic hands made of polished chrome and matte black carbon fiber with golden circuitry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the robotic hands hold a translucent pill that emits a cool blue glow with visible binary code streams inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a city street background at night with puddles reflecting purple, red, and cyan lights from neon signs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the blue light from the pill casting a distinct halo on the robotic hands and the damp asphalt beneath them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16050072014331818 + ], + "opposite_logprob_tokens": [ + -1.9105007648468018 + ], + "logprob_reward": -0.16050072014331818, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16050072014331818, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20838825404644012, + 0.06246821954846382, + 0.13632141053676605, + 0.047379110008478165, + 0.0828714370727539, + 0.02880137972533703, + 0.06701493263244629, + 0.08464574068784714, + 0.04180671647191048, + 0.24030286073684692 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.16050072014331818 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot strictly static and positioned directly above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the central objects a pair of robotic hands made of polished chrome and matte black carbon fiber with golden circuitry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the robotic hands hold a translucent pill that emits a cool blue glow with visible binary code streams inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a city street background at night with puddles reflecting purple, red, and cyan lights from neon signs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the blue light from the pill casting a distinct halo on the robotic hands and the damp asphalt beneath them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00979887880384922 + ], + "opposite_logprob_tokens": [ + -4.634799003601074 + ], + "logprob_reward": -0.00979887880384922, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00979887880384922, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16475549340248108, + 0.07352403551340103, + 0.09134134650230408, + 0.02934907376766205, + 0.1515393853187561, + 0.05096425488591194, + 0.1789509356021881, + 0.071314238011837, + 0.05605154111981392, + 0.1322096735239029 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.00979887880384922 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot strictly static and positioned directly above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the central objects a pair of robotic hands made of polished chrome and matte black carbon fiber with golden circuitry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the robotic hands hold a translucent pill that emits a cool blue glow with visible binary code streams inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a city street background at night with puddles reflecting purple, red, and cyan lights from neon signs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the blue light from the pill casting a distinct halo on the robotic hands and the damp asphalt beneath them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04867669194936752 + ], + "opposite_logprob_tokens": [ + -3.0486767292022705 + ], + "logprob_reward": -0.04867669194936752, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04867669194936752, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12632928788661957, + 0.048880767077207565, + 0.03193555772304535, + 0.03532103821635246, + 0.22981896996498108, + 0.01864888146519661, + 0.01646362990140915, + 0.04345410689711571, + 0.022206448018550873, + 0.42694127559661865 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.04867669194936752 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot strictly static and positioned directly above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the central objects a pair of robotic hands made of polished chrome and matte black carbon fiber with golden circuitry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the robotic hands hold a translucent pill that emits a cool blue glow with visible binary code streams inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a city street background at night with puddles reflecting purple, red, and cyan lights from neon signs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the blue light from the pill casting a distinct halo on the robotic hands and the damp asphalt beneath them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978624727576971 + ], + "opposite_logprob_tokens": [ + -4.634786128997803 + ], + "logprob_reward": -0.00978624727576971, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978624727576971, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1414434313774109, + 0.07720150053501129, + 0.15972214937210083, + 0.04952848330140114, + 0.1717921942472458, + 0.04710313305258751, + 0.07229899615049362, + 0.02780107595026493, + 0.08863986283540726, + 0.16446924209594727 + ], + "top_frames": [ + 4, + 9, + 2 + ], + "selected_reward": -0.00978624727576971 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "strictly static shot, shot from directly above, captures a quintessential cyberpunk scene from a cold, observer's perspective. In the center of the frame, a pair of robotic hands, crafted from a blend of polished chrome and matte black carbon fiber, their surfaces etched with intricate golden circuitry, carefully close. The hands, not yet fully closed, hold a translucent pill in a steady, almost reverent gesture. The pill itself is a light source, its interior revealing tiny streams of binary code and data flowing slowly like a nebula, radiating an otherworldly, cool blue glow. This blue light not only casts a chilling halo on the complex structure and fingertips within the hands but also casts a soft yet distinct halo on the damp asphalt beneath. The backdrop is a city street late at night. Puddles dotted on the road reflect purple, red, and cyan spots of light cast by holographic billboards and flashing neon signs hanging high above the screen. These shimmering reflections constantly shift on the smooth metal shell of the robotic arm, contrasting sharply with the steady blue light of the pill, creating a tense atmosphere of mystery, focus, and futuristic technology.", + "seed": 4816, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_12/index_9950_seed_4816_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.39468499217182396, + "vlm_logprob": -0.39468499217182396, + "vlm_yes_no_margin": 2.674999976158142, + "vlm_token_credit": -0.39468499217182396, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot strictly static and positioned directly above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the central objects a pair of robotic hands made of polished chrome and matte black carbon fiber with golden circuitry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the robotic hands hold a translucent pill that emits a cool blue glow with visible binary code streams inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a city street background at night with puddles reflecting purple, red, and cyan lights from neon signs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the blue light from the pill casting a distinct halo on the robotic hands and the damp asphalt beneath them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.8052116632461548 + ], + "opposite_logprob_tokens": [ + -0.1802116483449936 + ], + "logprob_reward": -1.8052116632461548, + "yes_no_margin_reward": -1.625, + "token_credit_reward": -1.8052116632461548, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07648749649524689, + 0.04421191290020943, + 0.05935826525092125, + 0.02817312628030777, + 0.14684471487998962, + 0.22409285604953766, + 0.035528700798749924, + 0.08379621058702469, + 0.2695213556289673, + 0.031985387206077576 + ], + "top_frames": [ + 8, + 5, + 4 + ], + "selected_reward": -1.8052116632461548 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot strictly static and positioned directly above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the central objects a pair of robotic hands made of polished chrome and matte black carbon fiber with golden circuitry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the robotic hands hold a translucent pill that emits a cool blue glow with visible binary code streams inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a city street background at night with puddles reflecting purple, red, and cyan lights from neon signs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the blue light from the pill casting a distinct halo on the robotic hands and the damp asphalt beneath them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12716396152973175 + ], + "opposite_logprob_tokens": [ + -2.127163887023926 + ], + "logprob_reward": -0.12716396152973175, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12716396152973175, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1381983906030655, + 0.074863500893116, + 0.0696684792637825, + 0.0345587320625782, + 0.036305852234363556, + 0.08337367326021194, + 0.052161842584609985, + 0.040936220437288284, + 0.43508872389793396, + 0.03484456613659859 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.12716396152973175 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot strictly static and positioned directly above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the central objects a pair of robotic hands made of polished chrome and matte black carbon fiber with golden circuitry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the robotic hands hold a translucent pill that emits a cool blue glow with visible binary code streams inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a city street background at night with puddles reflecting purple, red, and cyan lights from neon signs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the blue light from the pill casting a distinct halo on the robotic hands and the damp asphalt beneath them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014209755696356297 + ], + "opposite_logprob_tokens": [ + -4.264209747314453 + ], + "logprob_reward": -0.014209755696356297, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014209755696356297, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12049583345651627, + 0.05430279299616814, + 0.08005574345588684, + 0.03615257516503334, + 0.0867462083697319, + 0.04965013265609741, + 0.025337517261505127, + 0.2570505738258362, + 0.2521807849407196, + 0.03802785649895668 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.014209755696356297 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot strictly static and positioned directly above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the central objects a pair of robotic hands made of polished chrome and matte black carbon fiber with golden circuitry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the robotic hands hold a translucent pill that emits a cool blue glow with visible binary code streams inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a city street background at night with puddles reflecting purple, red, and cyan lights from neon signs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the blue light from the pill casting a distinct halo on the robotic hands and the damp asphalt beneath them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01819409430027008 + ], + "opposite_logprob_tokens": [ + -4.018194198608398 + ], + "logprob_reward": -0.01819409430027008, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01819409430027008, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3061858117580414, + 0.07088981568813324, + 0.13871170580387115, + 0.033797379583120346, + 0.09585800021886826, + 0.04971407726407051, + 0.04368719831109047, + 0.07106746733188629, + 0.16111129522323608, + 0.028977233916521072 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.01819409430027008 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot strictly static and positioned directly above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the central objects a pair of robotic hands made of polished chrome and matte black carbon fiber with golden circuitry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the robotic hands hold a translucent pill that emits a cool blue glow with visible binary code streams inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a city street background at night with puddles reflecting purple, red, and cyan lights from neon signs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the blue light from the pill casting a distinct halo on the robotic hands and the damp asphalt beneath them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00864548608660698 + ], + "opposite_logprob_tokens": [ + -4.758645534515381 + ], + "logprob_reward": -0.00864548608660698, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00864548608660698, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14367085695266724, + 0.03703124076128006, + 0.07119756937026978, + 0.030596546828746796, + 0.08651559054851532, + 0.09884345531463623, + 0.044221725314855576, + 0.06121401861310005, + 0.3721242845058441, + 0.05458476021885872 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.00864548608660698 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_13/index_tensor([1007, 1007])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_13/index_tensor([1007, 1007])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..06cd1f4a25739ce7af38f1b4521911baeac865a9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_13/index_tensor([1007, 1007])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, static shot captures the scene in dramatic super-slow motion across a sun-drenched asphalt track. A gleaming white racing kart, with its low-profile chassis and wide, black rubber tires, hurtles across the frame from right to left. Suddenly, a standard metal paint bucket flies into view, violently slamming into the side of the kart's fiberglass body. The moment of impact is captured in hyper-realistic detail: the bucket's metal wrinkles and deforms, and the lid pops off in a spectacular explosion of thick Branson red paint. The viscous liquid erupts in a complex, three-dimensional splash, with individual droplets and syrupy tendrils suspended in mid-air, shimmering in the harsh, direct sunlight and creating brilliant, mirror-like highlights. This wave of paint then crashes into the moving vehicle's pristine white surface, splashing dramatically and beginning to drip in thick streams that contrast starkly with the kart's clean exterior, creating a tense, chaotic, yet visually stunningly beautiful atmosphere of destruction.", + "seed": 22009, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_13/index_1007_seed_22009_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.062275391072034836, + "vlm_logprob": -0.062275391072034836, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.062275391072034836, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a sun-drenched asphalt track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a gleaming white racing kart with a low-profile chassis and wide black rubber tires visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a metal paint bucket slam into the side of the kart causing a splash of thick Branson red paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are individual droplets and tendrils of paint suspended in mid-air with mirror-like highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22449809312820435 + ], + "opposite_logprob_tokens": [ + -1.7244980335235596 + ], + "logprob_reward": -0.22449809312820435, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.22449809312820435, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22901302576065063, + 0.23788578808307648, + 0.08557740598917007, + 0.045858439058065414, + 0.07675901055335999, + 0.03497174382209778, + 0.040387578308582306, + 0.0732957273721695, + 0.06283546984195709, + 0.11341575533151627 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.22449809312820435 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a sun-drenched asphalt track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a gleaming white racing kart with a low-profile chassis and wide black rubber tires visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a metal paint bucket slam into the side of the kart causing a splash of thick Branson red paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are individual droplets and tendrils of paint suspended in mid-air with mirror-like highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07007327675819397 + ], + "opposite_logprob_tokens": [ + -2.695073366165161 + ], + "logprob_reward": -0.07007327675819397, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07007327675819397, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2860148847103119, + 0.0789858028292656, + 0.03159789741039276, + 0.04242976754903793, + 0.07592957466840744, + 0.1972550004720688, + 0.11184602975845337, + 0.03338336944580078, + 0.07261104881763458, + 0.06994660198688507 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.07007327675819397 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a sun-drenched asphalt track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a gleaming white racing kart with a low-profile chassis and wide black rubber tires visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a metal paint bucket slam into the side of the kart causing a splash of thick Branson red paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are individual droplets and tendrils of paint suspended in mid-air with mirror-like highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022107940167188644 + ], + "opposite_logprob_tokens": [ + -6.12721061706543 + ], + "logprob_reward": -0.0022107940167188644, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022107940167188644, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13138294219970703, + 0.2615085542201996, + 0.07234109938144684, + 0.12358123064041138, + 0.0411594994366169, + 0.03855451941490173, + 0.04735092446208, + 0.08430392295122147, + 0.05999479070305824, + 0.13982246816158295 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.0022107940167188644 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a sun-drenched asphalt track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a gleaming white racing kart with a low-profile chassis and wide black rubber tires visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a metal paint bucket slam into the side of the kart causing a splash of thick Branson red paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are individual droplets and tendrils of paint suspended in mid-air with mirror-like highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059555694460868835 + ], + "opposite_logprob_tokens": [ + -5.130955696105957 + ], + "logprob_reward": -0.0059555694460868835, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059555694460868835, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12168252468109131, + 0.0655248686671257, + 0.027683978900313377, + 0.15598908066749573, + 0.16950972378253937, + 0.04091818630695343, + 0.12902849912643433, + 0.06815901398658752, + 0.15997272729873657, + 0.0615314319729805 + ], + "top_frames": [ + 4, + 8, + 3 + ], + "selected_reward": -0.0059555694460868835 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a sun-drenched asphalt track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a gleaming white racing kart with a low-profile chassis and wide black rubber tires visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a metal paint bucket slam into the side of the kart causing a splash of thick Branson red paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are individual droplets and tendrils of paint suspended in mid-air with mirror-like highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008639222010970116 + ], + "opposite_logprob_tokens": [ + -4.758639335632324 + ], + "logprob_reward": -0.008639222010970116, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008639222010970116, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1022014319896698, + 0.10857082158327103, + 0.0344221368432045, + 0.05935966596007347, + 0.17626580595970154, + 0.03226456791162491, + 0.23740746080875397, + 0.09461907297372818, + 0.12276115268468857, + 0.03212786465883255 + ], + "top_frames": [ + 6, + 4, + 8 + ], + "selected_reward": -0.008639222010970116 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static shot captures the scene in dramatic super-slow motion across a sun-drenched asphalt track. A gleaming white racing kart, with its low-profile chassis and wide, black rubber tires, hurtles across the frame from right to left. Suddenly, a standard metal paint bucket flies into view, violently slamming into the side of the kart's fiberglass body. The moment of impact is captured in hyper-realistic detail: the bucket's metal wrinkles and deforms, and the lid pops off in a spectacular explosion of thick Branson red paint. The viscous liquid erupts in a complex, three-dimensional splash, with individual droplets and syrupy tendrils suspended in mid-air, shimmering in the harsh, direct sunlight and creating brilliant, mirror-like highlights. This wave of paint then crashes into the moving vehicle's pristine white surface, splashing dramatically and beginning to drip in thick streams that contrast starkly with the kart's clean exterior, creating a tense, chaotic, yet visually stunningly beautiful atmosphere of destruction.", + "seed": 22010, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_13/index_1007_seed_22010_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05154121946543455, + "vlm_logprob": -0.05154121946543455, + "vlm_yes_no_margin": 4.2, + "vlm_token_credit": -0.05154121946543455, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a sun-drenched asphalt track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a gleaming white racing kart with a low-profile chassis and wide black rubber tires visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a metal paint bucket slam into the side of the kart causing a splash of thick Branson red paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are individual droplets and tendrils of paint suspended in mid-air with mirror-like highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.21563999354839325 + ], + "opposite_logprob_tokens": [ + -1.7156399488449097 + ], + "logprob_reward": -0.21563999354839325, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.21563999354839325, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08714158833026886, + 0.07495688647031784, + 0.20093539357185364, + 0.10504347831010818, + 0.16595259308815002, + 0.15864303708076477, + 0.04555016756057739, + 0.04035552963614464, + 0.053834859281778336, + 0.06758648157119751 + ], + "top_frames": [ + 2, + 4, + 5 + ], + "selected_reward": -0.21563999354839325 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a sun-drenched asphalt track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a gleaming white racing kart with a low-profile chassis and wide black rubber tires visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a metal paint bucket slam into the side of the kart causing a splash of thick Branson red paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are individual droplets and tendrils of paint suspended in mid-air with mirror-like highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023334193974733353 + ], + "opposite_logprob_tokens": [ + -3.773334264755249 + ], + "logprob_reward": -0.023334193974733353, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023334193974733353, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2043774425983429, + 0.3449822664260864, + 0.0522330068051815, + 0.039271920919418335, + 0.059383973479270935, + 0.03812408447265625, + 0.045011747628450394, + 0.07124451547861099, + 0.11265555769205093, + 0.03271544352173805 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.023334193974733353 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a sun-drenched asphalt track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a gleaming white racing kart with a low-profile chassis and wide black rubber tires visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a metal paint bucket slam into the side of the kart causing a splash of thick Branson red paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are individual droplets and tendrils of paint suspended in mid-air with mirror-like highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022077015601098537 + ], + "opposite_logprob_tokens": [ + -6.1272077560424805 + ], + "logprob_reward": -0.0022077015601098537, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022077015601098537, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18880975246429443, + 0.18739743530750275, + 0.17664358019828796, + 0.058422524482011795, + 0.059348296374082565, + 0.025004921481013298, + 0.05981549620628357, + 0.09523949027061462, + 0.09692878276109695, + 0.052389781922101974 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.0022077015601098537 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a sun-drenched asphalt track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a gleaming white racing kart with a low-profile chassis and wide black rubber tires visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a metal paint bucket slam into the side of the kart causing a splash of thick Branson red paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are individual droplets and tendrils of paint suspended in mid-air with mirror-like highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009787782095372677 + ], + "opposite_logprob_tokens": [ + -4.634787559509277 + ], + "logprob_reward": -0.009787782095372677, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009787782095372677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.057226069271564484, + 0.09276057779788971, + 0.2564554512500763, + 0.06317656487226486, + 0.16841234266757965, + 0.04959020018577576, + 0.06512748450040817, + 0.1492365449666977, + 0.0536448210477829, + 0.04436991736292839 + ], + "top_frames": [ + 2, + 4, + 7 + ], + "selected_reward": -0.009787782095372677 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a sun-drenched asphalt track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a gleaming white racing kart with a low-profile chassis and wide black rubber tires visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a metal paint bucket slam into the side of the kart causing a splash of thick Branson red paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are individual droplets and tendrils of paint suspended in mid-air with mirror-like highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006736426148563623 + ], + "opposite_logprob_tokens": [ + -5.0067362785339355 + ], + "logprob_reward": -0.006736426148563623, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006736426148563623, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07696772366762161, + 0.14554280042648315, + 0.16285941004753113, + 0.07620146125555038, + 0.09625662863254547, + 0.04622369259595871, + 0.07330601662397385, + 0.19723640382289886, + 0.0843067392706871, + 0.04109913110733032 + ], + "top_frames": [ + 7, + 2, + 1 + ], + "selected_reward": -0.006736426148563623 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static shot captures the scene in dramatic super-slow motion across a sun-drenched asphalt track. A gleaming white racing kart, with its low-profile chassis and wide, black rubber tires, hurtles across the frame from right to left. Suddenly, a standard metal paint bucket flies into view, violently slamming into the side of the kart's fiberglass body. The moment of impact is captured in hyper-realistic detail: the bucket's metal wrinkles and deforms, and the lid pops off in a spectacular explosion of thick Branson red paint. The viscous liquid erupts in a complex, three-dimensional splash, with individual droplets and syrupy tendrils suspended in mid-air, shimmering in the harsh, direct sunlight and creating brilliant, mirror-like highlights. This wave of paint then crashes into the moving vehicle's pristine white surface, splashing dramatically and beginning to drip in thick streams that contrast starkly with the kart's clean exterior, creating a tense, chaotic, yet visually stunningly beautiful atmosphere of destruction.", + "seed": 22011, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_13/index_1007_seed_22011_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.057548103760927914, + "vlm_logprob": -0.057548103760927914, + "vlm_yes_no_margin": 4.175, + "vlm_token_credit": -0.057548103760927914, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a sun-drenched asphalt track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a gleaming white racing kart with a low-profile chassis and wide black rubber tires visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a metal paint bucket slam into the side of the kart causing a splash of thick Branson red paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are individual droplets and tendrils of paint suspended in mid-air with mirror-like highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2483404129743576 + ], + "opposite_logprob_tokens": [ + -1.623340368270874 + ], + "logprob_reward": -0.2483404129743576, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2483404129743576, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.136668398976326, + 0.42773282527923584, + 0.12964598834514618, + 0.07849148660898209, + 0.025953397154808044, + 0.06200186163187027, + 0.03640449792146683, + 0.02703021839261055, + 0.048712462186813354, + 0.02735881879925728 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.2483404129743576 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a sun-drenched asphalt track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a gleaming white racing kart with a low-profile chassis and wide black rubber tires visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a metal paint bucket slam into the side of the kart causing a splash of thick Branson red paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are individual droplets and tendrils of paint suspended in mid-air with mirror-like highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020624464377760887 + ], + "opposite_logprob_tokens": [ + -3.8956243991851807 + ], + "logprob_reward": -0.020624464377760887, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020624464377760887, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2646956443786621, + 0.1638822853565216, + 0.04897398129105568, + 0.03834519907832146, + 0.05178872495889664, + 0.06411061435937881, + 0.0266665481030941, + 0.035608142614364624, + 0.039417654275894165, + 0.2665111720561981 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.020624464377760887 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a sun-drenched asphalt track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a gleaming white racing kart with a low-profile chassis and wide black rubber tires visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a metal paint bucket slam into the side of the kart causing a splash of thick Branson red paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are individual droplets and tendrils of paint suspended in mid-air with mirror-like highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002499315422028303 + ], + "opposite_logprob_tokens": [ + -6.002499103546143 + ], + "logprob_reward": -0.002499315422028303, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002499315422028303, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07996898889541626, + 0.2817525565624237, + 0.3221670687198639, + 0.04938806965947151, + 0.037982892245054245, + 0.04460527375340462, + 0.02412082441151142, + 0.015860265120863914, + 0.05232550948858261, + 0.09182852506637573 + ], + "top_frames": [ + 2, + 1, + 9 + ], + "selected_reward": -0.002499315422028303 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a sun-drenched asphalt track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a gleaming white racing kart with a low-profile chassis and wide black rubber tires visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a metal paint bucket slam into the side of the kart causing a splash of thick Branson red paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are individual droplets and tendrils of paint suspended in mid-air with mirror-like highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008647376671433449 + ], + "opposite_logprob_tokens": [ + -4.758647441864014 + ], + "logprob_reward": -0.008647376671433449, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008647376671433449, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.050869423896074295, + 0.06809958070516586, + 0.39527609944343567, + 0.10776635259389877, + 0.13658902049064636, + 0.059511445462703705, + 0.04264291748404503, + 0.02397134341299534, + 0.07806994765996933, + 0.03720393031835556 + ], + "top_frames": [ + 2, + 4, + 3 + ], + "selected_reward": -0.008647376671433449 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a sun-drenched asphalt track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a gleaming white racing kart with a low-profile chassis and wide black rubber tires visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a metal paint bucket slam into the side of the kart causing a splash of thick Branson red paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are individual droplets and tendrils of paint suspended in mid-air with mirror-like highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007628949359059334 + ], + "opposite_logprob_tokens": [ + -4.882628917694092 + ], + "logprob_reward": -0.007628949359059334, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007628949359059334, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04067001864314079, + 0.15847551822662354, + 0.26927927136421204, + 0.07340109348297119, + 0.10320217907428741, + 0.059368230402469635, + 0.0497792512178421, + 0.02800314500927925, + 0.08449258655309677, + 0.13332876563072205 + ], + "top_frames": [ + 2, + 1, + 9 + ], + "selected_reward": -0.007628949359059334 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static shot captures the scene in dramatic super-slow motion across a sun-drenched asphalt track. A gleaming white racing kart, with its low-profile chassis and wide, black rubber tires, hurtles across the frame from right to left. Suddenly, a standard metal paint bucket flies into view, violently slamming into the side of the kart's fiberglass body. The moment of impact is captured in hyper-realistic detail: the bucket's metal wrinkles and deforms, and the lid pops off in a spectacular explosion of thick Branson red paint. The viscous liquid erupts in a complex, three-dimensional splash, with individual droplets and syrupy tendrils suspended in mid-air, shimmering in the harsh, direct sunlight and creating brilliant, mirror-like highlights. This wave of paint then crashes into the moving vehicle's pristine white surface, splashing dramatically and beginning to drip in thick streams that contrast starkly with the kart's clean exterior, creating a tense, chaotic, yet visually stunningly beautiful atmosphere of destruction.", + "seed": 22012, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_13/index_1007_seed_22012_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05995911431964487, + "vlm_logprob": -0.05995911431964487, + "vlm_yes_no_margin": 4.3, + "vlm_token_credit": -0.05995911431964487, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a sun-drenched asphalt track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a gleaming white racing kart with a low-profile chassis and wide black rubber tires visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a metal paint bucket slam into the side of the kart causing a splash of thick Branson red paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are individual droplets and tendrils of paint suspended in mid-air with mirror-like highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.26388564705848694 + ], + "opposite_logprob_tokens": [ + -1.5138856172561646 + ], + "logprob_reward": -0.26388564705848694, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.26388564705848694, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16132867336273193, + 0.07160135358572006, + 0.15747220814228058, + 0.06396913528442383, + 0.10216474533081055, + 0.043959543108940125, + 0.06804987788200378, + 0.25076091289520264, + 0.03072400391101837, + 0.04996953904628754 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.26388564705848694 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a sun-drenched asphalt track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a gleaming white racing kart with a low-profile chassis and wide black rubber tires visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a metal paint bucket slam into the side of the kart causing a splash of thick Branson red paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are individual droplets and tendrils of paint suspended in mid-air with mirror-like highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0206089336425066 + ], + "opposite_logprob_tokens": [ + -3.895608901977539 + ], + "logprob_reward": -0.0206089336425066, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.0206089336425066, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23419685661792755, + 0.05839627608656883, + 0.1458960622549057, + 0.07060431689023972, + 0.06050513684749603, + 0.03431815281510353, + 0.07988597452640533, + 0.1486993134021759, + 0.08219805359840393, + 0.08529985696077347 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.0206089336425066 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a sun-drenched asphalt track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a gleaming white racing kart with a low-profile chassis and wide black rubber tires visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a metal paint bucket slam into the side of the kart causing a splash of thick Branson red paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are individual droplets and tendrils of paint suspended in mid-air with mirror-like highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017213303362950683 + ], + "opposite_logprob_tokens": [ + -6.376721382141113 + ], + "logprob_reward": -0.0017213303362950683, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017213303362950683, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1571899652481079, + 0.0908467099070549, + 0.10511690378189087, + 0.11465197056531906, + 0.06715579330921173, + 0.040889035910367966, + 0.0730690211057663, + 0.10744968801736832, + 0.1679031103849411, + 0.07572779804468155 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.0017213303362950683 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a sun-drenched asphalt track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a gleaming white racing kart with a low-profile chassis and wide black rubber tires visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a metal paint bucket slam into the side of the kart causing a splash of thick Branson red paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are individual droplets and tendrils of paint suspended in mid-air with mirror-like highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005950829479843378 + ], + "opposite_logprob_tokens": [ + -5.130950927734375 + ], + "logprob_reward": -0.005950829479843378, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005950829479843378, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07126744091510773, + 0.06334104388952255, + 0.05297436937689781, + 0.3637359142303467, + 0.08678033947944641, + 0.04630156233906746, + 0.05606427788734436, + 0.17560754716396332, + 0.056955546140670776, + 0.026971979066729546 + ], + "top_frames": [ + 3, + 7, + 4 + ], + "selected_reward": -0.005950829479843378 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a sun-drenched asphalt track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a gleaming white racing kart with a low-profile chassis and wide black rubber tires visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a metal paint bucket slam into the side of the kart causing a splash of thick Branson red paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are individual droplets and tendrils of paint suspended in mid-air with mirror-like highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007628831081092358 + ], + "opposite_logprob_tokens": [ + -4.882628917694092 + ], + "logprob_reward": -0.007628831081092358, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007628831081092358, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12836408615112305, + 0.04411899298429489, + 0.04581671580672264, + 0.27046218514442444, + 0.0610165148973465, + 0.0504886656999588, + 0.06288594752550125, + 0.14468324184417725, + 0.09994980692863464, + 0.09221378713846207 + ], + "top_frames": [ + 3, + 7, + 0 + ], + "selected_reward": -0.007628831081092358 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_14/index_tensor([8185, 8185])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_14/index_tensor([8185, 8185])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..563e6423436dadd97e963de09ec1f852cca9e93a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_14/index_tensor([8185, 8185])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic, low-angle tracking shot follows a massive airliner as it taxis down a sun-drenched runway, its sleek white fuselage gleaming in the bright, direct sunlight of a cloudless blue sky. Powerful engines slung beneath its wings roar, creating a visible heat haze distortion in the air as the aircraft begins to accelerate in a powerful, steady surge. The camera remains synchronized, focusing on the wheels of the landing gear as they spin into a blur against the dark gray tarmac, the runway markings streaking past, stretching to an endless vanishing point behind. As the aircraft gains immense momentum, its nose tilts upward with deliberate grace, a movement that conveys the immense power being harnessed. The camera captures the dramatic moment as the wheels leave the ground, the suspension fully extended before the landing gear begins to mechanically retract into the fuselage. The video ends with the aircraft soaring upward, its wings cutting cleanly through the air, leaving behind two gleaming white exhaust trails that hang briefly against the vast azure sky, evoking a profound sense of awe and the majesty of flight.", + "seed": 3304, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_14/index_8185_seed_3304_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.011469482816755772, + "vlm_logprob": -0.011469482816755772, + "vlm_yes_no_margin": 4.7, + "vlm_token_credit": -0.011469482816755772, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive white airliner with a sleek fuselage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a sun-drenched runway with a cloudless blue sky and visible heat haze distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the aircraft accelerate, tilt its nose upward, and successfully take off leaving the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle tracking shot that focuses on the spinning landing gear wheels and runway markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the aircraft soaring upward leaving two gleaming white exhaust trails against the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013713196851313114 + ], + "opposite_logprob_tokens": [ + -4.388713359832764 + ], + "logprob_reward": -0.013713196851313114, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.013713196851313114, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09578832983970642, + 0.057031143456697464, + 0.08753601461648941, + 0.23758935928344727, + 0.07271967828273773, + 0.10258207470178604, + 0.03175962343811989, + 0.12924648821353912, + 0.07951837033033371, + 0.10622894018888474 + ], + "top_frames": [ + 3, + 7, + 9 + ], + "selected_reward": -0.013713196851313114 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive white airliner with a sleek fuselage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a sun-drenched runway with a cloudless blue sky and visible heat haze distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the aircraft accelerate, tilt its nose upward, and successfully take off leaving the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle tracking shot that focuses on the spinning landing gear wheels and runway markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the aircraft soaring upward leaving two gleaming white exhaust trails against the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009793094359338284 + ], + "opposite_logprob_tokens": [ + -4.634793281555176 + ], + "logprob_reward": -0.009793094359338284, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009793094359338284, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12461335957050323, + 0.016581490635871887, + 0.04081171005964279, + 0.18580996990203857, + 0.1827654242515564, + 0.09812001138925552, + 0.021696854382753372, + 0.14817805588245392, + 0.02169264853000641, + 0.1597304344177246 + ], + "top_frames": [ + 3, + 4, + 9 + ], + "selected_reward": -0.009793094359338284 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive white airliner with a sleek fuselage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a sun-drenched runway with a cloudless blue sky and visible heat haze distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the aircraft accelerate, tilt its nose upward, and successfully take off leaving the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle tracking shot that focuses on the spinning landing gear wheels and runway markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the aircraft soaring upward leaving two gleaming white exhaust trails against the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021998509764671326 + ], + "opposite_logprob_tokens": [ + -6.127199649810791 + ], + "logprob_reward": -0.0021998509764671326, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021998509764671326, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0741085484623909, + 0.07010509073734283, + 0.05122683197259903, + 0.1418725550174713, + 0.12022692710161209, + 0.0495375320315361, + 0.0831746906042099, + 0.22254076600074768, + 0.08332164585590363, + 0.10388539731502533 + ], + "top_frames": [ + 7, + 3, + 4 + ], + "selected_reward": -0.0021998509764671326 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive white airliner with a sleek fuselage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a sun-drenched runway with a cloudless blue sky and visible heat haze distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the aircraft accelerate, tilt its nose upward, and successfully take off leaving the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle tracking shot that focuses on the spinning landing gear wheels and runway markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the aircraft soaring upward leaving two gleaming white exhaust trails against the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011073444969952106 + ], + "opposite_logprob_tokens": [ + -4.511073589324951 + ], + "logprob_reward": -0.011073444969952106, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011073444969952106, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05008794367313385, + 0.030164312571287155, + 0.03446907922625542, + 0.12520302832126617, + 0.028477368876338005, + 0.05247967690229416, + 0.037665728479623795, + 0.5402259230613708, + 0.029088644310832024, + 0.07213827967643738 + ], + "top_frames": [ + 7, + 3, + 9 + ], + "selected_reward": -0.011073444969952106 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive white airliner with a sleek fuselage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a sun-drenched runway with a cloudless blue sky and visible heat haze distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the aircraft accelerate, tilt its nose upward, and successfully take off leaving the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle tracking shot that focuses on the spinning landing gear wheels and runway markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the aircraft soaring upward leaving two gleaming white exhaust trails against the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02056782692670822 + ], + "opposite_logprob_tokens": [ + -3.8955678939819336 + ], + "logprob_reward": -0.02056782692670822, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02056782692670822, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08121905475854874, + 0.03977883607149124, + 0.03410366550087929, + 0.13063769042491913, + 0.05847152695059776, + 0.10763683170080185, + 0.043739672750234604, + 0.11422745138406754, + 0.2144322246313095, + 0.17575305700302124 + ], + "top_frames": [ + 8, + 9, + 3 + ], + "selected_reward": -0.02056782692670822 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot follows a massive airliner as it taxis down a sun-drenched runway, its sleek white fuselage gleaming in the bright, direct sunlight of a cloudless blue sky. Powerful engines slung beneath its wings roar, creating a visible heat haze distortion in the air as the aircraft begins to accelerate in a powerful, steady surge. The camera remains synchronized, focusing on the wheels of the landing gear as they spin into a blur against the dark gray tarmac, the runway markings streaking past, stretching to an endless vanishing point behind. As the aircraft gains immense momentum, its nose tilts upward with deliberate grace, a movement that conveys the immense power being harnessed. The camera captures the dramatic moment as the wheels leave the ground, the suspension fully extended before the landing gear begins to mechanically retract into the fuselage. The video ends with the aircraft soaring upward, its wings cutting cleanly through the air, leaving behind two gleaming white exhaust trails that hang briefly against the vast azure sky, evoking a profound sense of awe and the majesty of flight.", + "seed": 3305, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_14/index_8185_seed_3305_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05225451992591843, + "vlm_logprob": -0.05225451992591843, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.05225451992591843, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive white airliner with a sleek fuselage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a sun-drenched runway with a cloudless blue sky and visible heat haze distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the aircraft accelerate, tilt its nose upward, and successfully take off leaving the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle tracking shot that focuses on the spinning landing gear wheels and runway markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the aircraft soaring upward leaving two gleaming white exhaust trails against the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023750916123390198 + ], + "opposite_logprob_tokens": [ + -3.8987510204315186 + ], + "logprob_reward": -0.023750916123390198, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.023750916123390198, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10771127045154572, + 0.06351080536842346, + 0.03492770716547966, + 0.08097373694181442, + 0.06182257458567619, + 0.4429188668727875, + 0.03741249442100525, + 0.08008793741464615, + 0.051358260214328766, + 0.039276354014873505 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.023750916123390198 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive white airliner with a sleek fuselage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a sun-drenched runway with a cloudless blue sky and visible heat haze distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the aircraft accelerate, tilt its nose upward, and successfully take off leaving the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle tracking shot that focuses on the spinning landing gear wheels and runway markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the aircraft soaring upward leaving two gleaming white exhaust trails against the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16038323938846588 + ], + "opposite_logprob_tokens": [ + -1.9103832244873047 + ], + "logprob_reward": -0.16038323938846588, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16038323938846588, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16758359968662262, + 0.11937670409679413, + 0.06866824626922607, + 0.045013427734375, + 0.028361579403281212, + 0.45861387252807617, + 0.02269325591623783, + 0.016732770949602127, + 0.03205079212784767, + 0.040905747562646866 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.16038323938846588 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive white airliner with a sleek fuselage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a sun-drenched runway with a cloudless blue sky and visible heat haze distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the aircraft accelerate, tilt its nose upward, and successfully take off leaving the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle tracking shot that focuses on the spinning landing gear wheels and runway markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the aircraft soaring upward leaving two gleaming white exhaust trails against the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009238027851097286 + ], + "opposite_logprob_tokens": [ + -7.0009236335754395 + ], + "logprob_reward": -0.0009238027851097286, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009238027851097286, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0844312384724617, + 0.03399975970387459, + 0.03525848314166069, + 0.052412647753953934, + 0.04481253772974014, + 0.20907889306545258, + 0.051282238215208054, + 0.12868162989616394, + 0.3073793947696686, + 0.05266309529542923 + ], + "top_frames": [ + 8, + 5, + 7 + ], + "selected_reward": -0.0009238027851097286 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive white airliner with a sleek fuselage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a sun-drenched runway with a cloudless blue sky and visible heat haze distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the aircraft accelerate, tilt its nose upward, and successfully take off leaving the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle tracking shot that focuses on the spinning landing gear wheels and runway markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the aircraft soaring upward leaving two gleaming white exhaust trails against the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01419447734951973 + ], + "opposite_logprob_tokens": [ + -4.264194488525391 + ], + "logprob_reward": -0.01419447734951973, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01419447734951973, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1005166694521904, + 0.16101154685020447, + 0.03165309131145477, + 0.05915934592485428, + 0.05787676200270653, + 0.18072347342967987, + 0.09278740733861923, + 0.08258842676877975, + 0.10229916125535965, + 0.13138407468795776 + ], + "top_frames": [ + 5, + 1, + 9 + ], + "selected_reward": -0.01419447734951973 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive white airliner with a sleek fuselage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a sun-drenched runway with a cloudless blue sky and visible heat haze distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the aircraft accelerate, tilt its nose upward, and successfully take off leaving the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle tracking shot that focuses on the spinning landing gear wheels and runway markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the aircraft soaring upward leaving two gleaming white exhaust trails against the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06202016398310661 + ], + "opposite_logprob_tokens": [ + -2.8120200634002686 + ], + "logprob_reward": -0.06202016398310661, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06202016398310661, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11415627598762512, + 0.05377044901251793, + 0.06984959542751312, + 0.09238037467002869, + 0.026730382815003395, + 0.33071935176849365, + 0.05373626947402954, + 0.05831332132220268, + 0.09639595448970795, + 0.10394804179668427 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.06202016398310661 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot follows a massive airliner as it taxis down a sun-drenched runway, its sleek white fuselage gleaming in the bright, direct sunlight of a cloudless blue sky. Powerful engines slung beneath its wings roar, creating a visible heat haze distortion in the air as the aircraft begins to accelerate in a powerful, steady surge. The camera remains synchronized, focusing on the wheels of the landing gear as they spin into a blur against the dark gray tarmac, the runway markings streaking past, stretching to an endless vanishing point behind. As the aircraft gains immense momentum, its nose tilts upward with deliberate grace, a movement that conveys the immense power being harnessed. The camera captures the dramatic moment as the wheels leave the ground, the suspension fully extended before the landing gear begins to mechanically retract into the fuselage. The video ends with the aircraft soaring upward, its wings cutting cleanly through the air, leaving behind two gleaming white exhaust trails that hang briefly against the vast azure sky, evoking a profound sense of awe and the majesty of flight.", + "seed": 3306, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_14/index_8185_seed_3306_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.022425780177582056, + "vlm_logprob": -0.022425780177582056, + "vlm_yes_no_margin": 4.4, + "vlm_token_credit": -0.022425780177582056, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive white airliner with a sleek fuselage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a sun-drenched runway with a cloudless blue sky and visible heat haze distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the aircraft accelerate, tilt its nose upward, and successfully take off leaving the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle tracking shot that focuses on the spinning landing gear wheels and runway markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the aircraft soaring upward leaving two gleaming white exhaust trails against the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0351882129907608 + ], + "opposite_logprob_tokens": [ + -3.4101881980895996 + ], + "logprob_reward": -0.0351882129907608, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0351882129907608, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06336070597171783, + 0.026131542399525642, + 0.046086229383945465, + 0.1795254349708557, + 0.1128188744187355, + 0.2293500006198883, + 0.05287187173962593, + 0.06837522238492966, + 0.16595269739627838, + 0.05552744120359421 + ], + "top_frames": [ + 5, + 3, + 8 + ], + "selected_reward": -0.0351882129907608 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive white airliner with a sleek fuselage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a sun-drenched runway with a cloudless blue sky and visible heat haze distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the aircraft accelerate, tilt its nose upward, and successfully take off leaving the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle tracking shot that focuses on the spinning landing gear wheels and runway markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the aircraft soaring upward leaving two gleaming white exhaust trails against the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009794275276362896 + ], + "opposite_logprob_tokens": [ + -4.634794235229492 + ], + "logprob_reward": -0.009794275276362896, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009794275276362896, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06662222743034363, + 0.06752384454011917, + 0.015285857021808624, + 0.5919097065925598, + 0.04227364808320999, + 0.04748077690601349, + 0.025536315515637398, + 0.024843856692314148, + 0.0784856304526329, + 0.04003811255097389 + ], + "top_frames": [ + 3, + 8, + 1 + ], + "selected_reward": -0.009794275276362896 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive white airliner with a sleek fuselage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a sun-drenched runway with a cloudless blue sky and visible heat haze distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the aircraft accelerate, tilt its nose upward, and successfully take off leaving the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle tracking shot that focuses on the spinning landing gear wheels and runway markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the aircraft soaring upward leaving two gleaming white exhaust trails against the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008147019543685019 + ], + "opposite_logprob_tokens": [ + -7.125814914703369 + ], + "logprob_reward": -0.0008147019543685019, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008147019543685019, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08570969849824905, + 0.02542693354189396, + 0.02044985070824623, + 0.4639192223548889, + 0.029170047491788864, + 0.09083665162324905, + 0.05679004266858101, + 0.09644663333892822, + 0.030785923823714256, + 0.10046503692865372 + ], + "top_frames": [ + 3, + 9, + 7 + ], + "selected_reward": -0.0008147019543685019 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive white airliner with a sleek fuselage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a sun-drenched runway with a cloudless blue sky and visible heat haze distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the aircraft accelerate, tilt its nose upward, and successfully take off leaving the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle tracking shot that focuses on the spinning landing gear wheels and runway markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the aircraft soaring upward leaving two gleaming white exhaust trails against the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023293547332286835 + ], + "opposite_logprob_tokens": [ + -3.7732934951782227 + ], + "logprob_reward": -0.023293547332286835, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023293547332286835, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.045104365795850754, + 0.01731383055448532, + 0.02352982386946678, + 0.47918805480003357, + 0.03293173015117645, + 0.10068272799253464, + 0.06599260866641998, + 0.08443553745746613, + 0.1103215366601944, + 0.04049978032708168 + ], + "top_frames": [ + 3, + 8, + 5 + ], + "selected_reward": -0.023293547332286835 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive white airliner with a sleek fuselage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a sun-drenched runway with a cloudless blue sky and visible heat haze distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the aircraft accelerate, tilt its nose upward, and successfully take off leaving the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle tracking shot that focuses on the spinning landing gear wheels and runway markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the aircraft soaring upward leaving two gleaming white exhaust trails against the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04303816333413124 + ], + "opposite_logprob_tokens": [ + -3.1680381298065186 + ], + "logprob_reward": -0.04303816333413124, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04303816333413124, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04997473210096359, + 0.03586145490407944, + 0.04961985722184181, + 0.3377964198589325, + 0.05344870686531067, + 0.052535802125930786, + 0.08702311664819717, + 0.04084647074341774, + 0.10893363505601883, + 0.1839597523212433 + ], + "top_frames": [ + 3, + 9, + 8 + ], + "selected_reward": -0.04303816333413124 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot follows a massive airliner as it taxis down a sun-drenched runway, its sleek white fuselage gleaming in the bright, direct sunlight of a cloudless blue sky. Powerful engines slung beneath its wings roar, creating a visible heat haze distortion in the air as the aircraft begins to accelerate in a powerful, steady surge. The camera remains synchronized, focusing on the wheels of the landing gear as they spin into a blur against the dark gray tarmac, the runway markings streaking past, stretching to an endless vanishing point behind. As the aircraft gains immense momentum, its nose tilts upward with deliberate grace, a movement that conveys the immense power being harnessed. The camera captures the dramatic moment as the wheels leave the ground, the suspension fully extended before the landing gear begins to mechanically retract into the fuselage. The video ends with the aircraft soaring upward, its wings cutting cleanly through the air, leaving behind two gleaming white exhaust trails that hang briefly against the vast azure sky, evoking a profound sense of awe and the majesty of flight.", + "seed": 3307, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_14/index_8185_seed_3307_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1022010907297954, + "vlm_logprob": -0.1022010907297954, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.1022010907297954, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive white airliner with a sleek fuselage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a sun-drenched runway with a cloudless blue sky and visible heat haze distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the aircraft accelerate, tilt its nose upward, and successfully take off leaving the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle tracking shot that focuses on the spinning landing gear wheels and runway markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the aircraft soaring upward leaving two gleaming white exhaust trails against the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4315849840641022 + ], + "opposite_logprob_tokens": [ + -1.0565849542617798 + ], + "logprob_reward": -0.4315849840641022, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4315849840641022, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1938520073890686, + 0.03202810510993004, + 0.05831602215766907, + 0.03642241656780243, + 0.0408252477645874, + 0.03637072443962097, + 0.06836860626935959, + 0.364609956741333, + 0.023479711264371872, + 0.14572720229625702 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.4315849840641022 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive white airliner with a sleek fuselage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a sun-drenched runway with a cloudless blue sky and visible heat haze distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the aircraft accelerate, tilt its nose upward, and successfully take off leaving the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle tracking shot that focuses on the spinning landing gear wheels and runway markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the aircraft soaring upward leaving two gleaming white exhaust trails against the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04867067560553551 + ], + "opposite_logprob_tokens": [ + -3.048670768737793 + ], + "logprob_reward": -0.04867067560553551, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04867067560553551, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05089665576815605, + 0.048505790531635284, + 0.04687914252281189, + 0.036151278764009476, + 0.13506607711315155, + 0.19009843468666077, + 0.02969091385602951, + 0.025759899988770485, + 0.052146073430776596, + 0.38480573892593384 + ], + "top_frames": [ + 9, + 5, + 4 + ], + "selected_reward": -0.04867067560553551 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive white airliner with a sleek fuselage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a sun-drenched runway with a cloudless blue sky and visible heat haze distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the aircraft accelerate, tilt its nose upward, and successfully take off leaving the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle tracking shot that focuses on the spinning landing gear wheels and runway markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the aircraft soaring upward leaving two gleaming white exhaust trails against the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015169790713116527 + ], + "opposite_logprob_tokens": [ + -6.501516819000244 + ], + "logprob_reward": -0.0015169790713116527, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015169790713116527, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15875402092933655, + 0.06566637009382248, + 0.05963299795985222, + 0.10162394493818283, + 0.1687634289264679, + 0.18297670781612396, + 0.05059872195124626, + 0.08224651217460632, + 0.054813023656606674, + 0.0749242901802063 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.0015169790713116527 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive white airliner with a sleek fuselage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a sun-drenched runway with a cloudless blue sky and visible heat haze distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the aircraft accelerate, tilt its nose upward, and successfully take off leaving the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle tracking shot that focuses on the spinning landing gear wheels and runway markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the aircraft soaring upward leaving two gleaming white exhaust trails against the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023290636017918587 + ], + "opposite_logprob_tokens": [ + -3.7732906341552734 + ], + "logprob_reward": -0.023290636017918587, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023290636017918587, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09144017845392227, + 0.05130048096179962, + 0.07766573876142502, + 0.093404620885849, + 0.28884413838386536, + 0.13836713135242462, + 0.05383269861340523, + 0.06316296756267548, + 0.07892268151044846, + 0.06305935978889465 + ], + "top_frames": [ + 4, + 5, + 3 + ], + "selected_reward": -0.023290636017918587 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive white airliner with a sleek fuselage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a sun-drenched runway with a cloudless blue sky and visible heat haze distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the aircraft accelerate, tilt its nose upward, and successfully take off leaving the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle tracking shot that focuses on the spinning landing gear wheels and runway markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the aircraft soaring upward leaving two gleaming white exhaust trails against the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005942178890109062 + ], + "opposite_logprob_tokens": [ + -5.130942344665527 + ], + "logprob_reward": -0.005942178890109062, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005942178890109062, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10993931442499161, + 0.06887199729681015, + 0.03321027383208275, + 0.12110629677772522, + 0.07390221208333969, + 0.07566224783658981, + 0.10177330672740936, + 0.0711657777428627, + 0.22562074661254883, + 0.11874781548976898 + ], + "top_frames": [ + 8, + 3, + 9 + ], + "selected_reward": -0.005942178890109062 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_15/index_tensor([879, 879])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_15/index_tensor([879, 879])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d6fcd232a48e82c8429ee8a9fd4478289dcde4e9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_15/index_tensor([879, 879])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The film begins with a dramatic overhead shot, the camera slowly tilting upward, closely following a young monk in spotless white, wide-sleeved Taoist robes as he ascends a seemingly endless stone staircase. His long, dark hair is tied into a high bun with an antique wooden hairpin. His face is delicate, his expression resolute and focused. His robes are made of a light and flowing material, and in the sharp mountain breeze, their sleeves flutter like crane wings. His ascent is not conventional, but rather effortless, his feet barely touching the ancient, mossy stone. Each step seems to float gracefully upward in a state of weightlessness. His movements are fluid and rhythmic, like a silent dance against verticality. He stands atop a mist-shrouded celestial mountain, its precipitous peaks reaching into the clouds. A staircase, carved directly from the mountainside, winds its way down into a thick, swirling sea of clouds, sometimes obscuring the path ahead, sometimes suddenly parting to reveal a daunting abyss below. A soft, pearly light pierces the mist, imbuing the scene with a cool, ethereal hue. The light shimmers off the damp rocks and highlights the delicate texture of the white Taoist robes. The entire painting exudes a grand, tranquil atmosphere imbued with the mystical qualities of the East, emphasizing the monk's transcendental resolve and solitary state of mind.", + "seed": 9283, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_15/index_879_seed_9283_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05732618998736143, + "vlm_logprob": -0.05732618998736143, + "vlm_yes_no_margin": 3.15, + "vlm_token_credit": -0.05732618998736143, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young monk wearing spotless white, wide-sleeved Taoist robes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the monk's long dark hair tied into a high bun with an antique wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk ascending a stone staircase carved directly from a mist-shrouded mountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the monk move with a weightless, floating motion where his feet barely touch the steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with an overhead shot and slowly tilt upward while following the monk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09003604203462601 + ], + "opposite_logprob_tokens": [ + -2.465036153793335 + ], + "logprob_reward": -0.09003604203462601, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09003604203462601, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05599549412727356, + 0.06949910521507263, + 0.11692800372838974, + 0.13928981125354767, + 0.06928635388612747, + 0.028576204553246498, + 0.11819863319396973, + 0.1182732954621315, + 0.12280795723199844, + 0.1611451953649521 + ], + "top_frames": [ + 9, + 3, + 8 + ], + "selected_reward": -0.09003604203462601 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young monk wearing spotless white, wide-sleeved Taoist robes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the monk's long dark hair tied into a high bun with an antique wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk ascending a stone staircase carved directly from a mist-shrouded mountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the monk move with a weightless, floating motion where his feet barely touch the steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with an overhead shot and slowly tilt upward while following the monk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054967496544122696 + ], + "opposite_logprob_tokens": [ + -2.9299674034118652 + ], + "logprob_reward": -0.054967496544122696, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054967496544122696, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.057968057692050934, + 0.03813258185982704, + 0.13997593522071838, + 0.13398170471191406, + 0.04475953429937363, + 0.049314964562654495, + 0.03927681967616081, + 0.12025068700313568, + 0.2230490744113922, + 0.15329064428806305 + ], + "top_frames": [ + 8, + 9, + 2 + ], + "selected_reward": -0.054967496544122696 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young monk wearing spotless white, wide-sleeved Taoist robes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the monk's long dark hair tied into a high bun with an antique wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk ascending a stone staircase carved directly from a mist-shrouded mountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the monk move with a weightless, floating motion where his feet barely touch the steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with an overhead shot and slowly tilt upward while following the monk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076385317370295525 + ], + "opposite_logprob_tokens": [ + -4.882638454437256 + ], + "logprob_reward": -0.0076385317370295525, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076385317370295525, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.064774289727211, + 0.04314815625548363, + 0.0684574767947197, + 0.12679219245910645, + 0.09690769761800766, + 0.03392372652888298, + 0.05303815007209778, + 0.07735569775104523, + 0.10402290523052216, + 0.3315797746181488 + ], + "top_frames": [ + 9, + 3, + 8 + ], + "selected_reward": -0.0076385317370295525 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young monk wearing spotless white, wide-sleeved Taoist robes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the monk's long dark hair tied into a high bun with an antique wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk ascending a stone staircase carved directly from a mist-shrouded mountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the monk move with a weightless, floating motion where his feet barely touch the steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with an overhead shot and slowly tilt upward while following the monk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370270878076553 + ], + "opposite_logprob_tokens": [ + -3.4087026119232178 + ], + "logprob_reward": -0.03370270878076553, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370270878076553, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.052381012588739395, + 0.06122786924242973, + 0.15531083941459656, + 0.24324268102645874, + 0.04317202419042587, + 0.03499985486268997, + 0.06501884758472443, + 0.11048386991024017, + 0.10158006846904755, + 0.132582888007164 + ], + "top_frames": [ + 3, + 2, + 9 + ], + "selected_reward": -0.03370270878076553 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young monk wearing spotless white, wide-sleeved Taoist robes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the monk's long dark hair tied into a high bun with an antique wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk ascending a stone staircase carved directly from a mist-shrouded mountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the monk move with a weightless, floating motion where his feet barely touch the steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with an overhead shot and slowly tilt upward while following the monk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10028617084026337 + ], + "opposite_logprob_tokens": [ + -2.3502862453460693 + ], + "logprob_reward": -0.10028617084026337, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10028617084026337, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10129844397306442, + 0.12830321490764618, + 0.06341149657964706, + 0.2429196685552597, + 0.0450095608830452, + 0.022442664951086044, + 0.04174229875206947, + 0.1769833117723465, + 0.06450304388999939, + 0.11338627338409424 + ], + "top_frames": [ + 3, + 7, + 1 + ], + "selected_reward": -0.10028617084026337 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with a dramatic overhead shot, the camera slowly tilting upward, closely following a young monk in spotless white, wide-sleeved Taoist robes as he ascends a seemingly endless stone staircase. His long, dark hair is tied into a high bun with an antique wooden hairpin. His face is delicate, his expression resolute and focused. His robes are made of a light and flowing material, and in the sharp mountain breeze, their sleeves flutter like crane wings. His ascent is not conventional, but rather effortless, his feet barely touching the ancient, mossy stone. Each step seems to float gracefully upward in a state of weightlessness. His movements are fluid and rhythmic, like a silent dance against verticality. He stands atop a mist-shrouded celestial mountain, its precipitous peaks reaching into the clouds. A staircase, carved directly from the mountainside, winds its way down into a thick, swirling sea of clouds, sometimes obscuring the path ahead, sometimes suddenly parting to reveal a daunting abyss below. A soft, pearly light pierces the mist, imbuing the scene with a cool, ethereal hue. The light shimmers off the damp rocks and highlights the delicate texture of the white Taoist robes. The entire painting exudes a grand, tranquil atmosphere imbued with the mystical qualities of the East, emphasizing the monk's transcendental resolve and solitary state of mind.", + "seed": 9284, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_15/index_879_seed_9284_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04699598178267479, + "vlm_logprob": -0.04699598178267479, + "vlm_yes_no_margin": 3.475, + "vlm_token_credit": -0.04699598178267479, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young monk wearing spotless white, wide-sleeved Taoist robes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the monk's long dark hair tied into a high bun with an antique wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk ascending a stone staircase carved directly from a mist-shrouded mountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the monk move with a weightless, floating motion where his feet barely touch the steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with an overhead shot and slowly tilt upward while following the monk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10144234448671341 + ], + "opposite_logprob_tokens": [ + -2.351442337036133 + ], + "logprob_reward": -0.10144234448671341, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10144234448671341, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06067626178264618, + 0.12331922352313995, + 0.21050548553466797, + 0.07584185153245926, + 0.037310875952243805, + 0.23116111755371094, + 0.02136724442243576, + 0.11384894698858261, + 0.06946858018636703, + 0.05650037154555321 + ], + "top_frames": [ + 5, + 2, + 1 + ], + "selected_reward": -0.10144234448671341 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young monk wearing spotless white, wide-sleeved Taoist robes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the monk's long dark hair tied into a high bun with an antique wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk ascending a stone staircase carved directly from a mist-shrouded mountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the monk move with a weightless, floating motion where his feet barely touch the steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with an overhead shot and slowly tilt upward while following the monk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06206374615430832 + ], + "opposite_logprob_tokens": [ + -2.812063694000244 + ], + "logprob_reward": -0.06206374615430832, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06206374615430832, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2616423964500427, + 0.053771860897541046, + 0.130449578166008, + 0.07927744090557098, + 0.0409804992377758, + 0.061185095459222794, + 0.08591055870056152, + 0.11548159271478653, + 0.0745801031589508, + 0.09672088176012039 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.06206374615430832 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young monk wearing spotless white, wide-sleeved Taoist robes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the monk's long dark hair tied into a high bun with an antique wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk ascending a stone staircase carved directly from a mist-shrouded mountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the monk move with a weightless, floating motion where his feet barely touch the steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with an overhead shot and slowly tilt upward while following the monk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046443212777376175 + ], + "opposite_logprob_tokens": [ + -5.379644393920898 + ], + "logprob_reward": -0.0046443212777376175, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046443212777376175, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05729430541396141, + 0.12142881006002426, + 0.03546071797609329, + 0.052998822182416916, + 0.06987437605857849, + 0.16379237174987793, + 0.05013972893357277, + 0.26188185811042786, + 0.0696040540933609, + 0.11752495914697647 + ], + "top_frames": [ + 7, + 5, + 1 + ], + "selected_reward": -0.0046443212777376175 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young monk wearing spotless white, wide-sleeved Taoist robes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the monk's long dark hair tied into a high bun with an antique wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk ascending a stone staircase carved directly from a mist-shrouded mountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the monk move with a weightless, floating motion where his feet barely touch the steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with an overhead shot and slowly tilt upward while following the monk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018187889829277992 + ], + "opposite_logprob_tokens": [ + -4.018187999725342 + ], + "logprob_reward": -0.018187889829277992, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018187889829277992, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09131500869989395, + 0.028006844222545624, + 0.0558229461312294, + 0.07718566060066223, + 0.020395446568727493, + 0.20086164772510529, + 0.20232008397579193, + 0.0431191585958004, + 0.20677906274795532, + 0.07419412583112717 + ], + "top_frames": [ + 8, + 6, + 5 + ], + "selected_reward": -0.018187889829277992 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young monk wearing spotless white, wide-sleeved Taoist robes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the monk's long dark hair tied into a high bun with an antique wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk ascending a stone staircase carved directly from a mist-shrouded mountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the monk move with a weightless, floating motion where his feet barely touch the steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with an overhead shot and slowly tilt upward while following the monk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864160716533661 + ], + "opposite_logprob_tokens": [ + -3.0486416816711426 + ], + "logprob_reward": -0.04864160716533661, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864160716533661, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3411927819252014, + 0.10059864073991776, + 0.22671502828598022, + 0.022415541112422943, + 0.019776418805122375, + 0.01425531692802906, + 0.08524588495492935, + 0.04180210083723068, + 0.08444415777921677, + 0.06355413049459457 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.04864160716533661 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with a dramatic overhead shot, the camera slowly tilting upward, closely following a young monk in spotless white, wide-sleeved Taoist robes as he ascends a seemingly endless stone staircase. His long, dark hair is tied into a high bun with an antique wooden hairpin. His face is delicate, his expression resolute and focused. His robes are made of a light and flowing material, and in the sharp mountain breeze, their sleeves flutter like crane wings. His ascent is not conventional, but rather effortless, his feet barely touching the ancient, mossy stone. Each step seems to float gracefully upward in a state of weightlessness. His movements are fluid and rhythmic, like a silent dance against verticality. He stands atop a mist-shrouded celestial mountain, its precipitous peaks reaching into the clouds. A staircase, carved directly from the mountainside, winds its way down into a thick, swirling sea of clouds, sometimes obscuring the path ahead, sometimes suddenly parting to reveal a daunting abyss below. A soft, pearly light pierces the mist, imbuing the scene with a cool, ethereal hue. The light shimmers off the damp rocks and highlights the delicate texture of the white Taoist robes. The entire painting exudes a grand, tranquil atmosphere imbued with the mystical qualities of the East, emphasizing the monk's transcendental resolve and solitary state of mind.", + "seed": 9285, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_15/index_879_seed_9285_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.11610080441460013, + "vlm_logprob": -0.11610080441460013, + "vlm_yes_no_margin": 2.975, + "vlm_token_credit": -0.11610080441460013, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young monk wearing spotless white, wide-sleeved Taoist robes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the monk's long dark hair tied into a high bun with an antique wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk ascending a stone staircase carved directly from a mist-shrouded mountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the monk move with a weightless, floating motion where his feet barely touch the steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with an overhead shot and slowly tilt upward while following the monk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.063330739736557 + ], + "opposite_logprob_tokens": [ + -2.81333065032959 + ], + "logprob_reward": -0.063330739736557, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.063330739736557, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2211049497127533, + 0.10361631959676743, + 0.046074531972408295, + 0.05735567584633827, + 0.1267692893743515, + 0.04751485213637352, + 0.18417079746723175, + 0.09032116085290909, + 0.03967069089412689, + 0.08340171724557877 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.063330739736557 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young monk wearing spotless white, wide-sleeved Taoist robes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the monk's long dark hair tied into a high bun with an antique wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk ascending a stone staircase carved directly from a mist-shrouded mountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the monk move with a weightless, floating motion where his feet barely touch the steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with an overhead shot and slowly tilt upward while following the monk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866749420762062 + ], + "opposite_logprob_tokens": [ + -3.0486674308776855 + ], + "logprob_reward": -0.04866749420762062, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866749420762062, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2440919280052185, + 0.16621142625808716, + 0.04024074226617813, + 0.09713761508464813, + 0.09518130123615265, + 0.037994109094142914, + 0.11327437311410904, + 0.05929816514253616, + 0.0601220540702343, + 0.08644824475049973 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.04866749420762062 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young monk wearing spotless white, wide-sleeved Taoist robes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the monk's long dark hair tied into a high bun with an antique wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk ascending a stone staircase carved directly from a mist-shrouded mountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the monk move with a weightless, floating motion where his feet barely touch the steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with an overhead shot and slowly tilt upward while following the monk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005954384338110685 + ], + "opposite_logprob_tokens": [ + -5.130954265594482 + ], + "logprob_reward": -0.005954384338110685, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005954384338110685, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08020840585231781, + 0.09731675684452057, + 0.08932001888751984, + 0.03264128416776657, + 0.07393304258584976, + 0.19364191591739655, + 0.19498905539512634, + 0.06909704953432083, + 0.07046224176883698, + 0.09839028120040894 + ], + "top_frames": [ + 6, + 5, + 9 + ], + "selected_reward": -0.005954384338110685 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young monk wearing spotless white, wide-sleeved Taoist robes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the monk's long dark hair tied into a high bun with an antique wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk ascending a stone staircase carved directly from a mist-shrouded mountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the monk move with a weightless, floating motion where his feet barely touch the steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with an overhead shot and slowly tilt upward while following the monk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369982913136482 + ], + "opposite_logprob_tokens": [ + -3.4086997509002686 + ], + "logprob_reward": -0.03369982913136482, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369982913136482, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09258826076984406, + 0.062006864696741104, + 0.03386648744344711, + 0.059061095118522644, + 0.04262480139732361, + 0.06632277369499207, + 0.0730891078710556, + 0.09537893533706665, + 0.12593525648117065, + 0.3491264283657074 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.03369982913136482 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young monk wearing spotless white, wide-sleeved Taoist robes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the monk's long dark hair tied into a high bun with an antique wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk ascending a stone staircase carved directly from a mist-shrouded mountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the monk move with a weightless, floating motion where his feet barely touch the steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with an overhead shot and slowly tilt upward while following the monk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42885157465934753 + ], + "opposite_logprob_tokens": [ + -1.05385160446167 + ], + "logprob_reward": -0.42885157465934753, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.42885157465934753, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22282952070236206, + 0.12081338465213776, + 0.11616093665361404, + 0.04731295257806778, + 0.05859620124101639, + 0.05934484675526619, + 0.08545384556055069, + 0.06023592874407768, + 0.08847065269947052, + 0.1407817304134369 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.42885157465934753 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with a dramatic overhead shot, the camera slowly tilting upward, closely following a young monk in spotless white, wide-sleeved Taoist robes as he ascends a seemingly endless stone staircase. His long, dark hair is tied into a high bun with an antique wooden hairpin. His face is delicate, his expression resolute and focused. His robes are made of a light and flowing material, and in the sharp mountain breeze, their sleeves flutter like crane wings. His ascent is not conventional, but rather effortless, his feet barely touching the ancient, mossy stone. Each step seems to float gracefully upward in a state of weightlessness. His movements are fluid and rhythmic, like a silent dance against verticality. He stands atop a mist-shrouded celestial mountain, its precipitous peaks reaching into the clouds. A staircase, carved directly from the mountainside, winds its way down into a thick, swirling sea of clouds, sometimes obscuring the path ahead, sometimes suddenly parting to reveal a daunting abyss below. A soft, pearly light pierces the mist, imbuing the scene with a cool, ethereal hue. The light shimmers off the damp rocks and highlights the delicate texture of the white Taoist robes. The entire painting exudes a grand, tranquil atmosphere imbued with the mystical qualities of the East, emphasizing the monk's transcendental resolve and solitary state of mind.", + "seed": 9286, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_15/index_879_seed_9286_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07446266822516918, + "vlm_logprob": -0.07446266822516918, + "vlm_yes_no_margin": 2.825, + "vlm_token_credit": -0.07446266822516918, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young monk wearing spotless white, wide-sleeved Taoist robes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the monk's long dark hair tied into a high bun with an antique wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk ascending a stone staircase carved directly from a mist-shrouded mountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the monk move with a weightless, floating motion where his feet barely touch the steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with an overhead shot and slowly tilt upward while following the monk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07276816666126251 + ], + "opposite_logprob_tokens": [ + -2.697768211364746 + ], + "logprob_reward": -0.07276816666126251, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07276816666126251, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09813061356544495, + 0.06238953769207001, + 0.21028730273246765, + 0.11092833429574966, + 0.11221009492874146, + 0.1395801156759262, + 0.02582004852592945, + 0.06943335384130478, + 0.11316486448049545, + 0.058055683970451355 + ], + "top_frames": [ + 2, + 5, + 8 + ], + "selected_reward": -0.07276816666126251 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young monk wearing spotless white, wide-sleeved Taoist robes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the monk's long dark hair tied into a high bun with an antique wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk ascending a stone staircase carved directly from a mist-shrouded mountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the monk move with a weightless, floating motion where his feet barely touch the steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with an overhead shot and slowly tilt upward while following the monk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054974380880594254 + ], + "opposite_logprob_tokens": [ + -2.929974317550659 + ], + "logprob_reward": -0.054974380880594254, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054974380880594254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11230292916297913, + 0.09367753565311432, + 0.07865245640277863, + 0.11686896532773972, + 0.0656420961022377, + 0.08461873978376389, + 0.06655482947826385, + 0.20580299198627472, + 0.07758183777332306, + 0.0982976034283638 + ], + "top_frames": [ + 7, + 3, + 0 + ], + "selected_reward": -0.054974380880594254 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young monk wearing spotless white, wide-sleeved Taoist robes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the monk's long dark hair tied into a high bun with an antique wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk ascending a stone staircase carved directly from a mist-shrouded mountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the monk move with a weightless, floating motion where his feet barely touch the steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with an overhead shot and slowly tilt upward while following the monk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014207640662789345 + ], + "opposite_logprob_tokens": [ + -4.26420783996582 + ], + "logprob_reward": -0.014207640662789345, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014207640662789345, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21148867905139923, + 0.09994291514158249, + 0.07070299983024597, + 0.05250556766986847, + 0.18293428421020508, + 0.07268831878900528, + 0.04629788547754288, + 0.14148055016994476, + 0.07230746001005173, + 0.04965125024318695 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.014207640662789345 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young monk wearing spotless white, wide-sleeved Taoist robes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the monk's long dark hair tied into a high bun with an antique wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk ascending a stone staircase carved directly from a mist-shrouded mountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the monk move with a weightless, floating motion where his feet barely touch the steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with an overhead shot and slowly tilt upward while following the monk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002470642328262 + ], + "opposite_logprob_tokens": [ + -2.6950247287750244 + ], + "logprob_reward": -0.07002470642328262, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002470642328262, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05391929671168327, + 0.04190022125840187, + 0.10684119164943695, + 0.1061367467045784, + 0.08747769147157669, + 0.11478153616189957, + 0.1108020544052124, + 0.07297481596469879, + 0.07107596099376678, + 0.23409046232700348 + ], + "top_frames": [ + 9, + 5, + 6 + ], + "selected_reward": -0.07002470642328262 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young monk wearing spotless white, wide-sleeved Taoist robes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the monk's long dark hair tied into a high bun with an antique wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk ascending a stone staircase carved directly from a mist-shrouded mountain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the monk move with a weightless, floating motion where his feet barely touch the steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with an overhead shot and slowly tilt upward while following the monk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16033844649791718 + ], + "opposite_logprob_tokens": [ + -1.9103384017944336 + ], + "logprob_reward": -0.16033844649791718, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16033844649791718, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25811901688575745, + 0.0520903654396534, + 0.10309186577796936, + 0.05135543271899223, + 0.11635195463895798, + 0.0858231708407402, + 0.1008671298623085, + 0.08018091320991516, + 0.052314698696136475, + 0.09980538487434387 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.16033844649791718 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_2/index_tensor([3524, 3524])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_2/index_tensor([3524, 3524])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..3d06bae4e734479f69c067202f96dace31ed875d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_2/index_tensor([3524, 3524])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extremely wide shot, employing a slow, almost imperceptible zoom, captures the epic scale of a massive supercell thunderstorm, dominating a desolate, wind-swept landscape beneath a dark night sky. At the heart of the storm lies a vast, highly stylized vortex of roiling clouds, rendered in a dramatic fantasy concept art style with painterly textures of bruised indigo and deep charcoal gray. Its vast structure spirals inexorably into the sky, the edges of the roiling cloud masses both distinct and dissolving into wispy, ethereal tendrils. The entire catastrophic formation is illuminated not by the sun but by a shimmering, multicolored aurora, which threads through and around it like a celestial serpent. Streamers of emerald green, sapphire blue, and vibrant magenta ripple and dance across the cloud surface, casting long, dynamic shadows and revealing the raw, magical power within. Silent, spidery internal sheet lightning intermittently pulses from the storm's dark center, briefly illuminating the dense, seething structure. Slow and steady amplification continuously intensifies the storm's overwhelming impact on the vastness of the universe, creating a profound atmosphere of awe, drama, and the untamed power of magic.", + "seed": 12972, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_2/index_3524_seed_12972_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.026783601846545935, + "vlm_logprob": -0.026783601846545935, + "vlm_yes_no_margin": 4.45, + "vlm_token_credit": -0.026783601846545935, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extremely wide shot showing a desolate, wind-swept landscape beneath a dark night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the storm rendered in a dramatic fantasy concept art style with painterly textures of bruised indigo and deep charcoal gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the storm illuminated by a shimmering, multicolored aurora featuring streamers of emerald green, sapphire blue, and vibrant magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are silent, spidery internal sheet lightning pulses visible intermittently within the storm's dark center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera employ a slow, almost imperceptible zoom to amplify the storm's scale?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0384286530315876 + ], + "opposite_logprob_tokens": [ + -3.288428544998169 + ], + "logprob_reward": -0.0384286530315876, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.0384286530315876, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16170677542686462, + 0.036086179316043854, + 0.09208393841981888, + 0.08145049959421158, + 0.035442616790533066, + 0.051659487187862396, + 0.02325735054910183, + 0.14564137160778046, + 0.31768351793289185, + 0.05498824268579483 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.0384286530315876 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extremely wide shot showing a desolate, wind-swept landscape beneath a dark night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the storm rendered in a dramatic fantasy concept art style with painterly textures of bruised indigo and deep charcoal gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the storm illuminated by a shimmering, multicolored aurora featuring streamers of emerald green, sapphire blue, and vibrant magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are silent, spidery internal sheet lightning pulses visible intermittently within the storm's dark center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera employ a slow, almost imperceptible zoom to amplify the storm's scale?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002493369858711958 + ], + "opposite_logprob_tokens": [ + -6.002493381500244 + ], + "logprob_reward": -0.002493369858711958, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002493369858711958, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2627478241920471, + 0.07953061908483505, + 0.043691929429769516, + 0.10181702673435211, + 0.06448768824338913, + 0.09108203649520874, + 0.11886172741651535, + 0.0817013829946518, + 0.07758226245641708, + 0.07849752902984619 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.002493369858711958 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extremely wide shot showing a desolate, wind-swept landscape beneath a dark night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the storm rendered in a dramatic fantasy concept art style with painterly textures of bruised indigo and deep charcoal gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the storm illuminated by a shimmering, multicolored aurora featuring streamers of emerald green, sapphire blue, and vibrant magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are silent, spidery internal sheet lightning pulses visible intermittently within the storm's dark center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera employ a slow, almost imperceptible zoom to amplify the storm's scale?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011817384511232376 + ], + "opposite_logprob_tokens": [ + -6.751181602478027 + ], + "logprob_reward": -0.0011817384511232376, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011817384511232376, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17259173095226288, + 0.06609448045492172, + 0.11111177504062653, + 0.046552736312150955, + 0.09580231457948685, + 0.14596714079380035, + 0.039755549281835556, + 0.07944626361131668, + 0.15403030812740326, + 0.08864771574735641 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.0011817384511232376 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extremely wide shot showing a desolate, wind-swept landscape beneath a dark night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the storm rendered in a dramatic fantasy concept art style with painterly textures of bruised indigo and deep charcoal gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the storm illuminated by a shimmering, multicolored aurora featuring streamers of emerald green, sapphire blue, and vibrant magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are silent, spidery internal sheet lightning pulses visible intermittently within the storm's dark center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera employ a slow, almost imperceptible zoom to amplify the storm's scale?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029791956767439842 + ], + "opposite_logprob_tokens": [ + -3.529792070388794 + ], + "logprob_reward": -0.029791956767439842, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029791956767439842, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1408074051141739, + 0.06606827676296234, + 0.08481631428003311, + 0.048703037202358246, + 0.050612207502126694, + 0.03523533418774605, + 0.06418614089488983, + 0.1741967648267746, + 0.29471540451049805, + 0.04065915569663048 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.029791956767439842 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extremely wide shot showing a desolate, wind-swept landscape beneath a dark night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the storm rendered in a dramatic fantasy concept art style with painterly textures of bruised indigo and deep charcoal gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the storm illuminated by a shimmering, multicolored aurora featuring streamers of emerald green, sapphire blue, and vibrant magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are silent, spidery internal sheet lightning pulses visible intermittently within the storm's dark center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera employ a slow, almost imperceptible zoom to amplify the storm's scale?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062022291123867035 + ], + "opposite_logprob_tokens": [ + -2.8120222091674805 + ], + "logprob_reward": -0.062022291123867035, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062022291123867035, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09165901690721512, + 0.03534183278679848, + 0.025599855929613113, + 0.07152827084064484, + 0.04701515659689903, + 0.01578690856695175, + 0.08300426602363586, + 0.5371454358100891, + 0.05856704339385033, + 0.03435218706727028 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.062022291123867035 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extremely wide shot, employing a slow, almost imperceptible zoom, captures the epic scale of a massive supercell thunderstorm, dominating a desolate, wind-swept landscape beneath a dark night sky. At the heart of the storm lies a vast, highly stylized vortex of roiling clouds, rendered in a dramatic fantasy concept art style with painterly textures of bruised indigo and deep charcoal gray. Its vast structure spirals inexorably into the sky, the edges of the roiling cloud masses both distinct and dissolving into wispy, ethereal tendrils. The entire catastrophic formation is illuminated not by the sun but by a shimmering, multicolored aurora, which threads through and around it like a celestial serpent. Streamers of emerald green, sapphire blue, and vibrant magenta ripple and dance across the cloud surface, casting long, dynamic shadows and revealing the raw, magical power within. Silent, spidery internal sheet lightning intermittently pulses from the storm's dark center, briefly illuminating the dense, seething structure. Slow and steady amplification continuously intensifies the storm's overwhelming impact on the vastness of the universe, creating a profound atmosphere of awe, drama, and the untamed power of magic.", + "seed": 12973, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_2/index_3524_seed_12973_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.22269572622608394, + "vlm_logprob": -0.22269572622608394, + "vlm_yes_no_margin": 3.2250000059604647, + "vlm_token_credit": -0.22269572622608394, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extremely wide shot showing a desolate, wind-swept landscape beneath a dark night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the storm rendered in a dramatic fantasy concept art style with painterly textures of bruised indigo and deep charcoal gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the storm illuminated by a shimmering, multicolored aurora featuring streamers of emerald green, sapphire blue, and vibrant magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are silent, spidery internal sheet lightning pulses visible intermittently within the storm's dark center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera employ a slow, almost imperceptible zoom to amplify the storm's scale?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9748430252075195 + ], + "opposite_logprob_tokens": [ + -0.4748430550098419 + ], + "logprob_reward": -0.9748430252075195, + "yes_no_margin_reward": -0.4999999701976776, + "token_credit_reward": -0.9748430252075195, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11034999787807465, + 0.07578889280557632, + 0.014713254757225513, + 0.030030783265829086, + 0.04243757575750351, + 0.0864829272031784, + 0.011997997760772705, + 0.06770069152116776, + 0.5028882622718811, + 0.057609569281339645 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.9748430252075195 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extremely wide shot showing a desolate, wind-swept landscape beneath a dark night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the storm rendered in a dramatic fantasy concept art style with painterly textures of bruised indigo and deep charcoal gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the storm illuminated by a shimmering, multicolored aurora featuring streamers of emerald green, sapphire blue, and vibrant magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are silent, spidery internal sheet lightning pulses visible intermittently within the storm's dark center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera employ a slow, almost imperceptible zoom to amplify the storm's scale?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009792503900825977 + ], + "opposite_logprob_tokens": [ + -4.634792327880859 + ], + "logprob_reward": -0.009792503900825977, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009792503900825977, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22715488076210022, + 0.07488398253917694, + 0.03436167910695076, + 0.052620358765125275, + 0.06742534786462784, + 0.046121746301651, + 0.019742947071790695, + 0.06792733818292618, + 0.3086276054382324, + 0.10113406181335449 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.009792503900825977 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extremely wide shot showing a desolate, wind-swept landscape beneath a dark night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the storm rendered in a dramatic fantasy concept art style with painterly textures of bruised indigo and deep charcoal gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the storm illuminated by a shimmering, multicolored aurora featuring streamers of emerald green, sapphire blue, and vibrant magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are silent, spidery internal sheet lightning pulses visible intermittently within the storm's dark center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera employ a slow, almost imperceptible zoom to amplify the storm's scale?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017175221582874656 + ], + "opposite_logprob_tokens": [ + -6.376717567443848 + ], + "logprob_reward": -0.0017175221582874656, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017175221582874656, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2407441884279251, + 0.051586929708719254, + 0.035401251167058945, + 0.0420682318508625, + 0.0646279826760292, + 0.050255872309207916, + 0.017869533970952034, + 0.04703281447291374, + 0.37700513005256653, + 0.07340799272060394 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.0017175221582874656 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extremely wide shot showing a desolate, wind-swept landscape beneath a dark night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the storm rendered in a dramatic fantasy concept art style with painterly textures of bruised indigo and deep charcoal gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the storm illuminated by a shimmering, multicolored aurora featuring streamers of emerald green, sapphire blue, and vibrant magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are silent, spidery internal sheet lightning pulses visible intermittently within the storm's dark center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera employ a slow, almost imperceptible zoom to amplify the storm's scale?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810051456093788 + ], + "opposite_logprob_tokens": [ + -3.288100481033325 + ], + "logprob_reward": -0.03810051456093788, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810051456093788, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14851747453212738, + 0.10877013206481934, + 0.038227155804634094, + 0.07728610932826996, + 0.09451369941234589, + 0.089800626039505, + 0.03800657391548157, + 0.03688833862543106, + 0.23970040678977966, + 0.12828946113586426 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.03810051456093788 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extremely wide shot showing a desolate, wind-swept landscape beneath a dark night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the storm rendered in a dramatic fantasy concept art style with painterly textures of bruised indigo and deep charcoal gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the storm illuminated by a shimmering, multicolored aurora featuring streamers of emerald green, sapphire blue, and vibrant magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are silent, spidery internal sheet lightning pulses visible intermittently within the storm's dark center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera employ a slow, almost imperceptible zoom to amplify the storm's scale?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08902506530284882 + ], + "opposite_logprob_tokens": [ + -2.4640250205993652 + ], + "logprob_reward": -0.08902506530284882, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08902506530284882, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11346572637557983, + 0.08131801337003708, + 0.03184378519654274, + 0.047997184097766876, + 0.04868617281317711, + 0.10513904690742493, + 0.06987728923559189, + 0.11633830517530441, + 0.30380746722221375, + 0.081526979804039 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.08902506530284882 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extremely wide shot, employing a slow, almost imperceptible zoom, captures the epic scale of a massive supercell thunderstorm, dominating a desolate, wind-swept landscape beneath a dark night sky. At the heart of the storm lies a vast, highly stylized vortex of roiling clouds, rendered in a dramatic fantasy concept art style with painterly textures of bruised indigo and deep charcoal gray. Its vast structure spirals inexorably into the sky, the edges of the roiling cloud masses both distinct and dissolving into wispy, ethereal tendrils. The entire catastrophic formation is illuminated not by the sun but by a shimmering, multicolored aurora, which threads through and around it like a celestial serpent. Streamers of emerald green, sapphire blue, and vibrant magenta ripple and dance across the cloud surface, casting long, dynamic shadows and revealing the raw, magical power within. Silent, spidery internal sheet lightning intermittently pulses from the storm's dark center, briefly illuminating the dense, seething structure. Slow and steady amplification continuously intensifies the storm's overwhelming impact on the vastness of the universe, creating a profound atmosphere of awe, drama, and the untamed power of magic.", + "seed": 12974, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_2/index_3524_seed_12974_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0298375952988863, + "vlm_logprob": -0.0298375952988863, + "vlm_yes_no_margin": 4.525, + "vlm_token_credit": -0.0298375952988863, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extremely wide shot showing a desolate, wind-swept landscape beneath a dark night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the storm rendered in a dramatic fantasy concept art style with painterly textures of bruised indigo and deep charcoal gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the storm illuminated by a shimmering, multicolored aurora featuring streamers of emerald green, sapphire blue, and vibrant magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are silent, spidery internal sheet lightning pulses visible intermittently within the storm's dark center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera employ a slow, almost imperceptible zoom to amplify the storm's scale?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03403482958674431 + ], + "opposite_logprob_tokens": [ + -3.4090347290039062 + ], + "logprob_reward": -0.03403482958674431, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03403482958674431, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02108883298933506, + 0.011925348080694675, + 0.01202377025038004, + 0.012600432150065899, + 0.00950775295495987, + 0.004114752635359764, + 0.016457056626677513, + 0.01734628714621067, + 0.020281590521335602, + 0.874654233455658 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.03403482958674431 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extremely wide shot showing a desolate, wind-swept landscape beneath a dark night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the storm rendered in a dramatic fantasy concept art style with painterly textures of bruised indigo and deep charcoal gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the storm illuminated by a shimmering, multicolored aurora featuring streamers of emerald green, sapphire blue, and vibrant magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are silent, spidery internal sheet lightning pulses visible intermittently within the storm's dark center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera employ a slow, almost imperceptible zoom to amplify the storm's scale?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015168600948527455 + ], + "opposite_logprob_tokens": [ + -6.501516819000244 + ], + "logprob_reward": -0.0015168600948527455, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015168600948527455, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.027568768709897995, + 0.012252049520611763, + 0.010455683805048466, + 0.015328994020819664, + 0.023606812581419945, + 0.0072174291126430035, + 0.02178933098912239, + 0.007759330328553915, + 0.013479571789503098, + 0.8605420589447021 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.0015168600948527455 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extremely wide shot showing a desolate, wind-swept landscape beneath a dark night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the storm rendered in a dramatic fantasy concept art style with painterly textures of bruised indigo and deep charcoal gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the storm illuminated by a shimmering, multicolored aurora featuring streamers of emerald green, sapphire blue, and vibrant magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are silent, spidery internal sheet lightning pulses visible intermittently within the storm's dark center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera employ a slow, almost imperceptible zoom to amplify the storm's scale?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013384203193709254 + ], + "opposite_logprob_tokens": [ + -6.626338481903076 + ], + "logprob_reward": -0.0013384203193709254, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013384203193709254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04233308136463165, + 0.02519214153289795, + 0.03364691883325577, + 0.03934875503182411, + 0.023415541276335716, + 0.017388420179486275, + 0.031074196100234985, + 0.028621723875403404, + 0.034017179161310196, + 0.724962055683136 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.0013384203193709254 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extremely wide shot showing a desolate, wind-swept landscape beneath a dark night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the storm rendered in a dramatic fantasy concept art style with painterly textures of bruised indigo and deep charcoal gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the storm illuminated by a shimmering, multicolored aurora featuring streamers of emerald green, sapphire blue, and vibrant magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are silent, spidery internal sheet lightning pulses visible intermittently within the storm's dark center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera employ a slow, almost imperceptible zoom to amplify the storm's scale?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02328108623623848 + ], + "opposite_logprob_tokens": [ + -3.7732810974121094 + ], + "logprob_reward": -0.02328108623623848, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02328108623623848, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17281395196914673, + 0.05768967047333717, + 0.08441799134016037, + 0.07604480534791946, + 0.05200048163533211, + 0.04996548965573311, + 0.11310332268476486, + 0.13891005516052246, + 0.08946030586957932, + 0.16559389233589172 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.02328108623623848 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extremely wide shot showing a desolate, wind-swept landscape beneath a dark night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the storm rendered in a dramatic fantasy concept art style with painterly textures of bruised indigo and deep charcoal gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the storm illuminated by a shimmering, multicolored aurora featuring streamers of emerald green, sapphire blue, and vibrant magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are silent, spidery internal sheet lightning pulses visible intermittently within the storm's dark center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera employ a slow, almost imperceptible zoom to amplify the storm's scale?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08901678025722504 + ], + "opposite_logprob_tokens": [ + -2.4640166759490967 + ], + "logprob_reward": -0.08901678025722504, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08901678025722504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05315576493740082, + 0.038310084491968155, + 0.10789060592651367, + 0.05289999023079872, + 0.06774796545505524, + 0.048418667167425156, + 0.1303502768278122, + 0.045375481247901917, + 0.06758453696966171, + 0.3882666230201721 + ], + "top_frames": [ + 9, + 6, + 2 + ], + "selected_reward": -0.08901678025722504 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extremely wide shot, employing a slow, almost imperceptible zoom, captures the epic scale of a massive supercell thunderstorm, dominating a desolate, wind-swept landscape beneath a dark night sky. At the heart of the storm lies a vast, highly stylized vortex of roiling clouds, rendered in a dramatic fantasy concept art style with painterly textures of bruised indigo and deep charcoal gray. Its vast structure spirals inexorably into the sky, the edges of the roiling cloud masses both distinct and dissolving into wispy, ethereal tendrils. The entire catastrophic formation is illuminated not by the sun but by a shimmering, multicolored aurora, which threads through and around it like a celestial serpent. Streamers of emerald green, sapphire blue, and vibrant magenta ripple and dance across the cloud surface, casting long, dynamic shadows and revealing the raw, magical power within. Silent, spidery internal sheet lightning intermittently pulses from the storm's dark center, briefly illuminating the dense, seething structure. Slow and steady amplification continuously intensifies the storm's overwhelming impact on the vastness of the universe, creating a profound atmosphere of awe, drama, and the untamed power of magic.", + "seed": 12975, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_2/index_3524_seed_12975_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06723731354577467, + "vlm_logprob": -0.06723731354577467, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.06723731354577467, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extremely wide shot showing a desolate, wind-swept landscape beneath a dark night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the storm rendered in a dramatic fantasy concept art style with painterly textures of bruised indigo and deep charcoal gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the storm illuminated by a shimmering, multicolored aurora featuring streamers of emerald green, sapphire blue, and vibrant magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are silent, spidery internal sheet lightning pulses visible intermittently within the storm's dark center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera employ a slow, almost imperceptible zoom to amplify the storm's scale?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22633716464042664 + ], + "opposite_logprob_tokens": [ + -1.601337194442749 + ], + "logprob_reward": -0.22633716464042664, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22633716464042664, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15415048599243164, + 0.06366605311632156, + 0.11012031137943268, + 0.11046432703733444, + 0.06193248927593231, + 0.06167636439204216, + 0.08987149596214294, + 0.022166062146425247, + 0.033442720770835876, + 0.2925097644329071 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.22633716464042664 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extremely wide shot showing a desolate, wind-swept landscape beneath a dark night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the storm rendered in a dramatic fantasy concept art style with painterly textures of bruised indigo and deep charcoal gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the storm illuminated by a shimmering, multicolored aurora featuring streamers of emerald green, sapphire blue, and vibrant magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are silent, spidery internal sheet lightning pulses visible intermittently within the storm's dark center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera employ a slow, almost imperceptible zoom to amplify the storm's scale?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036219253670424223 + ], + "opposite_logprob_tokens": [ + -5.628622055053711 + ], + "logprob_reward": -0.0036219253670424223, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036219253670424223, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2107880562543869, + 0.15583975613117218, + 0.1382743865251541, + 0.06963466852903366, + 0.08319562673568726, + 0.08958398550748825, + 0.04130958393216133, + 0.058166760951280594, + 0.06819026172161102, + 0.08501693606376648 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.0036219253670424223 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extremely wide shot showing a desolate, wind-swept landscape beneath a dark night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the storm rendered in a dramatic fantasy concept art style with painterly textures of bruised indigo and deep charcoal gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the storm illuminated by a shimmering, multicolored aurora featuring streamers of emerald green, sapphire blue, and vibrant magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are silent, spidery internal sheet lightning pulses visible intermittently within the storm's dark center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera employ a slow, almost imperceptible zoom to amplify the storm's scale?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009217780898325145 + ], + "opposite_logprob_tokens": [ + -7.000921726226807 + ], + "logprob_reward": -0.0009217780898325145, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009217780898325145, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15493717789649963, + 0.14468152821063995, + 0.132891446352005, + 0.1057191863656044, + 0.09570875018835068, + 0.08905412256717682, + 0.06460732221603394, + 0.09992790222167969, + 0.028325702995061874, + 0.08414685726165771 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.0009217780898325145 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extremely wide shot showing a desolate, wind-swept landscape beneath a dark night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the storm rendered in a dramatic fantasy concept art style with painterly textures of bruised indigo and deep charcoal gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the storm illuminated by a shimmering, multicolored aurora featuring streamers of emerald green, sapphire blue, and vibrant magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are silent, spidery internal sheet lightning pulses visible intermittently within the storm's dark center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera employ a slow, almost imperceptible zoom to amplify the storm's scale?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026344453915953636 + ], + "opposite_logprob_tokens": [ + -3.6513445377349854 + ], + "logprob_reward": -0.026344453915953636, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026344453915953636, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2269662767648697, + 0.13244414329528809, + 0.12029872089624405, + 0.09212358295917511, + 0.07784554362297058, + 0.05158505588769913, + 0.08554499596357346, + 0.07992494851350784, + 0.05490192770957947, + 0.07836480438709259 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.026344453915953636 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extremely wide shot showing a desolate, wind-swept landscape beneath a dark night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the storm rendered in a dramatic fantasy concept art style with painterly textures of bruised indigo and deep charcoal gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the storm illuminated by a shimmering, multicolored aurora featuring streamers of emerald green, sapphire blue, and vibrant magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are silent, spidery internal sheet lightning pulses visible intermittently within the storm's dark center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera employ a slow, almost imperceptible zoom to amplify the storm's scale?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07896124571561813 + ], + "opposite_logprob_tokens": [ + -2.578961133956909 + ], + "logprob_reward": -0.07896124571561813, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07896124571561813, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15021073818206787, + 0.17366912961006165, + 0.10495626926422119, + 0.131856307387352, + 0.07284727692604065, + 0.08236014097929001, + 0.07337852567434311, + 0.051044221967458725, + 0.03813657909631729, + 0.12154082208871841 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.07896124571561813 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_3/index_tensor([6792, 6792])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_3/index_tensor([6792, 6792])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ea177a76956840f4d47a2123c1122af9bd0bee9b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_3/index_tensor([6792, 6792])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a breathtaking anime aesthetic, a panoramic aerial wide shot, captured at a crisp high frame rate, slowly pans across a catastrophically flooded Tokyo, dark, turbulent waters surging through skyscraper-lined streets. The iconic Tokyo Tower stands like a resilient boulder, its lower grid structure submerged in the raging waters, its distinctive red and white frame casting a stark, oscillating reflection on the water's surface. Beneath the surface, the city's vitality flickers, submerged neon signs on storefronts and billboards emit an ethereal, multicolored glow, bathing the depths in haunting hues of cyan, magenta, and deep purple. Delicate paper lanterns, like lost souls, drift aimlessly past. Drenched by a relentless downpour, the scene is rendered in exquisite detail, each raindrop a shard of crystal, capturing and refracting the surrounding city light as it strikes the water, creating an atmosphere of breathtakingly beautiful desolation.", + "seed": 16189, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_3/index_6792_seed_16189_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.2128248792141676, + "vlm_logprob": -0.2128248792141676, + "vlm_yes_no_margin": 2.025, + "vlm_token_credit": -0.2128248792141676, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a catastrophically flooded Tokyo with skyscraper-lined streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Tokyo Tower visible with its lower grid structure submerged in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do submerged neon signs emit cyan, magenta, and deep purple light beneath the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are delicate paper lanterns drifting aimlessly in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow pan across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10071320831775665 + ], + "opposite_logprob_tokens": [ + -2.3507132530212402 + ], + "logprob_reward": -0.10071320831775665, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10071320831775665, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19903025031089783, + 0.11041423678398132, + 0.05533517897129059, + 0.10885649174451828, + 0.08159719407558441, + 0.15735135972499847, + 0.051438551396131516, + 0.08166898041963577, + 0.039178092032670975, + 0.11512967199087143 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.10071320831775665 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a catastrophically flooded Tokyo with skyscraper-lined streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Tokyo Tower visible with its lower grid structure submerged in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do submerged neon signs emit cyan, magenta, and deep purple light beneath the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are delicate paper lanterns drifting aimlessly in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow pan across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11298004537820816 + ], + "opposite_logprob_tokens": [ + -2.2379801273345947 + ], + "logprob_reward": -0.11298004537820816, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11298004537820816, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16365639865398407, + 0.21307842433452606, + 0.051604751497507095, + 0.07703360170125961, + 0.11623691022396088, + 0.11961016803979874, + 0.05974752455949783, + 0.06578386574983597, + 0.04409098997712135, + 0.08915723860263824 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.11298004537820816 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a catastrophically flooded Tokyo with skyscraper-lined streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Tokyo Tower visible with its lower grid structure submerged in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do submerged neon signs emit cyan, magenta, and deep purple light beneath the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are delicate paper lanterns drifting aimlessly in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow pan across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016076697036623955 + ], + "opposite_logprob_tokens": [ + -4.141076564788818 + ], + "logprob_reward": -0.016076697036623955, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016076697036623955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05971764028072357, + 0.20741736888885498, + 0.16043835878372192, + 0.07163069397211075, + 0.10829762369394302, + 0.15776541829109192, + 0.04466086998581886, + 0.09290400892496109, + 0.0208213422447443, + 0.07634662836790085 + ], + "top_frames": [ + 1, + 2, + 5 + ], + "selected_reward": -0.016076697036623955 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a catastrophically flooded Tokyo with skyscraper-lined streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Tokyo Tower visible with its lower grid structure submerged in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do submerged neon signs emit cyan, magenta, and deep purple light beneath the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are delicate paper lanterns drifting aimlessly in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow pan across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328030228614807 + ], + "opposite_logprob_tokens": [ + -0.7578030228614807 + ], + "logprob_reward": -0.6328030228614807, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328030228614807, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09940614551305771, + 0.1591005027294159, + 0.09592004865407944, + 0.0729052796959877, + 0.10809630900621414, + 0.16415129601955414, + 0.05560925230383873, + 0.13076139986515045, + 0.07740559428930283, + 0.03664414584636688 + ], + "top_frames": [ + 5, + 1, + 7 + ], + "selected_reward": -0.6328030228614807 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a catastrophically flooded Tokyo with skyscraper-lined streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Tokyo Tower visible with its lower grid structure submerged in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do submerged neon signs emit cyan, magenta, and deep purple light beneath the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are delicate paper lanterns drifting aimlessly in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow pan across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2015514224767685 + ], + "opposite_logprob_tokens": [ + -1.7015514373779297 + ], + "logprob_reward": -0.2015514224767685, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2015514224767685, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07871776819229126, + 0.15458813309669495, + 0.21368464827537537, + 0.09214454144239426, + 0.06871987134218216, + 0.1029675155878067, + 0.062190547585487366, + 0.11552178114652634, + 0.057400867342948914, + 0.05406432971358299 + ], + "top_frames": [ + 2, + 1, + 7 + ], + "selected_reward": -0.2015514224767685 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a breathtaking anime aesthetic, a panoramic aerial wide shot, captured at a crisp high frame rate, slowly pans across a catastrophically flooded Tokyo, dark, turbulent waters surging through skyscraper-lined streets. The iconic Tokyo Tower stands like a resilient boulder, its lower grid structure submerged in the raging waters, its distinctive red and white frame casting a stark, oscillating reflection on the water's surface. Beneath the surface, the city's vitality flickers, submerged neon signs on storefronts and billboards emit an ethereal, multicolored glow, bathing the depths in haunting hues of cyan, magenta, and deep purple. Delicate paper lanterns, like lost souls, drift aimlessly past. Drenched by a relentless downpour, the scene is rendered in exquisite detail, each raindrop a shard of crystal, capturing and refracting the surrounding city light as it strikes the water, creating an atmosphere of breathtakingly beautiful desolation.", + "seed": 16190, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_3/index_6792_seed_16190_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.5786795109510422, + "vlm_logprob": -0.5786795109510422, + "vlm_yes_no_margin": 1.350000023841858, + "vlm_token_credit": -0.5786795109510422, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a catastrophically flooded Tokyo with skyscraper-lined streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Tokyo Tower visible with its lower grid structure submerged in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do submerged neon signs emit cyan, magenta, and deep purple light beneath the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are delicate paper lanterns drifting aimlessly in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow pan across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.127244472503662 + ], + "opposite_logprob_tokens": [ + -0.12724457681179047 + ], + "logprob_reward": -2.127244472503662, + "yes_no_margin_reward": -1.9999998807907104, + "token_credit_reward": -2.127244472503662, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2736279368400574, + 0.1027676984667778, + 0.12337478250265121, + 0.1347525268793106, + 0.0712144523859024, + 0.05317293480038643, + 0.06986825168132782, + 0.04595978185534477, + 0.07507450133562088, + 0.050187114626169205 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -2.127244472503662 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a catastrophically flooded Tokyo with skyscraper-lined streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Tokyo Tower visible with its lower grid structure submerged in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do submerged neon signs emit cyan, magenta, and deep purple light beneath the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are delicate paper lanterns drifting aimlessly in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow pan across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22576823830604553 + ], + "opposite_logprob_tokens": [ + -1.6007682085037231 + ], + "logprob_reward": -0.22576823830604553, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22576823830604553, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40074318647384644, + 0.15339764952659607, + 0.09528226405382156, + 0.0824969932436943, + 0.06093819439411163, + 0.03557514026761055, + 0.028869014233350754, + 0.025818275287747383, + 0.07016929984092712, + 0.04670996218919754 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.22576823830604553 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a catastrophically flooded Tokyo with skyscraper-lined streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Tokyo Tower visible with its lower grid structure submerged in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do submerged neon signs emit cyan, magenta, and deep purple light beneath the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are delicate paper lanterns drifting aimlessly in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow pan across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011099264025688171 + ], + "opposite_logprob_tokens": [ + -4.511099338531494 + ], + "logprob_reward": -0.011099264025688171, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011099264025688171, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3145333230495453, + 0.0919627919793129, + 0.11158275604248047, + 0.1455097794532776, + 0.05742746964097023, + 0.04398280009627342, + 0.05771811679005623, + 0.05226777121424675, + 0.07615658640861511, + 0.04885848984122276 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.011099264025688171 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a catastrophically flooded Tokyo with skyscraper-lined streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Tokyo Tower visible with its lower grid structure submerged in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do submerged neon signs emit cyan, magenta, and deep purple light beneath the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are delicate paper lanterns drifting aimlessly in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow pan across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4289555251598358 + ], + "opposite_logprob_tokens": [ + -1.0539555549621582 + ], + "logprob_reward": -0.4289555251598358, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4289555251598358, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12458176910877228, + 0.1840783655643463, + 0.05599023401737213, + 0.09298025816679001, + 0.0653240829706192, + 0.08599382638931274, + 0.08329495042562485, + 0.06947430968284607, + 0.09838579595088959, + 0.13989639282226562 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.4289555251598358 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a catastrophically flooded Tokyo with skyscraper-lined streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Tokyo Tower visible with its lower grid structure submerged in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do submerged neon signs emit cyan, magenta, and deep purple light beneath the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are delicate paper lanterns drifting aimlessly in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow pan across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10033005475997925 + ], + "opposite_logprob_tokens": [ + -2.350330114364624 + ], + "logprob_reward": -0.10033005475997925, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10033005475997925, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18101847171783447, + 0.17163661122322083, + 0.12055924534797668, + 0.09445858746767044, + 0.050645917654037476, + 0.06879090517759323, + 0.07360820472240448, + 0.04293251782655716, + 0.11183565855026245, + 0.0845138430595398 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.10033005475997925 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a breathtaking anime aesthetic, a panoramic aerial wide shot, captured at a crisp high frame rate, slowly pans across a catastrophically flooded Tokyo, dark, turbulent waters surging through skyscraper-lined streets. The iconic Tokyo Tower stands like a resilient boulder, its lower grid structure submerged in the raging waters, its distinctive red and white frame casting a stark, oscillating reflection on the water's surface. Beneath the surface, the city's vitality flickers, submerged neon signs on storefronts and billboards emit an ethereal, multicolored glow, bathing the depths in haunting hues of cyan, magenta, and deep purple. Delicate paper lanterns, like lost souls, drift aimlessly past. Drenched by a relentless downpour, the scene is rendered in exquisite detail, each raindrop a shard of crystal, capturing and refracting the surrounding city light as it strikes the water, creating an atmosphere of breathtakingly beautiful desolation.", + "seed": 16191, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_3/index_6792_seed_16191_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.27436276711523533, + "vlm_logprob": -0.27436276711523533, + "vlm_yes_no_margin": 1.675, + "vlm_token_credit": -0.27436276711523533, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a catastrophically flooded Tokyo with skyscraper-lined streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Tokyo Tower visible with its lower grid structure submerged in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do submerged neon signs emit cyan, magenta, and deep purple light beneath the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are delicate paper lanterns drifting aimlessly in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow pan across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31432151794433594 + ], + "opposite_logprob_tokens": [ + -1.314321517944336 + ], + "logprob_reward": -0.31432151794433594, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31432151794433594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16840769350528717, + 0.0419745072722435, + 0.03721150755882263, + 0.050778962671756744, + 0.2674160897731781, + 0.03832155093550682, + 0.031506653875112534, + 0.03798281401395798, + 0.12686842679977417, + 0.19953176379203796 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.31432151794433594 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a catastrophically flooded Tokyo with skyscraper-lined streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Tokyo Tower visible with its lower grid structure submerged in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do submerged neon signs emit cyan, magenta, and deep purple light beneath the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are delicate paper lanterns drifting aimlessly in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow pan across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16041237115859985 + ], + "opposite_logprob_tokens": [ + -1.910412311553955 + ], + "logprob_reward": -0.16041237115859985, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16041237115859985, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4218389093875885, + 0.03600982204079628, + 0.06203503534197807, + 0.0362621434032917, + 0.1372056007385254, + 0.02369152195751667, + 0.06325071305036545, + 0.0415886715054512, + 0.0796581581234932, + 0.09845946729183197 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.16041237115859985 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a catastrophically flooded Tokyo with skyscraper-lined streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Tokyo Tower visible with its lower grid structure submerged in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do submerged neon signs emit cyan, magenta, and deep purple light beneath the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are delicate paper lanterns drifting aimlessly in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow pan across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026352697983384132 + ], + "opposite_logprob_tokens": [ + -3.651352643966675 + ], + "logprob_reward": -0.026352697983384132, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026352697983384132, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12798066437244415, + 0.05500746890902519, + 0.08153516799211502, + 0.07410033792257309, + 0.3738701641559601, + 0.02868044376373291, + 0.06414268165826797, + 0.05264846608042717, + 0.051054246723651886, + 0.09098032861948013 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.026352697983384132 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a catastrophically flooded Tokyo with skyscraper-lined streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Tokyo Tower visible with its lower grid structure submerged in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do submerged neon signs emit cyan, magenta, and deep purple light beneath the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are delicate paper lanterns drifting aimlessly in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow pan across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7577942609786987 + ], + "opposite_logprob_tokens": [ + -0.6327942609786987 + ], + "logprob_reward": -0.7577942609786987, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7577942609786987, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.31134116649627686, + 0.04509730637073517, + 0.04547050595283508, + 0.06013832613825798, + 0.15784303843975067, + 0.0461990088224411, + 0.13589918613433838, + 0.04086077958345413, + 0.06936604529619217, + 0.08778467774391174 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.7577942609786987 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a catastrophically flooded Tokyo with skyscraper-lined streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Tokyo Tower visible with its lower grid structure submerged in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do submerged neon signs emit cyan, magenta, and deep purple light beneath the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are delicate paper lanterns drifting aimlessly in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow pan across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11293298751115799 + ], + "opposite_logprob_tokens": [ + -2.2379329204559326 + ], + "logprob_reward": -0.11293298751115799, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11293298751115799, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14736388623714447, + 0.06278589367866516, + 0.04073541983962059, + 0.08447559922933578, + 0.06512222439050674, + 0.10707534849643707, + 0.3302481174468994, + 0.053214121609926224, + 0.061932988464832306, + 0.04704638198018074 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.11293298751115799 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "In a breathtaking anime aesthetic, a panoramic aerial wide shot, captured at a crisp high frame rate, slowly pans across a catastrophically flooded Tokyo, dark, turbulent waters surging through skyscraper-lined streets. The iconic Tokyo Tower stands like a resilient boulder, its lower grid structure submerged in the raging waters, its distinctive red and white frame casting a stark, oscillating reflection on the water's surface. Beneath the surface, the city's vitality flickers, submerged neon signs on storefronts and billboards emit an ethereal, multicolored glow, bathing the depths in haunting hues of cyan, magenta, and deep purple. Delicate paper lanterns, like lost souls, drift aimlessly past. Drenched by a relentless downpour, the scene is rendered in exquisite detail, each raindrop a shard of crystal, capturing and refracting the surrounding city light as it strikes the water, creating an atmosphere of breathtakingly beautiful desolation.", + "seed": 16192, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_3/index_6792_seed_16192_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.8467487938702106, + "vlm_logprob": -0.8467487938702106, + "vlm_yes_no_margin": 0.8, + "vlm_token_credit": -0.8467487938702106, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a catastrophically flooded Tokyo with skyscraper-lined streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Tokyo Tower visible with its lower grid structure submerged in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do submerged neon signs emit cyan, magenta, and deep purple light beneath the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are delicate paper lanterns drifting aimlessly in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow pan across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -3.1683127880096436 + ], + "opposite_logprob_tokens": [ + -0.04331274703145027 + ], + "logprob_reward": -3.1683127880096436, + "yes_no_margin_reward": -3.125, + "token_credit_reward": -3.1683127880096436, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.3309519290924072, + 0.052023958414793015, + 0.08972397446632385, + 0.08513841778039932, + 0.16368195414543152, + 0.03273274749517441, + 0.05186214670538902, + 0.04307365044951439, + 0.028956379741430283, + 0.12185484915971756 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -3.1683127880096436 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a catastrophically flooded Tokyo with skyscraper-lined streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Tokyo Tower visible with its lower grid structure submerged in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do submerged neon signs emit cyan, magenta, and deep purple light beneath the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are delicate paper lanterns drifting aimlessly in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow pan across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1802174299955368 + ], + "opposite_logprob_tokens": [ + -1.8052173852920532 + ], + "logprob_reward": -0.1802174299955368, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1802174299955368, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3578508198261261, + 0.052046872675418854, + 0.1330031305551529, + 0.07022613286972046, + 0.13623125851154327, + 0.03406188637018204, + 0.059839870780706406, + 0.04121732711791992, + 0.03597686067223549, + 0.07954585552215576 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.1802174299955368 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a catastrophically flooded Tokyo with skyscraper-lined streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Tokyo Tower visible with its lower grid structure submerged in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do submerged neon signs emit cyan, magenta, and deep purple light beneath the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are delicate paper lanterns drifting aimlessly in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow pan across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038178082555532455 + ], + "opposite_logprob_tokens": [ + -3.288177967071533 + ], + "logprob_reward": -0.038178082555532455, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038178082555532455, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27363449335098267, + 0.07548853009939194, + 0.1269005835056305, + 0.10332105308771133, + 0.11522150784730911, + 0.049653444439172745, + 0.04506838321685791, + 0.10066836327314377, + 0.029411401599645615, + 0.08063220232725143 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.038178082555532455 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a catastrophically flooded Tokyo with skyscraper-lined streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Tokyo Tower visible with its lower grid structure submerged in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do submerged neon signs emit cyan, magenta, and deep purple light beneath the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are delicate paper lanterns drifting aimlessly in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow pan across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7579265236854553 + ], + "opposite_logprob_tokens": [ + -0.6329265236854553 + ], + "logprob_reward": -0.7579265236854553, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7579265236854553, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.4048643708229065, + 0.10118619352579117, + 0.09102720767259598, + 0.10936004668474197, + 0.04587487876415253, + 0.03142200782895088, + 0.020806243643164635, + 0.11769270896911621, + 0.02905089221894741, + 0.0487154945731163 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.7579265236854553 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a catastrophically flooded Tokyo with skyscraper-lined streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Tokyo Tower visible with its lower grid structure submerged in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do submerged neon signs emit cyan, magenta, and deep purple light beneath the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are delicate paper lanterns drifting aimlessly in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow pan across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0891091451048851 + ], + "opposite_logprob_tokens": [ + -2.464109182357788 + ], + "logprob_reward": -0.0891091451048851, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0891091451048851, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18418368697166443, + 0.1147032231092453, + 0.21464139223098755, + 0.08578580617904663, + 0.11728226393461227, + 0.09696077555418015, + 0.04709388315677643, + 0.03974096477031708, + 0.026281610131263733, + 0.07332642376422882 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.0891091451048851 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "No", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_4/index_tensor([1583, 1583])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_4/index_tensor([1583, 1583])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..f1c32b66073732eb1cacceb971fde4961dfb7d50 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_4/index_tensor([1583, 1583])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "It's a documentary-style tracking shot of a lone, athletic female explorer gracefully swimming through a narrow, flooded corridor of an ancient tomb. The camera moves smoothly at her eye level, capturing the scene with stark realism. Her dark hair is slicked back by the strap of a powerful headlamp, its single, sharp beam cutting a cone of cool white light through the murky water, thick with suspended silt. She wears a sleek, black, form-fitting wetsuit that accentuates her athletic figure, and a steady stream of silver bubbles escapes from the mouthpiece of her rebreather, tightly clenched between her lips. Her expression is one of intense, unwavering focus, her eyes scanning the path ahead as she propels herself forward with deliberate, efficient kicks of her flippers. The headlamp's light slides across the rough stone wall, momentarily illuminating a patch of slimy green moss and intricate, water-worn hieroglyphics almost lost in time. The entire scene is rendered in a desaturated, almost monochromatic palette of slate greys and deep shadows, creating a tense, claustrophobic, yet awe-inspiring atmosphere as she descends deeper into the flooded, silent ruins.", + "seed": 29917, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_4/index_1583_seed_29917_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06114614699035883, + "vlm_logprob": -0.06114614699035883, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.06114614699035883, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female explorer wearing a black, form-fitting wetsuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a narrow, flooded corridor of an ancient tomb with rough stone walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water murky and thick with suspended silt, illuminated by a single sharp beam of cool white light from a headlamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move smoothly at eye level with the subject, tracking her forward motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual palette desaturated and monochromatic, dominated by slate greys and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20391206443309784 + ], + "opposite_logprob_tokens": [ + -1.7039120197296143 + ], + "logprob_reward": -0.20391206443309784, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20391206443309784, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22247448563575745, + 0.051025573164224625, + 0.10932616889476776, + 0.034750714898109436, + 0.0306949932128191, + 0.06849824637174606, + 0.03803395852446556, + 0.07532551139593124, + 0.1868576556444168, + 0.1830126941204071 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.20391206443309784 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female explorer wearing a black, form-fitting wetsuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a narrow, flooded corridor of an ancient tomb with rough stone walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water murky and thick with suspended silt, illuminated by a single sharp beam of cool white light from a headlamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move smoothly at eye level with the subject, tracking her forward motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual palette desaturated and monochromatic, dominated by slate greys and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018191400915384293 + ], + "opposite_logprob_tokens": [ + -4.018191337585449 + ], + "logprob_reward": -0.018191400915384293, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018191400915384293, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07826341688632965, + 0.045455075800418854, + 0.1751714050769806, + 0.06703373789787292, + 0.018317610025405884, + 0.02901821956038475, + 0.01941874250769615, + 0.09408359974622726, + 0.42474600672721863, + 0.0484921894967556 + ], + "top_frames": [ + 8, + 2, + 7 + ], + "selected_reward": -0.018191400915384293 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female explorer wearing a black, form-fitting wetsuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a narrow, flooded corridor of an ancient tomb with rough stone walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water murky and thick with suspended silt, illuminated by a single sharp beam of cool white light from a headlamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move smoothly at eye level with the subject, tracking her forward motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual palette desaturated and monochromatic, dominated by slate greys and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008640640415251255 + ], + "opposite_logprob_tokens": [ + -4.758640766143799 + ], + "logprob_reward": -0.008640640415251255, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008640640415251255, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2182047814130783, + 0.09337811172008514, + 0.07891633361577988, + 0.0785786435008049, + 0.06018371880054474, + 0.05797367915511131, + 0.06043526902794838, + 0.06716243177652359, + 0.19560065865516663, + 0.08956634253263474 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.008640640415251255 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female explorer wearing a black, form-fitting wetsuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a narrow, flooded corridor of an ancient tomb with rough stone walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water murky and thick with suspended silt, illuminated by a single sharp beam of cool white light from a headlamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move smoothly at eye level with the subject, tracking her forward motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual palette desaturated and monochromatic, dominated by slate greys and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04863695055246353 + ], + "opposite_logprob_tokens": [ + -3.0486369132995605 + ], + "logprob_reward": -0.04863695055246353, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04863695055246353, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2044672667980194, + 0.09204531461000443, + 0.07837126404047012, + 0.06770991533994675, + 0.029866740107536316, + 0.067670077085495, + 0.08691941946744919, + 0.05214007571339607, + 0.13466718792915344, + 0.1861427128314972 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.04863695055246353 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female explorer wearing a black, form-fitting wetsuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a narrow, flooded corridor of an ancient tomb with rough stone walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water murky and thick with suspended silt, illuminated by a single sharp beam of cool white light from a headlamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move smoothly at eye level with the subject, tracking her forward motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual palette desaturated and monochromatic, dominated by slate greys and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634967863559723 + ], + "opposite_logprob_tokens": [ + -3.6513497829437256 + ], + "logprob_reward": -0.02634967863559723, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634967863559723, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1354988068342209, + 0.05145842581987381, + 0.048790086060762405, + 0.12212202697992325, + 0.03831859678030014, + 0.08240986615419388, + 0.1495477557182312, + 0.06958455592393875, + 0.21312059462070465, + 0.08914927393198013 + ], + "top_frames": [ + 8, + 6, + 0 + ], + "selected_reward": -0.02634967863559723 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "It's a documentary-style tracking shot of a lone, athletic female explorer gracefully swimming through a narrow, flooded corridor of an ancient tomb. The camera moves smoothly at her eye level, capturing the scene with stark realism. Her dark hair is slicked back by the strap of a powerful headlamp, its single, sharp beam cutting a cone of cool white light through the murky water, thick with suspended silt. She wears a sleek, black, form-fitting wetsuit that accentuates her athletic figure, and a steady stream of silver bubbles escapes from the mouthpiece of her rebreather, tightly clenched between her lips. Her expression is one of intense, unwavering focus, her eyes scanning the path ahead as she propels herself forward with deliberate, efficient kicks of her flippers. The headlamp's light slides across the rough stone wall, momentarily illuminating a patch of slimy green moss and intricate, water-worn hieroglyphics almost lost in time. The entire scene is rendered in a desaturated, almost monochromatic palette of slate greys and deep shadows, creating a tense, claustrophobic, yet awe-inspiring atmosphere as she descends deeper into the flooded, silent ruins.", + "seed": 29918, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_4/index_1583_seed_29918_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02169273591134697, + "vlm_logprob": -0.02169273591134697, + "vlm_yes_no_margin": 4.399999952316284, + "vlm_token_credit": -0.02169273591134697, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female explorer wearing a black, form-fitting wetsuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a narrow, flooded corridor of an ancient tomb with rough stone walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water murky and thick with suspended silt, illuminated by a single sharp beam of cool white light from a headlamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move smoothly at eye level with the subject, tracking her forward motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual palette desaturated and monochromatic, dominated by slate greys and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06274872273206711 + ], + "opposite_logprob_tokens": [ + -2.812748670578003 + ], + "logprob_reward": -0.06274872273206711, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06274872273206711, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16416777670383453, + 0.11489199101924896, + 0.028091540560126305, + 0.027054907754063606, + 0.03559306263923645, + 0.08291228860616684, + 0.07397416979074478, + 0.07949773967266083, + 0.33062970638275146, + 0.06318678706884384 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.06274872273206711 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female explorer wearing a black, form-fitting wetsuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a narrow, flooded corridor of an ancient tomb with rough stone walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water murky and thick with suspended silt, illuminated by a single sharp beam of cool white light from a headlamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move smoothly at eye level with the subject, tracking her forward motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual palette desaturated and monochromatic, dominated by slate greys and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018193859606981277 + ], + "opposite_logprob_tokens": [ + -4.01819372177124 + ], + "logprob_reward": -0.018193859606981277, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018193859606981277, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1608564704656601, + 0.23381923139095306, + 0.05568397417664528, + 0.058786626905202866, + 0.06645265966653824, + 0.05505819618701935, + 0.09536762535572052, + 0.0855802670121193, + 0.09345143288373947, + 0.09494344890117645 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.018193859606981277 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female explorer wearing a black, form-fitting wetsuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a narrow, flooded corridor of an ancient tomb with rough stone walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water murky and thick with suspended silt, illuminated by a single sharp beam of cool white light from a headlamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move smoothly at eye level with the subject, tracking her forward motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual palette desaturated and monochromatic, dominated by slate greys and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017146660247817636 + ], + "opposite_logprob_tokens": [ + -6.376714706420898 + ], + "logprob_reward": -0.0017146660247817636, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017146660247817636, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08399856090545654, + 0.3022580146789551, + 0.06152975559234619, + 0.029281271621584892, + 0.07062700390815735, + 0.030642341822385788, + 0.041927795857191086, + 0.06811905652284622, + 0.09700096398591995, + 0.21461518108844757 + ], + "top_frames": [ + 1, + 9, + 8 + ], + "selected_reward": -0.0017146660247817636 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female explorer wearing a black, form-fitting wetsuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a narrow, flooded corridor of an ancient tomb with rough stone walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water murky and thick with suspended silt, illuminated by a single sharp beam of cool white light from a headlamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move smoothly at eye level with the subject, tracking her forward motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual palette desaturated and monochromatic, dominated by slate greys and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01817653514444828 + ], + "opposite_logprob_tokens": [ + -4.018176555633545 + ], + "logprob_reward": -0.01817653514444828, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01817653514444828, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21985606849193573, + 0.13693882524967194, + 0.08229344338178635, + 0.050528574734926224, + 0.033358655869960785, + 0.11174579709768295, + 0.05649527534842491, + 0.046295564621686935, + 0.12651526927947998, + 0.13597257435321808 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.01817653514444828 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female explorer wearing a black, form-fitting wetsuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a narrow, flooded corridor of an ancient tomb with rough stone walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water murky and thick with suspended silt, illuminated by a single sharp beam of cool white light from a headlamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move smoothly at eye level with the subject, tracking her forward motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual palette desaturated and monochromatic, dominated by slate greys and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076298960484564304 + ], + "opposite_logprob_tokens": [ + -4.882629871368408 + ], + "logprob_reward": -0.0076298960484564304, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076298960484564304, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09275376051664352, + 0.13920587301254272, + 0.04285874962806702, + 0.03202633559703827, + 0.034341830760240555, + 0.042233649641275406, + 0.10498274862766266, + 0.05930090695619583, + 0.1345791220664978, + 0.3177170753479004 + ], + "top_frames": [ + 9, + 1, + 8 + ], + "selected_reward": -0.0076298960484564304 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "It's a documentary-style tracking shot of a lone, athletic female explorer gracefully swimming through a narrow, flooded corridor of an ancient tomb. The camera moves smoothly at her eye level, capturing the scene with stark realism. Her dark hair is slicked back by the strap of a powerful headlamp, its single, sharp beam cutting a cone of cool white light through the murky water, thick with suspended silt. She wears a sleek, black, form-fitting wetsuit that accentuates her athletic figure, and a steady stream of silver bubbles escapes from the mouthpiece of her rebreather, tightly clenched between her lips. Her expression is one of intense, unwavering focus, her eyes scanning the path ahead as she propels herself forward with deliberate, efficient kicks of her flippers. The headlamp's light slides across the rough stone wall, momentarily illuminating a patch of slimy green moss and intricate, water-worn hieroglyphics almost lost in time. The entire scene is rendered in a desaturated, almost monochromatic palette of slate greys and deep shadows, creating a tense, claustrophobic, yet awe-inspiring atmosphere as she descends deeper into the flooded, silent ruins.", + "seed": 29919, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_4/index_1583_seed_29919_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.052993889525532724, + "vlm_logprob": -0.052993889525532724, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.052993889525532724, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female explorer wearing a black, form-fitting wetsuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a narrow, flooded corridor of an ancient tomb with rough stone walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water murky and thick with suspended silt, illuminated by a single sharp beam of cool white light from a headlamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move smoothly at eye level with the subject, tracking her forward motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual palette desaturated and monochromatic, dominated by slate greys and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1822105348110199 + ], + "opposite_logprob_tokens": [ + -1.8072105646133423 + ], + "logprob_reward": -0.1822105348110199, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1822105348110199, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04286249727010727, + 0.04488318786025047, + 0.7389237880706787, + 0.01338977925479412, + 0.03806687146425247, + 0.044122032821178436, + 0.023935310542583466, + 0.015533702448010445, + 0.015847228467464447, + 0.022435637190937996 + ], + "top_frames": [ + 2, + 1, + 5 + ], + "selected_reward": -0.1822105348110199 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female explorer wearing a black, form-fitting wetsuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a narrow, flooded corridor of an ancient tomb with rough stone walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water murky and thick with suspended silt, illuminated by a single sharp beam of cool white light from a headlamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move smoothly at eye level with the subject, tracking her forward motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual palette desaturated and monochromatic, dominated by slate greys and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00763498293235898 + ], + "opposite_logprob_tokens": [ + -4.882635116577148 + ], + "logprob_reward": -0.00763498293235898, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00763498293235898, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10934679210186005, + 0.0666118934750557, + 0.14257407188415527, + 0.07056085765361786, + 0.2462691217660904, + 0.16069146990776062, + 0.0264727920293808, + 0.06436407566070557, + 0.0682380348443985, + 0.04487083479762077 + ], + "top_frames": [ + 4, + 5, + 2 + ], + "selected_reward": -0.00763498293235898 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female explorer wearing a black, form-fitting wetsuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a narrow, flooded corridor of an ancient tomb with rough stone walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water murky and thick with suspended silt, illuminated by a single sharp beam of cool white light from a headlamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move smoothly at eye level with the subject, tracking her forward motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual palette desaturated and monochromatic, dominated by slate greys and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003195063676685095 + ], + "opposite_logprob_tokens": [ + -5.753195285797119 + ], + "logprob_reward": -0.003195063676685095, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003195063676685095, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11249653995037079, + 0.0522197000682354, + 0.4902561604976654, + 0.09763546288013458, + 0.04193401709198952, + 0.04124407097697258, + 0.04221000149846077, + 0.07252640277147293, + 0.023157436400651932, + 0.026320142671465874 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.003195063676685095 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female explorer wearing a black, form-fitting wetsuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a narrow, flooded corridor of an ancient tomb with rough stone walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water murky and thick with suspended silt, illuminated by a single sharp beam of cool white light from a headlamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move smoothly at eye level with the subject, tracking her forward motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual palette desaturated and monochromatic, dominated by slate greys and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048637066036462784 + ], + "opposite_logprob_tokens": [ + -3.0486371517181396 + ], + "logprob_reward": -0.048637066036462784, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048637066036462784, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0738644152879715, + 0.03924816474318504, + 0.5652719736099243, + 0.14690028131008148, + 0.03918466344475746, + 0.038381047546863556, + 0.041256967931985855, + 0.009176116436719894, + 0.019584814086556435, + 0.02713167481124401 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.048637066036462784 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female explorer wearing a black, form-fitting wetsuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a narrow, flooded corridor of an ancient tomb with rough stone walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water murky and thick with suspended silt, illuminated by a single sharp beam of cool white light from a headlamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move smoothly at eye level with the subject, tracking her forward motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual palette desaturated and monochromatic, dominated by slate greys and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023291800171136856 + ], + "opposite_logprob_tokens": [ + -3.773291826248169 + ], + "logprob_reward": -0.023291800171136856, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023291800171136856, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09666209667921066, + 0.042028214782476425, + 0.17378389835357666, + 0.0739326998591423, + 0.03360094130039215, + 0.15027941763401031, + 0.07161080837249756, + 0.2947389483451843, + 0.020985223352909088, + 0.042377762496471405 + ], + "top_frames": [ + 7, + 2, + 5 + ], + "selected_reward": -0.023291800171136856 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "It's a documentary-style tracking shot of a lone, athletic female explorer gracefully swimming through a narrow, flooded corridor of an ancient tomb. The camera moves smoothly at her eye level, capturing the scene with stark realism. Her dark hair is slicked back by the strap of a powerful headlamp, its single, sharp beam cutting a cone of cool white light through the murky water, thick with suspended silt. She wears a sleek, black, form-fitting wetsuit that accentuates her athletic figure, and a steady stream of silver bubbles escapes from the mouthpiece of her rebreather, tightly clenched between her lips. Her expression is one of intense, unwavering focus, her eyes scanning the path ahead as she propels herself forward with deliberate, efficient kicks of her flippers. The headlamp's light slides across the rough stone wall, momentarily illuminating a patch of slimy green moss and intricate, water-worn hieroglyphics almost lost in time. The entire scene is rendered in a desaturated, almost monochromatic palette of slate greys and deep shadows, creating a tense, claustrophobic, yet awe-inspiring atmosphere as she descends deeper into the flooded, silent ruins.", + "seed": 29920, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_4/index_1583_seed_29920_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0453836914151907, + "vlm_logprob": -0.0453836914151907, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.0453836914151907, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female explorer wearing a black, form-fitting wetsuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a narrow, flooded corridor of an ancient tomb with rough stone walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water murky and thick with suspended silt, illuminated by a single sharp beam of cool white light from a headlamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move smoothly at eye level with the subject, tracking her forward motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual palette desaturated and monochromatic, dominated by slate greys and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16386835277080536 + ], + "opposite_logprob_tokens": [ + -1.9138683080673218 + ], + "logprob_reward": -0.16386835277080536, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16386835277080536, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17046809196472168, + 0.06063521280884743, + 0.09419307112693787, + 0.05316411331295967, + 0.045062776654958725, + 0.10655076801776886, + 0.1695721596479416, + 0.07975940406322479, + 0.11846146732568741, + 0.10213290899991989 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.16386835277080536 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female explorer wearing a black, form-fitting wetsuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a narrow, flooded corridor of an ancient tomb with rough stone walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water murky and thick with suspended silt, illuminated by a single sharp beam of cool white light from a headlamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move smoothly at eye level with the subject, tracking her forward motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual palette desaturated and monochromatic, dominated by slate greys and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004642541520297527 + ], + "opposite_logprob_tokens": [ + -5.379642486572266 + ], + "logprob_reward": -0.004642541520297527, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004642541520297527, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17579728364944458, + 0.07120560854673386, + 0.09364441782236099, + 0.1398513913154602, + 0.06421644985675812, + 0.14637097716331482, + 0.14393921196460724, + 0.03439933806657791, + 0.05950608476996422, + 0.07106919586658478 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.004642541520297527 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female explorer wearing a black, form-fitting wetsuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a narrow, flooded corridor of an ancient tomb with rough stone walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water murky and thick with suspended silt, illuminated by a single sharp beam of cool white light from a headlamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move smoothly at eye level with the subject, tracking her forward motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual palette desaturated and monochromatic, dominated by slate greys and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008641467429697514 + ], + "opposite_logprob_tokens": [ + -4.758641242980957 + ], + "logprob_reward": -0.008641467429697514, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008641467429697514, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1302323341369629, + 0.1524488627910614, + 0.11227383464574814, + 0.16834083199501038, + 0.11926808208227158, + 0.0541924424469471, + 0.0734843760728836, + 0.03764421492815018, + 0.10481792688369751, + 0.047297146171331406 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.008641467429697514 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female explorer wearing a black, form-fitting wetsuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a narrow, flooded corridor of an ancient tomb with rough stone walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water murky and thick with suspended silt, illuminated by a single sharp beam of cool white light from a headlamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move smoothly at eye level with the subject, tracking her forward motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual palette desaturated and monochromatic, dominated by slate greys and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016060156747698784 + ], + "opposite_logprob_tokens": [ + -4.1410603523254395 + ], + "logprob_reward": -0.016060156747698784, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016060156747698784, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16586856544017792, + 0.08059096336364746, + 0.08315600454807281, + 0.10302811115980148, + 0.052389610558748245, + 0.10644931346178055, + 0.14083288609981537, + 0.04841415211558342, + 0.16529321670532227, + 0.05397714301943779 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.016060156747698784 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female explorer wearing a black, form-fitting wetsuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a narrow, flooded corridor of an ancient tomb with rough stone walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water murky and thick with suspended silt, illuminated by a single sharp beam of cool white light from a headlamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move smoothly at eye level with the subject, tracking her forward motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual palette desaturated and monochromatic, dominated by slate greys and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0337059386074543 + ], + "opposite_logprob_tokens": [ + -3.408705949783325 + ], + "logprob_reward": -0.0337059386074543, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0337059386074543, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10104561597108841, + 0.07155656814575195, + 0.09516239166259766, + 0.1251596212387085, + 0.21991898119449615, + 0.06253892183303833, + 0.06926117092370987, + 0.04564276337623596, + 0.1723490059375763, + 0.037364933639764786 + ], + "top_frames": [ + 4, + 8, + 3 + ], + "selected_reward": -0.0337059386074543 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_5/index_tensor([1941, 1941])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_5/index_tensor([1941, 1941])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..3cbaaf577809869fb7d9d51f63d777bbce8ed49f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_5/index_tensor([1941, 1941])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extremely wide-angle lens, advancing slowly and majestically, captures the silent cosmic clash between two massive galaxies against the infinite blackness of deep space, sparsely dotted with the faint glimmer of distant, unrelated stars. On the left, a magnificent spiral galaxy shimmers, its central core composed of warm, ancient, yellow-white stars, its elegant arms a delicate tapestry of brilliant blue star nurseries and soft pink hydrogen clouds. Approaching from the right is a second, slightly smaller galaxy, its own spiral arms more tightly wound and radiating a cool, white light. As they begin to interpenetrate, their powerful gravitational pull violently distorts their elegant structure; the spiral arms tangle and are relentlessly torn apart, pulling vast streams of bright stars and gas into long, sweeping tidal tails stretching millions of light-years. True chaos erupts when vast interstellar clouds of gas and dust collide, triggering a spectacular starburst that ignites billions of new suns within the energetic, chaotic clouds. This cosmic crucible blazes with the intense, searing light of newborn blue giant stars, illuminating swirling swirls of fiery purple-red, electric cyan, and deep orange dust clouds, creating a breathtaking spectacle of silent, violent creation, evoking a profound atmosphere of awe-inspiring, terrifying beauty.", + "seed": 14821, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_5/index_1941_seed_14821_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.11972946934401989, + "vlm_logprob": -0.11972946934401989, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.11972946934401989, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken with an extremely wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two massive spiral galaxies visible colliding in deep space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the left galaxy display warm yellow-white stars and blue/pink spiral arms while the right galaxy displays cool white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tidal tails of stars and gas stretching out as the galaxies interpenetrate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show a starburst with newborn blue giant stars illuminating purple-red, cyan, and orange dust clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5510994791984558 + ], + "opposite_logprob_tokens": [ + -0.9260994791984558 + ], + "logprob_reward": -0.5510994791984558, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5510994791984558, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1264295130968094, + 0.05331593379378319, + 0.02939486876130104, + 0.06736710667610168, + 0.10396193712949753, + 0.34028124809265137, + 0.0793977901339531, + 0.05024946108460426, + 0.08247291296720505, + 0.06712926924228668 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.5510994791984558 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken with an extremely wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two massive spiral galaxies visible colliding in deep space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the left galaxy display warm yellow-white stars and blue/pink spiral arms while the right galaxy displays cool white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tidal tails of stars and gas stretching out as the galaxies interpenetrate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show a starburst with newborn blue giant stars illuminating purple-red, cyan, and orange dust clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01257337722927332 + ], + "opposite_logprob_tokens": [ + -4.3875732421875 + ], + "logprob_reward": -0.01257337722927332, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01257337722927332, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07716333866119385, + 0.18810133635997772, + 0.027302274480462074, + 0.11155419051647186, + 0.04880586266517639, + 0.138497456908226, + 0.09607637673616409, + 0.131738543510437, + 0.07465659081935883, + 0.1061040386557579 + ], + "top_frames": [ + 1, + 5, + 7 + ], + "selected_reward": -0.01257337722927332 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken with an extremely wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two massive spiral galaxies visible colliding in deep space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the left galaxy display warm yellow-white stars and blue/pink spiral arms while the right galaxy displays cool white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tidal tails of stars and gas stretching out as the galaxies interpenetrate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show a starburst with newborn blue giant stars illuminating purple-red, cyan, and orange dust clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006761409807950258 + ], + "opposite_logprob_tokens": [ + -5.00676155090332 + ], + "logprob_reward": -0.006761409807950258, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006761409807950258, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14007972180843353, + 0.19069956243038177, + 0.04559512436389923, + 0.11351455003023148, + 0.06997868418693542, + 0.061008576303720474, + 0.0679408386349678, + 0.0888775885105133, + 0.04569649696350098, + 0.1766088604927063 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.006761409807950258 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken with an extremely wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two massive spiral galaxies visible colliding in deep space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the left galaxy display warm yellow-white stars and blue/pink spiral arms while the right galaxy displays cool white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tidal tails of stars and gas stretching out as the galaxies interpenetrate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show a starburst with newborn blue giant stars illuminating purple-red, cyan, and orange dust clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076345098204910755 + ], + "opposite_logprob_tokens": [ + -4.88263463973999 + ], + "logprob_reward": -0.0076345098204910755, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076345098204910755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1029408648610115, + 0.05944012477993965, + 0.01990773342549801, + 0.047901663929224014, + 0.046688199043273926, + 0.06767947226762772, + 0.11671499162912369, + 0.3258382976055145, + 0.061546579003334045, + 0.15134207904338837 + ], + "top_frames": [ + 7, + 9, + 6 + ], + "selected_reward": -0.0076345098204910755 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken with an extremely wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two massive spiral galaxies visible colliding in deep space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the left galaxy display warm yellow-white stars and blue/pink spiral arms while the right galaxy displays cool white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tidal tails of stars and gas stretching out as the galaxies interpenetrate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show a starburst with newborn blue giant stars illuminating purple-red, cyan, and orange dust clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020578570663928986 + ], + "opposite_logprob_tokens": [ + -3.895578622817993 + ], + "logprob_reward": -0.020578570663928986, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020578570663928986, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07025649398565292, + 0.22787101566791534, + 0.022577989846467972, + 0.05250433832406998, + 0.03498804196715355, + 0.03767222538590431, + 0.06296559423208237, + 0.08892259746789932, + 0.05187744274735451, + 0.3503643274307251 + ], + "top_frames": [ + 9, + 1, + 7 + ], + "selected_reward": -0.020578570663928986 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extremely wide-angle lens, advancing slowly and majestically, captures the silent cosmic clash between two massive galaxies against the infinite blackness of deep space, sparsely dotted with the faint glimmer of distant, unrelated stars. On the left, a magnificent spiral galaxy shimmers, its central core composed of warm, ancient, yellow-white stars, its elegant arms a delicate tapestry of brilliant blue star nurseries and soft pink hydrogen clouds. Approaching from the right is a second, slightly smaller galaxy, its own spiral arms more tightly wound and radiating a cool, white light. As they begin to interpenetrate, their powerful gravitational pull violently distorts their elegant structure; the spiral arms tangle and are relentlessly torn apart, pulling vast streams of bright stars and gas into long, sweeping tidal tails stretching millions of light-years. True chaos erupts when vast interstellar clouds of gas and dust collide, triggering a spectacular starburst that ignites billions of new suns within the energetic, chaotic clouds. This cosmic crucible blazes with the intense, searing light of newborn blue giant stars, illuminating swirling swirls of fiery purple-red, electric cyan, and deep orange dust clouds, creating a breathtaking spectacle of silent, violent creation, evoking a profound atmosphere of awe-inspiring, terrifying beauty.", + "seed": 14822, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_5/index_1941_seed_14822_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.10384127646684646, + "vlm_logprob": -0.10384127646684646, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.10384127646684646, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken with an extremely wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two massive spiral galaxies visible colliding in deep space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the left galaxy display warm yellow-white stars and blue/pink spiral arms while the right galaxy displays cool white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tidal tails of stars and gas stretching out as the galaxies interpenetrate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show a starburst with newborn blue giant stars illuminating purple-red, cyan, and orange dust clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4013110399246216 + ], + "opposite_logprob_tokens": [ + -1.1513110399246216 + ], + "logprob_reward": -0.4013110399246216, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.4013110399246216, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09306614845991135, + 0.030895138159394264, + 0.2645023465156555, + 0.04522521793842316, + 0.07861247658729553, + 0.14110516011714935, + 0.0704040378332138, + 0.10756032168865204, + 0.0677291601896286, + 0.10089997947216034 + ], + "top_frames": [ + 2, + 5, + 7 + ], + "selected_reward": -0.4013110399246216 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken with an extremely wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two massive spiral galaxies visible colliding in deep space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the left galaxy display warm yellow-white stars and blue/pink spiral arms while the right galaxy displays cool white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tidal tails of stars and gas stretching out as the galaxies interpenetrate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show a starburst with newborn blue giant stars illuminating purple-red, cyan, and orange dust clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007652018219232559 + ], + "opposite_logprob_tokens": [ + -4.8826518058776855 + ], + "logprob_reward": -0.007652018219232559, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007652018219232559, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12679320573806763, + 0.04917213320732117, + 0.1181582361459732, + 0.09075070172548294, + 0.06853746622800827, + 0.10254347324371338, + 0.03776076063513756, + 0.13152629137039185, + 0.11359596997499466, + 0.16116178035736084 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.007652018219232559 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken with an extremely wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two massive spiral galaxies visible colliding in deep space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the left galaxy display warm yellow-white stars and blue/pink spiral arms while the right galaxy displays cool white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tidal tails of stars and gas stretching out as the galaxies interpenetrate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show a starburst with newborn blue giant stars illuminating purple-red, cyan, and orange dust clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012560192495584488 + ], + "opposite_logprob_tokens": [ + -4.3875603675842285 + ], + "logprob_reward": -0.012560192495584488, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012560192495584488, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14225047826766968, + 0.058251481503248215, + 0.06705938279628754, + 0.03284715116024017, + 0.06382451206445694, + 0.07804650068283081, + 0.07147813588380814, + 0.19303317368030548, + 0.06119227409362793, + 0.2320169061422348 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.012560192495584488 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken with an extremely wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two massive spiral galaxies visible colliding in deep space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the left galaxy display warm yellow-white stars and blue/pink spiral arms while the right galaxy displays cool white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tidal tails of stars and gas stretching out as the galaxies interpenetrate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show a starburst with newborn blue giant stars illuminating purple-red, cyan, and orange dust clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008645959198474884 + ], + "opposite_logprob_tokens": [ + -4.758646011352539 + ], + "logprob_reward": -0.008645959198474884, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008645959198474884, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07519883662462234, + 0.04151888191699982, + 0.13618706166744232, + 0.04819885641336441, + 0.04701592028141022, + 0.09709344804286957, + 0.05628129094839096, + 0.14964589476585388, + 0.08602272719144821, + 0.26283714175224304 + ], + "top_frames": [ + 9, + 7, + 2 + ], + "selected_reward": -0.008645959198474884 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken with an extremely wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two massive spiral galaxies visible colliding in deep space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the left galaxy display warm yellow-white stars and blue/pink spiral arms while the right galaxy displays cool white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tidal tails of stars and gas stretching out as the galaxies interpenetrate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show a starburst with newborn blue giant stars illuminating purple-red, cyan, and orange dust clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08903717249631882 + ], + "opposite_logprob_tokens": [ + -2.4640371799468994 + ], + "logprob_reward": -0.08903717249631882, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08903717249631882, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.015954283997416496, + 0.015065371058881283, + 0.07275152206420898, + 0.020328784361481667, + 0.02182922326028347, + 0.05188066139817238, + 0.04046215862035751, + 0.22037053108215332, + 0.17151397466659546, + 0.3698435127735138 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.08903717249631882 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extremely wide-angle lens, advancing slowly and majestically, captures the silent cosmic clash between two massive galaxies against the infinite blackness of deep space, sparsely dotted with the faint glimmer of distant, unrelated stars. On the left, a magnificent spiral galaxy shimmers, its central core composed of warm, ancient, yellow-white stars, its elegant arms a delicate tapestry of brilliant blue star nurseries and soft pink hydrogen clouds. Approaching from the right is a second, slightly smaller galaxy, its own spiral arms more tightly wound and radiating a cool, white light. As they begin to interpenetrate, their powerful gravitational pull violently distorts their elegant structure; the spiral arms tangle and are relentlessly torn apart, pulling vast streams of bright stars and gas into long, sweeping tidal tails stretching millions of light-years. True chaos erupts when vast interstellar clouds of gas and dust collide, triggering a spectacular starburst that ignites billions of new suns within the energetic, chaotic clouds. This cosmic crucible blazes with the intense, searing light of newborn blue giant stars, illuminating swirling swirls of fiery purple-red, electric cyan, and deep orange dust clouds, creating a breathtaking spectacle of silent, violent creation, evoking a profound atmosphere of awe-inspiring, terrifying beauty.", + "seed": 14823, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_5/index_1941_seed_14823_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.14438680801540613, + "vlm_logprob": -0.14438680801540613, + "vlm_yes_no_margin": 2.85, + "vlm_token_credit": -0.14438680801540613, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken with an extremely wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two massive spiral galaxies visible colliding in deep space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the left galaxy display warm yellow-white stars and blue/pink spiral arms while the right galaxy displays cool white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tidal tails of stars and gas stretching out as the galaxies interpenetrate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show a starburst with newborn blue giant stars illuminating purple-red, cyan, and orange dust clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3766266107559204 + ], + "opposite_logprob_tokens": [ + -1.2516266107559204 + ], + "logprob_reward": -0.3766266107559204, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3766266107559204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15081283450126648, + 0.12198882550001144, + 0.04197901114821434, + 0.08245006948709488, + 0.11017972975969315, + 0.02559547685086727, + 0.08894350379705429, + 0.04171384125947952, + 0.11736742407083511, + 0.21896930038928986 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.3766266107559204 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken with an extremely wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two massive spiral galaxies visible colliding in deep space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the left galaxy display warm yellow-white stars and blue/pink spiral arms while the right galaxy displays cool white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tidal tails of stars and gas stretching out as the galaxies interpenetrate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show a starburst with newborn blue giant stars illuminating purple-red, cyan, and orange dust clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011116004548966885 + ], + "opposite_logprob_tokens": [ + -4.511116027832031 + ], + "logprob_reward": -0.011116004548966885, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011116004548966885, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10762857645750046, + 0.11373061686754227, + 0.04719216004014015, + 0.15447914600372314, + 0.06069955602288246, + 0.021009141579270363, + 0.07739599794149399, + 0.044396284967660904, + 0.26668721437454224, + 0.10678129643201828 + ], + "top_frames": [ + 8, + 3, + 1 + ], + "selected_reward": -0.011116004548966885 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken with an extremely wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two massive spiral galaxies visible colliding in deep space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the left galaxy display warm yellow-white stars and blue/pink spiral arms while the right galaxy displays cool white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tidal tails of stars and gas stretching out as the galaxies interpenetrate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show a starburst with newborn blue giant stars illuminating purple-red, cyan, and orange dust clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0430886335670948 + ], + "opposite_logprob_tokens": [ + -3.168088674545288 + ], + "logprob_reward": -0.0430886335670948, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0430886335670948, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25126394629478455, + 0.04161296412348747, + 0.04167437180876732, + 0.05422593653202057, + 0.03793926537036896, + 0.07453874498605728, + 0.3582458794116974, + 0.03817661106586456, + 0.01507568173110485, + 0.08724655956029892 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.0430886335670948 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken with an extremely wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two massive spiral galaxies visible colliding in deep space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the left galaxy display warm yellow-white stars and blue/pink spiral arms while the right galaxy displays cool white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tidal tails of stars and gas stretching out as the galaxies interpenetrate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show a starburst with newborn blue giant stars illuminating purple-red, cyan, and orange dust clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009783769026398659 + ], + "opposite_logprob_tokens": [ + -4.634783744812012 + ], + "logprob_reward": -0.009783769026398659, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009783769026398659, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1751829832792282, + 0.19160835444927216, + 0.054182250052690506, + 0.07985933125019073, + 0.1063641905784607, + 0.04681483656167984, + 0.09258469194173813, + 0.051161352545022964, + 0.08916392922401428, + 0.11307802051305771 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.009783769026398659 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken with an extremely wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two massive spiral galaxies visible colliding in deep space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the left galaxy display warm yellow-white stars and blue/pink spiral arms while the right galaxy displays cool white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tidal tails of stars and gas stretching out as the galaxies interpenetrate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show a starburst with newborn blue giant stars illuminating purple-red, cyan, and orange dust clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813190221786499 + ], + "opposite_logprob_tokens": [ + -1.40631902217865 + ], + "logprob_reward": -0.2813190221786499, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813190221786499, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06872926652431488, + 0.1469448059797287, + 0.03328375890851021, + 0.03806690126657486, + 0.03786589950323105, + 0.02942873351275921, + 0.280196875333786, + 0.06526486575603485, + 0.07437948137521744, + 0.22583946585655212 + ], + "top_frames": [ + 6, + 9, + 1 + ], + "selected_reward": -0.2813190221786499 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extremely wide-angle lens, advancing slowly and majestically, captures the silent cosmic clash between two massive galaxies against the infinite blackness of deep space, sparsely dotted with the faint glimmer of distant, unrelated stars. On the left, a magnificent spiral galaxy shimmers, its central core composed of warm, ancient, yellow-white stars, its elegant arms a delicate tapestry of brilliant blue star nurseries and soft pink hydrogen clouds. Approaching from the right is a second, slightly smaller galaxy, its own spiral arms more tightly wound and radiating a cool, white light. As they begin to interpenetrate, their powerful gravitational pull violently distorts their elegant structure; the spiral arms tangle and are relentlessly torn apart, pulling vast streams of bright stars and gas into long, sweeping tidal tails stretching millions of light-years. True chaos erupts when vast interstellar clouds of gas and dust collide, triggering a spectacular starburst that ignites billions of new suns within the energetic, chaotic clouds. This cosmic crucible blazes with the intense, searing light of newborn blue giant stars, illuminating swirling swirls of fiery purple-red, electric cyan, and deep orange dust clouds, creating a breathtaking spectacle of silent, violent creation, evoking a profound atmosphere of awe-inspiring, terrifying beauty.", + "seed": 14824, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_5/index_1941_seed_14824_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.11906700460240245, + "vlm_logprob": -0.11906700460240245, + "vlm_yes_no_margin": 2.95, + "vlm_token_credit": -0.11906700460240245, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken with an extremely wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two massive spiral galaxies visible colliding in deep space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the left galaxy display warm yellow-white stars and blue/pink spiral arms while the right galaxy displays cool white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tidal tails of stars and gas stretching out as the galaxies interpenetrate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show a starburst with newborn blue giant stars illuminating purple-red, cyan, and orange dust clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3705134093761444 + ], + "opposite_logprob_tokens": [ + -1.2455134391784668 + ], + "logprob_reward": -0.3705134093761444, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3705134093761444, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05248803645372391, + 0.16246049106121063, + 0.06798934936523438, + 0.09182374179363251, + 0.03147601708769798, + 0.021039707586169243, + 0.3828856945037842, + 0.04945575073361397, + 0.11270689964294434, + 0.02767436020076275 + ], + "top_frames": [ + 6, + 1, + 8 + ], + "selected_reward": -0.3705134093761444 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken with an extremely wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two massive spiral galaxies visible colliding in deep space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the left galaxy display warm yellow-white stars and blue/pink spiral arms while the right galaxy displays cool white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tidal tails of stars and gas stretching out as the galaxies interpenetrate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show a starburst with newborn blue giant stars illuminating purple-red, cyan, and orange dust clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011110817082226276 + ], + "opposite_logprob_tokens": [ + -4.511110782623291 + ], + "logprob_reward": -0.011110817082226276, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011110817082226276, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05722809210419655, + 0.20371519029140472, + 0.07443156093358994, + 0.024919426068663597, + 0.021864933893084526, + 0.014568583108484745, + 0.501980721950531, + 0.042729295790195465, + 0.037456270307302475, + 0.021105974912643433 + ], + "top_frames": [ + 6, + 1, + 2 + ], + "selected_reward": -0.011110817082226276 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken with an extremely wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two massive spiral galaxies visible colliding in deep space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the left galaxy display warm yellow-white stars and blue/pink spiral arms while the right galaxy displays cool white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tidal tails of stars and gas stretching out as the galaxies interpenetrate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show a starburst with newborn blue giant stars illuminating purple-red, cyan, and orange dust clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0790262371301651 + ], + "opposite_logprob_tokens": [ + -2.579026222229004 + ], + "logprob_reward": -0.0790262371301651, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0790262371301651, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.049438029527664185, + 0.07447688281536102, + 0.049552228301763535, + 0.046686556190252304, + 0.023390624672174454, + 0.0261213481426239, + 0.4396808445453644, + 0.19537553191184998, + 0.051156237721443176, + 0.04412172734737396 + ], + "top_frames": [ + 6, + 7, + 1 + ], + "selected_reward": -0.0790262371301651 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken with an extremely wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two massive spiral galaxies visible colliding in deep space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the left galaxy display warm yellow-white stars and blue/pink spiral arms while the right galaxy displays cool white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tidal tails of stars and gas stretching out as the galaxies interpenetrate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show a starburst with newborn blue giant stars illuminating purple-red, cyan, and orange dust clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007635456044226885 + ], + "opposite_logprob_tokens": [ + -4.882635593414307 + ], + "logprob_reward": -0.007635456044226885, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007635456044226885, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07684531062841415, + 0.12002992630004883, + 0.039410728961229324, + 0.026279203593730927, + 0.022291911765933037, + 0.021479740738868713, + 0.5306572914123535, + 0.07535714656114578, + 0.0508919358253479, + 0.03675684332847595 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.007635456044226885 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken with an extremely wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two massive spiral galaxies visible colliding in deep space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the left galaxy display warm yellow-white stars and blue/pink spiral arms while the right galaxy displays cool white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tidal tails of stars and gas stretching out as the galaxies interpenetrate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show a starburst with newborn blue giant stars illuminating purple-red, cyan, and orange dust clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12704910337924957 + ], + "opposite_logprob_tokens": [ + -2.127049207687378 + ], + "logprob_reward": -0.12704910337924957, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12704910337924957, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06943050026893616, + 0.07059545814990997, + 0.04348508641123772, + 0.017534365877509117, + 0.01811409927904606, + 0.03611205145716667, + 0.3829650282859802, + 0.1617218255996704, + 0.13182440400123596, + 0.0682172030210495 + ], + "top_frames": [ + 6, + 7, + 8 + ], + "selected_reward": -0.12704910337924957 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_6/index_tensor([4828, 4828])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_6/index_tensor([4828, 4828])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..fc0211c586facf3b3bfcfe7b5bfd9383e92e4b6e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_6/index_tensor([4828, 4828])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a steady medium shot, shot from a slight upward angle, a butcher's chef's body undergoes a surreal transformation, bathed in Annie Leibovitz's signature dramatic light and shadow. A single, powerful key light, emanating from the upper left of the frame, precisely sculpts the figure's silhouette and casts deep, soft shadows on the dark, textured, seamless background wall behind her. The chef, her auburn hair, lightly dusted with flour, is casually pulled back in a bun, and her face, with a serene yet resolute expression, gazes directly into the camera. Her upper body retains its human form, clad in a starched white, double-breasted chef's jacket, but from the waist down, her body has completely solidified and fused into a vast, sharp-edged block of pale yellow butter. This transformation slowly spreads upward, as the jacket's fabric and skin gradually become waxy and translucent, as if slowly absorbed by the buttery substance. Light penetrates the transforming parts of her arms and torso, creating an eerie yet beautiful internal glow, hinting at the dissolving of the underlying structure. This massive block of butter, smooth yet imperfect, exhibits an organic, uneven, translucent texture. Strong light creates highlights, while its immense mass casts deep shadows on the dark, polished concrete floor. The painting's tone is cold and solemn, creating an atmosphere both eerie and imbued with the quiet beauty of classical portraiture, capturing a slow, irreversible, and visually striking process.", + "seed": 3653, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_6/index_4828_seed_3653_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.01634504310786724, + "vlm_logprob": -0.01634504310786724, + "vlm_yes_no_margin": 4.825, + "vlm_token_credit": -0.01634504310786724, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from a slight upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a chef with auburn hair in a bun wearing a white double-breasted chef's jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the chef's lower body transforming into a large, pale yellow block of butter with a waxy, translucent texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single key light from the upper left casting deep shadows on a dark textured background wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the transformation show the butter spreading upward, making the jacket and skin waxy and translucent with an internal glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.042708564549684525 + ], + "opposite_logprob_tokens": [ + -3.2927086353302 + ], + "logprob_reward": -0.042708564549684525, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.042708564549684525, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10247081518173218, + 0.5498429536819458, + 0.03483318164944649, + 0.03215807303786278, + 0.08372048288583755, + 0.029257675632834435, + 0.089638851583004, + 0.01770292967557907, + 0.034643739461898804, + 0.025731246918439865 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.042708564549684525 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from a slight upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a chef with auburn hair in a bun wearing a white double-breasted chef's jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the chef's lower body transforming into a large, pale yellow block of butter with a waxy, translucent texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single key light from the upper left casting deep shadows on a dark textured background wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the transformation show the butter spreading upward, making the jacket and skin waxy and translucent with an internal glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008659076876938343 + ], + "opposite_logprob_tokens": [ + -4.7586588859558105 + ], + "logprob_reward": -0.008659076876938343, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008659076876938343, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.048543475568294525, + 0.6557708382606506, + 0.021329365670681, + 0.06363888829946518, + 0.011599628254771233, + 0.027509182691574097, + 0.07276996225118637, + 0.0305644441395998, + 0.04031183943152428, + 0.02796243503689766 + ], + "top_frames": [ + 1, + 6, + 3 + ], + "selected_reward": -0.008659076876938343 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from a slight upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a chef with auburn hair in a bun wearing a white double-breasted chef's jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the chef's lower body transforming into a large, pale yellow block of butter with a waxy, translucent texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single key light from the upper left casting deep shadows on a dark textured background wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the transformation show the butter spreading upward, making the jacket and skin waxy and translucent with an internal glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015175743028521538 + ], + "opposite_logprob_tokens": [ + -6.5015177726745605 + ], + "logprob_reward": -0.0015175743028521538, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015175743028521538, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02663174271583557, + 0.5375658869743347, + 0.11263063549995422, + 0.0363178513944149, + 0.01564745604991913, + 0.01749246194958687, + 0.12364470958709717, + 0.05594971030950546, + 0.014134828932583332, + 0.0599847249686718 + ], + "top_frames": [ + 1, + 6, + 2 + ], + "selected_reward": -0.0015175743028521538 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from a slight upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a chef with auburn hair in a bun wearing a white double-breasted chef's jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the chef's lower body transforming into a large, pale yellow block of butter with a waxy, translucent texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single key light from the upper left casting deep shadows on a dark textured background wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the transformation show the butter spreading upward, making the jacket and skin waxy and translucent with an internal glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026352813467383385 + ], + "opposite_logprob_tokens": [ + -3.651352882385254 + ], + "logprob_reward": -0.026352813467383385, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026352813467383385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.019629979506134987, + 0.2179994434118271, + 0.3525618314743042, + 0.05413753166794777, + 0.04158531874418259, + 0.022226424887776375, + 0.17714449763298035, + 0.06569446623325348, + 0.0354766808450222, + 0.013543842360377312 + ], + "top_frames": [ + 2, + 1, + 6 + ], + "selected_reward": -0.026352813467383385 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from a slight upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a chef with auburn hair in a bun wearing a white double-breasted chef's jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the chef's lower body transforming into a large, pale yellow block of butter with a waxy, translucent texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single key light from the upper left casting deep shadows on a dark textured background wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the transformation show the butter spreading upward, making the jacket and skin waxy and translucent with an internal glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024871863424777985 + ], + "opposite_logprob_tokens": [ + -6.0024871826171875 + ], + "logprob_reward": -0.0024871863424777985, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024871863424777985, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.036033183336257935, + 0.29675447940826416, + 0.038178179413080215, + 0.024313481524586678, + 0.05503606051206589, + 0.015397826209664345, + 0.3383634090423584, + 0.061439476907253265, + 0.03368605673313141, + 0.1007978543639183 + ], + "top_frames": [ + 6, + 1, + 9 + ], + "selected_reward": -0.0024871863424777985 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a steady medium shot, shot from a slight upward angle, a butcher's chef's body undergoes a surreal transformation, bathed in Annie Leibovitz's signature dramatic light and shadow. A single, powerful key light, emanating from the upper left of the frame, precisely sculpts the figure's silhouette and casts deep, soft shadows on the dark, textured, seamless background wall behind her. The chef, her auburn hair, lightly dusted with flour, is casually pulled back in a bun, and her face, with a serene yet resolute expression, gazes directly into the camera. Her upper body retains its human form, clad in a starched white, double-breasted chef's jacket, but from the waist down, her body has completely solidified and fused into a vast, sharp-edged block of pale yellow butter. This transformation slowly spreads upward, as the jacket's fabric and skin gradually become waxy and translucent, as if slowly absorbed by the buttery substance. Light penetrates the transforming parts of her arms and torso, creating an eerie yet beautiful internal glow, hinting at the dissolving of the underlying structure. This massive block of butter, smooth yet imperfect, exhibits an organic, uneven, translucent texture. Strong light creates highlights, while its immense mass casts deep shadows on the dark, polished concrete floor. The painting's tone is cold and solemn, creating an atmosphere both eerie and imbued with the quiet beauty of classical portraiture, capturing a slow, irreversible, and visually striking process.", + "seed": 3654, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_6/index_4828_seed_3654_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.01689630022738129, + "vlm_logprob": -0.01689630022738129, + "vlm_yes_no_margin": 4.775, + "vlm_token_credit": -0.01689630022738129, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from a slight upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a chef with auburn hair in a bun wearing a white double-breasted chef's jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the chef's lower body transforming into a large, pale yellow block of butter with a waxy, translucent texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single key light from the upper left casting deep shadows on a dark textured background wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the transformation show the butter spreading upward, making the jacket and skin waxy and translucent with an internal glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.045648280531167984 + ], + "opposite_logprob_tokens": [ + -3.2956483364105225 + ], + "logprob_reward": -0.045648280531167984, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.045648280531167984, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21419061720371246, + 0.0725509524345398, + 0.09560787677764893, + 0.32359182834625244, + 0.054166652262210846, + 0.050528787076473236, + 0.06233200058341026, + 0.03123498521745205, + 0.0695822462439537, + 0.02621411345899105 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.045648280531167984 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from a slight upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a chef with auburn hair in a bun wearing a white double-breasted chef's jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the chef's lower body transforming into a large, pale yellow block of butter with a waxy, translucent texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single key light from the upper left casting deep shadows on a dark textured background wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the transformation show the butter spreading upward, making the jacket and skin waxy and translucent with an internal glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008666522800922394 + ], + "opposite_logprob_tokens": [ + -4.758666515350342 + ], + "logprob_reward": -0.008666522800922394, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008666522800922394, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23964951932430267, + 0.16288262605667114, + 0.09038332104682922, + 0.11537589132785797, + 0.05270944908261299, + 0.09867701679468155, + 0.053985483944416046, + 0.06618829816579819, + 0.0417620912194252, + 0.07838627696037292 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.008666522800922394 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from a slight upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a chef with auburn hair in a bun wearing a white double-breasted chef's jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the chef's lower body transforming into a large, pale yellow block of butter with a waxy, translucent texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single key light from the upper left casting deep shadows on a dark textured background wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the transformation show the butter spreading upward, making the jacket and skin waxy and translucent with an internal glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009248746791854501 + ], + "opposite_logprob_tokens": [ + -7.000925064086914 + ], + "logprob_reward": -0.0009248746791854501, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009248746791854501, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20778517425060272, + 0.05061560496687889, + 0.05056123808026314, + 0.16437122225761414, + 0.05821385234594345, + 0.08655808866024017, + 0.11311397701501846, + 0.08280572295188904, + 0.08919873088598251, + 0.09677635133266449 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.0009248746791854501 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from a slight upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a chef with auburn hair in a bun wearing a white double-breasted chef's jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the chef's lower body transforming into a large, pale yellow block of butter with a waxy, translucent texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single key light from the upper left casting deep shadows on a dark textured background wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the transformation show the butter spreading upward, making the jacket and skin waxy and translucent with an internal glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023297274485230446 + ], + "opposite_logprob_tokens": [ + -3.7732973098754883 + ], + "logprob_reward": -0.023297274485230446, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023297274485230446, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21936386823654175, + 0.2102467566728592, + 0.2751833498477936, + 0.057680368423461914, + 0.07033518701791763, + 0.03210511803627014, + 0.03742140904068947, + 0.02940443530678749, + 0.037745214998722076, + 0.030514368787407875 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.023297274485230446 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from a slight upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a chef with auburn hair in a bun wearing a white double-breasted chef's jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the chef's lower body transforming into a large, pale yellow block of butter with a waxy, translucent texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single key light from the upper left casting deep shadows on a dark textured background wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the transformation show the butter spreading upward, making the jacket and skin waxy and translucent with an internal glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005944548640400171 + ], + "opposite_logprob_tokens": [ + -5.130944728851318 + ], + "logprob_reward": -0.005944548640400171, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005944548640400171, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1770327389240265, + 0.05235094204545021, + 0.04935465008020401, + 0.08923682570457458, + 0.03801897540688515, + 0.15359310805797577, + 0.08850333094596863, + 0.05412422493100166, + 0.16930709779262543, + 0.12847819924354553 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.005944548640400171 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a steady medium shot, shot from a slight upward angle, a butcher's chef's body undergoes a surreal transformation, bathed in Annie Leibovitz's signature dramatic light and shadow. A single, powerful key light, emanating from the upper left of the frame, precisely sculpts the figure's silhouette and casts deep, soft shadows on the dark, textured, seamless background wall behind her. The chef, her auburn hair, lightly dusted with flour, is casually pulled back in a bun, and her face, with a serene yet resolute expression, gazes directly into the camera. Her upper body retains its human form, clad in a starched white, double-breasted chef's jacket, but from the waist down, her body has completely solidified and fused into a vast, sharp-edged block of pale yellow butter. This transformation slowly spreads upward, as the jacket's fabric and skin gradually become waxy and translucent, as if slowly absorbed by the buttery substance. Light penetrates the transforming parts of her arms and torso, creating an eerie yet beautiful internal glow, hinting at the dissolving of the underlying structure. This massive block of butter, smooth yet imperfect, exhibits an organic, uneven, translucent texture. Strong light creates highlights, while its immense mass casts deep shadows on the dark, polished concrete floor. The painting's tone is cold and solemn, creating an atmosphere both eerie and imbued with the quiet beauty of classical portraiture, capturing a slow, irreversible, and visually striking process.", + "seed": 3655, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_6/index_4828_seed_3655_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.018398828944191335, + "vlm_logprob": -0.018398828944191335, + "vlm_yes_no_margin": 4.65, + "vlm_token_credit": -0.018398828944191335, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from a slight upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a chef with auburn hair in a bun wearing a white double-breasted chef's jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the chef's lower body transforming into a large, pale yellow block of butter with a waxy, translucent texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single key light from the upper left casting deep shadows on a dark textured background wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the transformation show the butter spreading upward, making the jacket and skin waxy and translucent with an internal glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05527086183428764 + ], + "opposite_logprob_tokens": [ + -3.0552709102630615 + ], + "logprob_reward": -0.05527086183428764, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.05527086183428764, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29922783374786377, + 0.17167282104492188, + 0.17203792929649353, + 0.12848545610904694, + 0.052100565284490585, + 0.06106949225068092, + 0.04441367834806442, + 0.03124849870800972, + 0.026853980496525764, + 0.012889829464256763 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.05527086183428764 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from a slight upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a chef with auburn hair in a bun wearing a white double-breasted chef's jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the chef's lower body transforming into a large, pale yellow block of butter with a waxy, translucent texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single key light from the upper left casting deep shadows on a dark textured background wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the transformation show the butter spreading upward, making the jacket and skin waxy and translucent with an internal glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005972633603960276 + ], + "opposite_logprob_tokens": [ + -5.130972862243652 + ], + "logprob_reward": -0.005972633603960276, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005972633603960276, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2759385108947754, + 0.12321648746728897, + 0.05620193108916283, + 0.1410510540008545, + 0.15585924685001373, + 0.05529460683465004, + 0.090853251516819, + 0.03501621633768082, + 0.03486422821879387, + 0.03170451521873474 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.005972633603960276 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from a slight upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a chef with auburn hair in a bun wearing a white double-breasted chef's jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the chef's lower body transforming into a large, pale yellow block of butter with a waxy, translucent texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single key light from the upper left casting deep shadows on a dark textured background wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the transformation show the butter spreading upward, making the jacket and skin waxy and translucent with an internal glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015186455566436052 + ], + "opposite_logprob_tokens": [ + -6.501518726348877 + ], + "logprob_reward": -0.0015186455566436052, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015186455566436052, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1279650777578354, + 0.07870712131261826, + 0.05078800767660141, + 0.1609998494386673, + 0.15130598843097687, + 0.10810524225234985, + 0.09041827917098999, + 0.06217348948121071, + 0.1084861010313034, + 0.061050839722156525 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.0015186455566436052 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from a slight upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a chef with auburn hair in a bun wearing a white double-breasted chef's jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the chef's lower body transforming into a large, pale yellow block of butter with a waxy, translucent texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single key light from the upper left casting deep shadows on a dark textured background wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the transformation show the butter spreading upward, making the jacket and skin waxy and translucent with an internal glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0205958541482687 + ], + "opposite_logprob_tokens": [ + -3.8955957889556885 + ], + "logprob_reward": -0.0205958541482687, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.0205958541482687, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5001461505889893, + 0.0732511430978775, + 0.06453113257884979, + 0.1461750864982605, + 0.045657359063625336, + 0.04468679800629616, + 0.04079664871096611, + 0.040337033569812775, + 0.021022606641054153, + 0.023396022617816925 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.0205958541482687 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from a slight upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a chef with auburn hair in a bun wearing a white double-breasted chef's jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the chef's lower body transforming into a large, pale yellow block of butter with a waxy, translucent texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single key light from the upper left casting deep shadows on a dark textured background wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the transformation show the butter spreading upward, making the jacket and skin waxy and translucent with an internal glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00863614957779646 + ], + "opposite_logprob_tokens": [ + -4.758635997772217 + ], + "logprob_reward": -0.00863614957779646, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00863614957779646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19672663509845734, + 0.030787119641900063, + 0.03989773616194725, + 0.18378987908363342, + 0.15066948533058167, + 0.12519732117652893, + 0.06998394429683685, + 0.06919493526220322, + 0.060339976102113724, + 0.07341302931308746 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.00863614957779646 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a steady medium shot, shot from a slight upward angle, a butcher's chef's body undergoes a surreal transformation, bathed in Annie Leibovitz's signature dramatic light and shadow. A single, powerful key light, emanating from the upper left of the frame, precisely sculpts the figure's silhouette and casts deep, soft shadows on the dark, textured, seamless background wall behind her. The chef, her auburn hair, lightly dusted with flour, is casually pulled back in a bun, and her face, with a serene yet resolute expression, gazes directly into the camera. Her upper body retains its human form, clad in a starched white, double-breasted chef's jacket, but from the waist down, her body has completely solidified and fused into a vast, sharp-edged block of pale yellow butter. This transformation slowly spreads upward, as the jacket's fabric and skin gradually become waxy and translucent, as if slowly absorbed by the buttery substance. Light penetrates the transforming parts of her arms and torso, creating an eerie yet beautiful internal glow, hinting at the dissolving of the underlying structure. This massive block of butter, smooth yet imperfect, exhibits an organic, uneven, translucent texture. Strong light creates highlights, while its immense mass casts deep shadows on the dark, polished concrete floor. The painting's tone is cold and solemn, creating an atmosphere both eerie and imbued with the quiet beauty of classical portraiture, capturing a slow, irreversible, and visually striking process.", + "seed": 3656, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_6/index_4828_seed_3656_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.025423018750734626, + "vlm_logprob": -0.025423018750734626, + "vlm_yes_no_margin": 4.775, + "vlm_token_credit": -0.025423018750734626, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from a slight upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a chef with auburn hair in a bun wearing a white double-breasted chef's jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the chef's lower body transforming into a large, pale yellow block of butter with a waxy, translucent texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single key light from the upper left casting deep shadows on a dark textured background wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the transformation show the butter spreading upward, making the jacket and skin waxy and translucent with an internal glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07654420286417007 + ], + "opposite_logprob_tokens": [ + -2.7015442848205566 + ], + "logprob_reward": -0.07654420286417007, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07654420286417007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12632663547992706, + 0.08850523084402084, + 0.37856659293174744, + 0.04282490909099579, + 0.03931978717446327, + 0.04004666209220886, + 0.08754520118236542, + 0.08965613692998886, + 0.05277072265744209, + 0.054438136518001556 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.07654420286417007 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from a slight upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a chef with auburn hair in a bun wearing a white double-breasted chef's jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the chef's lower body transforming into a large, pale yellow block of butter with a waxy, translucent texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single key light from the upper left casting deep shadows on a dark textured background wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the transformation show the butter spreading upward, making the jacket and skin waxy and translucent with an internal glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005273598246276379 + ], + "opposite_logprob_tokens": [ + -5.255273818969727 + ], + "logprob_reward": -0.005273598246276379, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005273598246276379, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23010411858558655, + 0.11205466091632843, + 0.07295078784227371, + 0.046920791268348694, + 0.0740349292755127, + 0.05745748057961464, + 0.125136598944664, + 0.1087741106748581, + 0.11191623657941818, + 0.06065025553107262 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.005273598246276379 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from a slight upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a chef with auburn hair in a bun wearing a white double-breasted chef's jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the chef's lower body transforming into a large, pale yellow block of butter with a waxy, translucent texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single key light from the upper left casting deep shadows on a dark textured background wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the transformation show the butter spreading upward, making the jacket and skin waxy and translucent with an internal glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0004419303731992841 + ], + "opposite_logprob_tokens": [ + -7.750442028045654 + ], + "logprob_reward": -0.0004419303731992841, + "yes_no_margin_reward": 7.75, + "token_credit_reward": -0.0004419303731992841, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07026546448469162, + 0.08056116104125977, + 0.13546985387802124, + 0.03518674895167351, + 0.10118144750595093, + 0.18302157521247864, + 0.1000005379319191, + 0.10933757573366165, + 0.12009911239147186, + 0.06487655639648438 + ], + "top_frames": [ + 5, + 2, + 8 + ], + "selected_reward": -0.0004419303731992841 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from a slight upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a chef with auburn hair in a bun wearing a white double-breasted chef's jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the chef's lower body transforming into a large, pale yellow block of butter with a waxy, translucent texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single key light from the upper left casting deep shadows on a dark textured background wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the transformation show the butter spreading upward, making the jacket and skin waxy and translucent with an internal glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812059387564659 + ], + "opposite_logprob_tokens": [ + -3.2881205081939697 + ], + "logprob_reward": -0.03812059387564659, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812059387564659, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09662744402885437, + 0.055292803794145584, + 0.5799733400344849, + 0.028100423514842987, + 0.03283929079771042, + 0.04540940374135971, + 0.029206352308392525, + 0.07508692145347595, + 0.025467000901699066, + 0.03199705481529236 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.03812059387564659 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from a slight upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a chef with auburn hair in a bun wearing a white double-breasted chef's jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the chef's lower body transforming into a large, pale yellow block of butter with a waxy, translucent texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single key light from the upper left casting deep shadows on a dark textured background wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the transformation show the butter spreading upward, making the jacket and skin waxy and translucent with an internal glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006734768394380808 + ], + "opposite_logprob_tokens": [ + -5.006734848022461 + ], + "logprob_reward": -0.006734768394380808, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006734768394380808, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07760731875896454, + 0.04435303434729576, + 0.17392408847808838, + 0.05486726388335228, + 0.06053474172949791, + 0.1050802618265152, + 0.11466200649738312, + 0.1803177297115326, + 0.1146896630525589, + 0.07396390289068222 + ], + "top_frames": [ + 7, + 2, + 8 + ], + "selected_reward": -0.006734768394380808 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_7/index_tensor([3927, 3927])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_7/index_tensor([3927, 3927])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8dd8660b478872c77e5a267580eec023a045de2f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_7/index_tensor([3927, 3927])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle tracking shot glides steadily along an empty athletics track, capturing a mesmerizing and surreal spectacle. A dense, writhing mass of snakes flows endlessly across the frame, their bodies a chaotic yet unified riot of vibrant, jewel-toned colors—emerald green, sapphire blue, and amethyst purple. In the harsh, direct midday sun, their scales take on a breathtaking iridescence, shimmering with a liquid, rainbow sheen that shifts and shimmers with every sinuous ripple of their motion. They glide hypnotically over the painted white lines of the track, their sleek, muscular forms contrasting sharply with the richly textured reddish-brown rubber surface. The bright sunlight casts sharp, dark, and complex shadows across the undulating mass, accentuating the three-dimensional form of each intertwining snake. In the background, the empty stadium stands softly fall out of focus, intensifying the scene's profound emptiness and surreal isolation. The overall atmosphere is mesmerizing: a beautiful yet unsettling dreamscape where the natural world strangely encroaches upon the structured human environment.", + "seed": 18865, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_7/index_3927_seed_18865_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.10108951414003968, + "vlm_logprob": -0.10108951414003968, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.10108951414003968, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a steady tracking shot along an empty athletics track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dense mass of snakes flowing across the frame with vibrant jewel-toned colors (emerald green, sapphire blue, and amethyst purple)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snakes gliding over the painted white lines of a reddish-brown rubber track surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background showing empty stadium stands that are out of focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28774672746658325 + ], + "opposite_logprob_tokens": [ + -1.5377466678619385 + ], + "logprob_reward": -0.28774672746658325, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.28774672746658325, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3204692006111145, + 0.029363060370087624, + 0.08438806235790253, + 0.13211147487163544, + 0.07745746523141861, + 0.08992603421211243, + 0.10698873549699783, + 0.04359670355916023, + 0.01379731111228466, + 0.10190192610025406 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.28774672746658325 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a steady tracking shot along an empty athletics track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dense mass of snakes flowing across the frame with vibrant jewel-toned colors (emerald green, sapphire blue, and amethyst purple)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snakes gliding over the painted white lines of a reddish-brown rubber track surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background showing empty stadium stands that are out of focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16037775576114655 + ], + "opposite_logprob_tokens": [ + -1.9103777408599854 + ], + "logprob_reward": -0.16037775576114655, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16037775576114655, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2251538336277008, + 0.03636825829744339, + 0.11714677512645721, + 0.03982016444206238, + 0.09160182625055313, + 0.043040744960308075, + 0.20201456546783447, + 0.05977044999599457, + 0.08580341190099716, + 0.09927999973297119 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.16037775576114655 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a steady tracking shot along an empty athletics track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dense mass of snakes flowing across the frame with vibrant jewel-toned colors (emerald green, sapphire blue, and amethyst purple)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snakes gliding over the painted white lines of a reddish-brown rubber track surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background showing empty stadium stands that are out of focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011080164462327957 + ], + "opposite_logprob_tokens": [ + -4.511080265045166 + ], + "logprob_reward": -0.011080164462327957, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011080164462327957, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08476950228214264, + 0.019328195601701736, + 0.21619664132595062, + 0.05192245543003082, + 0.07084207981824875, + 0.029325157403945923, + 0.19123438000679016, + 0.028001688420772552, + 0.026339970529079437, + 0.2820398509502411 + ], + "top_frames": [ + 9, + 2, + 6 + ], + "selected_reward": -0.011080164462327957 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a steady tracking shot along an empty athletics track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dense mass of snakes flowing across the frame with vibrant jewel-toned colors (emerald green, sapphire blue, and amethyst purple)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snakes gliding over the painted white lines of a reddish-brown rubber track surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background showing empty stadium stands that are out of focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031918552704155445 + ], + "opposite_logprob_tokens": [ + -5.753191947937012 + ], + "logprob_reward": -0.0031918552704155445, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031918552704155445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16656304895877838, + 0.023270653560757637, + 0.2125309407711029, + 0.12891939282417297, + 0.17524804174900055, + 0.030708875507116318, + 0.17606541514396667, + 0.008796455338597298, + 0.02132953517138958, + 0.05656760558485985 + ], + "top_frames": [ + 2, + 6, + 4 + ], + "selected_reward": -0.0031918552704155445 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a steady tracking shot along an empty athletics track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dense mass of snakes flowing across the frame with vibrant jewel-toned colors (emerald green, sapphire blue, and amethyst purple)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snakes gliding over the painted white lines of a reddish-brown rubber track surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background showing empty stadium stands that are out of focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305106773972511 + ], + "opposite_logprob_tokens": [ + -3.16805100440979 + ], + "logprob_reward": -0.04305106773972511, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305106773972511, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17674583196640015, + 0.1273043155670166, + 0.09903164207935333, + 0.15146459639072418, + 0.06230432540178299, + 0.02973773702979088, + 0.21134614944458008, + 0.04469146952033043, + 0.016347628086805344, + 0.08102631568908691 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.04305106773972511 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle tracking shot glides steadily along an empty athletics track, capturing a mesmerizing and surreal spectacle. A dense, writhing mass of snakes flows endlessly across the frame, their bodies a chaotic yet unified riot of vibrant, jewel-toned colors—emerald green, sapphire blue, and amethyst purple. In the harsh, direct midday sun, their scales take on a breathtaking iridescence, shimmering with a liquid, rainbow sheen that shifts and shimmers with every sinuous ripple of their motion. They glide hypnotically over the painted white lines of the track, their sleek, muscular forms contrasting sharply with the richly textured reddish-brown rubber surface. The bright sunlight casts sharp, dark, and complex shadows across the undulating mass, accentuating the three-dimensional form of each intertwining snake. In the background, the empty stadium stands softly fall out of focus, intensifying the scene's profound emptiness and surreal isolation. The overall atmosphere is mesmerizing: a beautiful yet unsettling dreamscape where the natural world strangely encroaches upon the structured human environment.", + "seed": 18866, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_7/index_3927_seed_18866_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.055138387554325166, + "vlm_logprob": -0.055138387554325166, + "vlm_yes_no_margin": 3.675, + "vlm_token_credit": -0.055138387554325166, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a steady tracking shot along an empty athletics track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dense mass of snakes flowing across the frame with vibrant jewel-toned colors (emerald green, sapphire blue, and amethyst purple)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snakes gliding over the painted white lines of a reddish-brown rubber track surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background showing empty stadium stands that are out of focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12065856903791428 + ], + "opposite_logprob_tokens": [ + -2.4956586360931396 + ], + "logprob_reward": -0.12065856903791428, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.12065856903791428, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24024997651576996, + 0.07827649265527725, + 0.3207550048828125, + 0.036117106676101685, + 0.02441812865436077, + 0.014455663971602917, + 0.07353413850069046, + 0.1418229192495346, + 0.04671246185898781, + 0.02365810051560402 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.12065856903791428 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a steady tracking shot along an empty athletics track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dense mass of snakes flowing across the frame with vibrant jewel-toned colors (emerald green, sapphire blue, and amethyst purple)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snakes gliding over the painted white lines of a reddish-brown rubber track surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background showing empty stadium stands that are out of focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899417728185654 + ], + "opposite_logprob_tokens": [ + -2.5789942741394043 + ], + "logprob_reward": -0.07899417728185654, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899417728185654, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10106538981199265, + 0.0996580496430397, + 0.12510427832603455, + 0.16576141119003296, + 0.08485116809606552, + 0.028989054262638092, + 0.06859920918941498, + 0.1709364503622055, + 0.1289297491312027, + 0.0261052455753088 + ], + "top_frames": [ + 7, + 3, + 8 + ], + "selected_reward": -0.07899417728185654 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a steady tracking shot along an empty athletics track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dense mass of snakes flowing across the frame with vibrant jewel-toned colors (emerald green, sapphire blue, and amethyst purple)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snakes gliding over the painted white lines of a reddish-brown rubber track surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background showing empty stadium stands that are out of focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026349445804953575 + ], + "opposite_logprob_tokens": [ + -3.6513495445251465 + ], + "logprob_reward": -0.026349445804953575, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026349445804953575, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04134659096598625, + 0.3223860561847687, + 0.06147359311580658, + 0.13773630559444427, + 0.0654418021440506, + 0.02475510910153389, + 0.11224193125963211, + 0.06749847531318665, + 0.1219974234700203, + 0.04512270539999008 + ], + "top_frames": [ + 1, + 3, + 8 + ], + "selected_reward": -0.026349445804953575 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a steady tracking shot along an empty athletics track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dense mass of snakes flowing across the frame with vibrant jewel-toned colors (emerald green, sapphire blue, and amethyst purple)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snakes gliding over the painted white lines of a reddish-brown rubber track surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background showing empty stadium stands that are out of focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010408704401925206 + ], + "opposite_logprob_tokens": [ + -6.876040935516357 + ], + "logprob_reward": -0.0010408704401925206, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010408704401925206, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1973104476928711, + 0.13509726524353027, + 0.11471398919820786, + 0.12411495298147202, + 0.032088954001665115, + 0.03348766267299652, + 0.11216685175895691, + 0.10799571126699448, + 0.08479295670986176, + 0.058231208473443985 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.0010408704401925206 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a steady tracking shot along an empty athletics track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dense mass of snakes flowing across the frame with vibrant jewel-toned colors (emerald green, sapphire blue, and amethyst purple)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snakes gliding over the painted white lines of a reddish-brown rubber track surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background showing empty stadium stands that are out of focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864887520670891 + ], + "opposite_logprob_tokens": [ + -3.0486488342285156 + ], + "logprob_reward": -0.04864887520670891, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864887520670891, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.026357710361480713, + 0.03298023343086243, + 0.35979005694389343, + 0.029908454045653343, + 0.021493444219231606, + 0.041444242000579834, + 0.34476467967033386, + 0.04810702055692673, + 0.034612592309713364, + 0.0605415478348732 + ], + "top_frames": [ + 2, + 6, + 9 + ], + "selected_reward": -0.04864887520670891 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle tracking shot glides steadily along an empty athletics track, capturing a mesmerizing and surreal spectacle. A dense, writhing mass of snakes flows endlessly across the frame, their bodies a chaotic yet unified riot of vibrant, jewel-toned colors—emerald green, sapphire blue, and amethyst purple. In the harsh, direct midday sun, their scales take on a breathtaking iridescence, shimmering with a liquid, rainbow sheen that shifts and shimmers with every sinuous ripple of their motion. They glide hypnotically over the painted white lines of the track, their sleek, muscular forms contrasting sharply with the richly textured reddish-brown rubber surface. The bright sunlight casts sharp, dark, and complex shadows across the undulating mass, accentuating the three-dimensional form of each intertwining snake. In the background, the empty stadium stands softly fall out of focus, intensifying the scene's profound emptiness and surreal isolation. The overall atmosphere is mesmerizing: a beautiful yet unsettling dreamscape where the natural world strangely encroaches upon the structured human environment.", + "seed": 18867, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_7/index_3927_seed_18867_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.12001231391914188, + "vlm_logprob": -0.12001231391914188, + "vlm_yes_no_margin": 3.2249999761581423, + "vlm_token_credit": -0.12001231391914188, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a steady tracking shot along an empty athletics track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dense mass of snakes flowing across the frame with vibrant jewel-toned colors (emerald green, sapphire blue, and amethyst purple)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snakes gliding over the painted white lines of a reddish-brown rubber track surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background showing empty stadium stands that are out of focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.15772400796413422 + ], + "opposite_logprob_tokens": [ + -2.157723903656006 + ], + "logprob_reward": -0.15772400796413422, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.15772400796413422, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06796439737081528, + 0.02827223762869835, + 0.07957404106855392, + 0.029544055461883545, + 0.02799816243350506, + 0.03627181798219681, + 0.023181162774562836, + 0.05288693308830261, + 0.32064709067344666, + 0.33366015553474426 + ], + "top_frames": [ + 9, + 8, + 2 + ], + "selected_reward": -0.15772400796413422 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a steady tracking shot along an empty athletics track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dense mass of snakes flowing across the frame with vibrant jewel-toned colors (emerald green, sapphire blue, and amethyst purple)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snakes gliding over the painted white lines of a reddish-brown rubber track surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background showing empty stadium stands that are out of focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.387046217918396 + ], + "opposite_logprob_tokens": [ + -1.137046217918396 + ], + "logprob_reward": -0.387046217918396, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.387046217918396, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14442864060401917, + 0.07340487092733383, + 0.14425045251846313, + 0.10369422286748886, + 0.03567392751574516, + 0.1772005558013916, + 0.0662895143032074, + 0.08503073453903198, + 0.08484984189271927, + 0.08517720550298691 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.387046217918396 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a steady tracking shot along an empty athletics track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dense mass of snakes flowing across the frame with vibrant jewel-toned colors (emerald green, sapphire blue, and amethyst purple)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snakes gliding over the painted white lines of a reddish-brown rubber track surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background showing empty stadium stands that are out of focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023299837484955788 + ], + "opposite_logprob_tokens": [ + -3.7732999324798584 + ], + "logprob_reward": -0.023299837484955788, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023299837484955788, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09671669453382492, + 0.06952957063913345, + 0.052184198051691055, + 0.055401939898729324, + 0.047103554010391235, + 0.10580862313508987, + 0.04976654052734375, + 0.0666918009519577, + 0.18299631774425507, + 0.2738007605075836 + ], + "top_frames": [ + 9, + 8, + 5 + ], + "selected_reward": -0.023299837484955788 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a steady tracking shot along an empty athletics track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dense mass of snakes flowing across the frame with vibrant jewel-toned colors (emerald green, sapphire blue, and amethyst purple)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snakes gliding over the painted white lines of a reddish-brown rubber track surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background showing empty stadium stands that are out of focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021972341928631067 + ], + "opposite_logprob_tokens": [ + -6.127197265625 + ], + "logprob_reward": -0.0021972341928631067, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021972341928631067, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06587566435337067, + 0.04398004338145256, + 0.10296367853879929, + 0.029700838029384613, + 0.01826261170208454, + 0.049912385642528534, + 0.055585455149412155, + 0.05963672325015068, + 0.4015011489391327, + 0.1725815087556839 + ], + "top_frames": [ + 8, + 9, + 2 + ], + "selected_reward": -0.0021972341928631067 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a steady tracking shot along an empty athletics track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dense mass of snakes flowing across the frame with vibrant jewel-toned colors (emerald green, sapphire blue, and amethyst purple)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snakes gliding over the painted white lines of a reddish-brown rubber track surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background showing empty stadium stands that are out of focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029794272035360336 + ], + "opposite_logprob_tokens": [ + -3.529794216156006 + ], + "logprob_reward": -0.029794272035360336, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029794272035360336, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2838002145290375, + 0.04414026811718941, + 0.061949677765369415, + 0.05483804643154144, + 0.05205913260579109, + 0.08683779835700989, + 0.017697015777230263, + 0.03293852135539055, + 0.11449985206127167, + 0.25123944878578186 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.029794272035360336 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle tracking shot glides steadily along an empty athletics track, capturing a mesmerizing and surreal spectacle. A dense, writhing mass of snakes flows endlessly across the frame, their bodies a chaotic yet unified riot of vibrant, jewel-toned colors—emerald green, sapphire blue, and amethyst purple. In the harsh, direct midday sun, their scales take on a breathtaking iridescence, shimmering with a liquid, rainbow sheen that shifts and shimmers with every sinuous ripple of their motion. They glide hypnotically over the painted white lines of the track, their sleek, muscular forms contrasting sharply with the richly textured reddish-brown rubber surface. The bright sunlight casts sharp, dark, and complex shadows across the undulating mass, accentuating the three-dimensional form of each intertwining snake. In the background, the empty stadium stands softly fall out of focus, intensifying the scene's profound emptiness and surreal isolation. The overall atmosphere is mesmerizing: a beautiful yet unsettling dreamscape where the natural world strangely encroaches upon the structured human environment.", + "seed": 18868, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_7/index_3927_seed_18868_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.08080979464575648, + "vlm_logprob": -0.08080979464575648, + "vlm_yes_no_margin": 3.125, + "vlm_token_credit": -0.08080979464575648, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a steady tracking shot along an empty athletics track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dense mass of snakes flowing across the frame with vibrant jewel-toned colors (emerald green, sapphire blue, and amethyst purple)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snakes gliding over the painted white lines of a reddish-brown rubber track surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background showing empty stadium stands that are out of focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05146477371454239 + ], + "opposite_logprob_tokens": [ + -3.426464796066284 + ], + "logprob_reward": -0.05146477371454239, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.05146477371454239, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06419064104557037, + 0.036455605179071426, + 0.015503957867622375, + 0.01767151802778244, + 0.3178959786891937, + 0.03260829672217369, + 0.040258366614580154, + 0.20336320996284485, + 0.022892983630299568, + 0.24915947020053864 + ], + "top_frames": [ + 4, + 9, + 7 + ], + "selected_reward": -0.05146477371454239 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a steady tracking shot along an empty athletics track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dense mass of snakes flowing across the frame with vibrant jewel-toned colors (emerald green, sapphire blue, and amethyst purple)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snakes gliding over the painted white lines of a reddish-brown rubber track surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background showing empty stadium stands that are out of focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16037409007549286 + ], + "opposite_logprob_tokens": [ + -1.9103740453720093 + ], + "logprob_reward": -0.16037409007549286, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16037409007549286, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09564407169818878, + 0.06124667078256607, + 0.11746256053447723, + 0.021700620651245117, + 0.529232382774353, + 0.02355952374637127, + 0.04363834112882614, + 0.03450152650475502, + 0.01719260774552822, + 0.055821724236011505 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.16037409007549286 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a steady tracking shot along an empty athletics track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dense mass of snakes flowing across the frame with vibrant jewel-toned colors (emerald green, sapphire blue, and amethyst purple)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snakes gliding over the painted white lines of a reddish-brown rubber track surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background showing empty stadium stands that are out of focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08905920386314392 + ], + "opposite_logprob_tokens": [ + -2.4640591144561768 + ], + "logprob_reward": -0.08905920386314392, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08905920386314392, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05726248770952225, + 0.02628742903470993, + 0.06611602008342743, + 0.04685413837432861, + 0.6229172348976135, + 0.03355756402015686, + 0.053637128323316574, + 0.03313250467181206, + 0.012546108104288578, + 0.04768940806388855 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.08905920386314392 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a steady tracking shot along an empty athletics track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dense mass of snakes flowing across the frame with vibrant jewel-toned colors (emerald green, sapphire blue, and amethyst purple)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snakes gliding over the painted white lines of a reddish-brown rubber track surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background showing empty stadium stands that are out of focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028190179727971554 + ], + "opposite_logprob_tokens": [ + -5.877819061279297 + ], + "logprob_reward": -0.0028190179727971554, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028190179727971554, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06760268658399582, + 0.04423936456441879, + 0.06918080151081085, + 0.04444092884659767, + 0.6486521363258362, + 0.02661316655576229, + 0.03620520606637001, + 0.009573706425726414, + 0.008023940026760101, + 0.04546814411878586 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.0028190179727971554 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a steady tracking shot along an empty athletics track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dense mass of snakes flowing across the frame with vibrant jewel-toned colors (emerald green, sapphire blue, and amethyst purple)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snakes gliding over the painted white lines of a reddish-brown rubber track surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background showing empty stadium stands that are out of focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10033188760280609 + ], + "opposite_logprob_tokens": [ + -2.3503317832946777 + ], + "logprob_reward": -0.10033188760280609, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10033188760280609, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25447648763656616, + 0.07153045386075974, + 0.07469233125448227, + 0.047266602516174316, + 0.20846505463123322, + 0.035636402666568756, + 0.06125246733427048, + 0.09792491048574448, + 0.04860331490635872, + 0.10015203803777695 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.10033188760280609 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_8/index_tensor([3369, 3369])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_8/index_tensor([3369, 3369])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0aca88ea329e3f9ca34aec700e9b352725a252c2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_8/index_tensor([3369, 3369])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "cinematic macro close-up, captured with a static camera positioned at a slightly high angle, captures the scene within a stark, non-reflective black void. Three distinct streams of viscous, glossy liquid begin to flow into the frame: one a deep, arterial red; another a brilliant, pure white; and the third a rich, deep navy blue. They gracefully move in mesmerizing slow motion, swirling and tangling like thick enamel. The liquids gracefully intertwine, with the red and white streams forming parallel, undulating ribbons. Meanwhile, the navy blue liquid converges into a perfect rectangle in the upper left corner. As the liquids begin to solidify, their fluid motion steadily decelerates, and within the blue field, the white liquid meticulously forms fifty tiny, pointed stars. The entire composition gradually solidifies, solidifying into the dynamic, three-dimensional form of a fluttering American flag, its surface retaining a subtle, liquid-like sheen in the invisible breeze. Dramatic side lighting casts deep shadows within the flag's folds, highlighting its rich textures and making its vibrant colors pop against the absolute darkness, creating a majestic and magical atmosphere.", + "seed": 26214, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_8/index_3369_seed_26214_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.040513781318441036, + "vlm_logprob": -0.040513781318441036, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.040513781318441036, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a static, slightly high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three distinct streams of liquid visible: deep red, pure white, and deep navy blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the navy blue liquid converge into a perfect rectangle in the upper left corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the white liquid form fifty tiny, pointed stars within the blue field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final composition solidify into the form of a fluttering American flag?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06444860249757767 + ], + "opposite_logprob_tokens": [ + -2.939448595046997 + ], + "logprob_reward": -0.06444860249757767, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.06444860249757767, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0776265561580658, + 0.07240574806928635, + 0.15163972973823547, + 0.06504590064287186, + 0.0704173892736435, + 0.1290331929922104, + 0.09496886283159256, + 0.03971608355641365, + 0.17046645283699036, + 0.12868009507656097 + ], + "top_frames": [ + 8, + 2, + 5 + ], + "selected_reward": -0.06444860249757767 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a static, slightly high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three distinct streams of liquid visible: deep red, pure white, and deep navy blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the navy blue liquid converge into a perfect rectangle in the upper left corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the white liquid form fifty tiny, pointed stars within the blue field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final composition solidify into the form of a fluttering American flag?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0430886335670948 + ], + "opposite_logprob_tokens": [ + -3.168088674545288 + ], + "logprob_reward": -0.0430886335670948, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0430886335670948, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08210397511720657, + 0.07153021544218063, + 0.41546377539634705, + 0.027780139818787575, + 0.05353890731930733, + 0.05421192944049835, + 0.08181681483983994, + 0.12071676552295685, + 0.06249385327100754, + 0.030343636870384216 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.0430886335670948 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a static, slightly high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three distinct streams of liquid visible: deep red, pure white, and deep navy blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the navy blue liquid converge into a perfect rectangle in the upper left corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the white liquid form fifty tiny, pointed stars within the blue field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final composition solidify into the form of a fluttering American flag?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002104073762894 + ], + "opposite_logprob_tokens": [ + -2.695021152496338 + ], + "logprob_reward": -0.07002104073762894, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002104073762894, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07792987674474716, + 0.02921184152364731, + 0.24923764169216156, + 0.022540487349033356, + 0.19471347332000732, + 0.037009019404649734, + 0.08776179701089859, + 0.0340520404279232, + 0.2457389384508133, + 0.021804790943861008 + ], + "top_frames": [ + 2, + 8, + 4 + ], + "selected_reward": -0.07002104073762894 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a static, slightly high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three distinct streams of liquid visible: deep red, pure white, and deep navy blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the navy blue liquid converge into a perfect rectangle in the upper left corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the white liquid form fifty tiny, pointed stars within the blue field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final composition solidify into the form of a fluttering American flag?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023297391831874847 + ], + "opposite_logprob_tokens": [ + -3.7732973098754883 + ], + "logprob_reward": -0.023297391831874847, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023297391831874847, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12424721568822861, + 0.049299731850624084, + 0.16216112673282623, + 0.03342510387301445, + 0.07447653263807297, + 0.1354040801525116, + 0.12736232578754425, + 0.09560995548963547, + 0.1568475067615509, + 0.04116634652018547 + ], + "top_frames": [ + 2, + 8, + 5 + ], + "selected_reward": -0.023297391831874847 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a static, slightly high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three distinct streams of liquid visible: deep red, pure white, and deep navy blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the navy blue liquid converge into a perfect rectangle in the upper left corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the white liquid form fifty tiny, pointed stars within the blue field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final composition solidify into the form of a fluttering American flag?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017132379580289125 + ], + "opposite_logprob_tokens": [ + -6.376713275909424 + ], + "logprob_reward": -0.0017132379580289125, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017132379580289125, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07293153554201126, + 0.044804107397794724, + 0.04202995449304581, + 0.06457523256540298, + 0.06746584177017212, + 0.32470032572746277, + 0.19524651765823364, + 0.018620731309056282, + 0.03852134197950363, + 0.1311044543981552 + ], + "top_frames": [ + 5, + 6, + 9 + ], + "selected_reward": -0.0017132379580289125 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "cinematic macro close-up, captured with a static camera positioned at a slightly high angle, captures the scene within a stark, non-reflective black void. Three distinct streams of viscous, glossy liquid begin to flow into the frame: one a deep, arterial red; another a brilliant, pure white; and the third a rich, deep navy blue. They gracefully move in mesmerizing slow motion, swirling and tangling like thick enamel. The liquids gracefully intertwine, with the red and white streams forming parallel, undulating ribbons. Meanwhile, the navy blue liquid converges into a perfect rectangle in the upper left corner. As the liquids begin to solidify, their fluid motion steadily decelerates, and within the blue field, the white liquid meticulously forms fifty tiny, pointed stars. The entire composition gradually solidifies, solidifying into the dynamic, three-dimensional form of a fluttering American flag, its surface retaining a subtle, liquid-like sheen in the invisible breeze. Dramatic side lighting casts deep shadows within the flag's folds, highlighting its rich textures and making its vibrant colors pop against the absolute darkness, creating a majestic and magical atmosphere.", + "seed": 26215, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_8/index_3369_seed_26215_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.7226646542549133, + "vlm_logprob": -0.7226646542549133, + "vlm_yes_no_margin": 0.75, + "vlm_token_credit": -0.7226646542549133, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a static, slightly high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three distinct streams of liquid visible: deep red, pure white, and deep navy blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the navy blue liquid converge into a perfect rectangle in the upper left corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the white liquid form fifty tiny, pointed stars within the blue field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final composition solidify into the form of a fluttering American flag?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3956206738948822 + ], + "opposite_logprob_tokens": [ + -1.1456207036972046 + ], + "logprob_reward": -0.3956206738948822, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3956206738948822, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14058049023151398, + 0.13816508650779724, + 0.14341287314891815, + 0.08374419808387756, + 0.1823495477437973, + 0.12108498811721802, + 0.04560742899775505, + 0.08438949286937714, + 0.027565864846110344, + 0.03310008719563484 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.3956206738948822 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a static, slightly high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three distinct streams of liquid visible: deep red, pure white, and deep navy blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the navy blue liquid converge into a perfect rectangle in the upper left corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the white liquid form fifty tiny, pointed stars within the blue field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final composition solidify into the form of a fluttering American flag?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016108721494674683 + ], + "opposite_logprob_tokens": [ + -4.141108512878418 + ], + "logprob_reward": -0.016108721494674683, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016108721494674683, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10153060406446457, + 0.0697242021560669, + 0.075943723320961, + 0.13628967106342316, + 0.20741036534309387, + 0.15861865878105164, + 0.05103330314159393, + 0.04496355354785919, + 0.05082603543996811, + 0.10365989804267883 + ], + "top_frames": [ + 4, + 5, + 3 + ], + "selected_reward": -0.016108721494674683 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a static, slightly high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three distinct streams of liquid visible: deep red, pure white, and deep navy blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the navy blue liquid converge into a perfect rectangle in the upper left corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the white liquid form fifty tiny, pointed stars within the blue field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final composition solidify into the form of a fluttering American flag?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.2379164695739746 + ], + "opposite_logprob_tokens": [ + -0.11291637271642685 + ], + "logprob_reward": -2.2379164695739746, + "yes_no_margin_reward": -2.125, + "token_credit_reward": -2.2379164695739746, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07774606347084045, + 0.0812152624130249, + 0.06192820146679878, + 0.07859232276678085, + 0.3671615421772003, + 0.16437603533267975, + 0.05123847350478172, + 0.05624062195420265, + 0.029521852731704712, + 0.03197959065437317 + ], + "top_frames": [ + 4, + 5, + 1 + ], + "selected_reward": -2.2379164695739746 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a static, slightly high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three distinct streams of liquid visible: deep red, pure white, and deep navy blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the navy blue liquid converge into a perfect rectangle in the upper left corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the white liquid form fifty tiny, pointed stars within the blue field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final composition solidify into the form of a fluttering American flag?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5764385461807251 + ], + "opposite_logprob_tokens": [ + -0.8264385461807251 + ], + "logprob_reward": -0.5764385461807251, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5764385461807251, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14637380838394165, + 0.05911831557750702, + 0.07404682040214539, + 0.09600578993558884, + 0.2937512993812561, + 0.17366120219230652, + 0.03909062594175339, + 0.049504537135362625, + 0.03312623128294945, + 0.03532137721776962 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.5764385461807251 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a static, slightly high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three distinct streams of liquid visible: deep red, pure white, and deep navy blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the navy blue liquid converge into a perfect rectangle in the upper left corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the white liquid form fifty tiny, pointed stars within the blue field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final composition solidify into the form of a fluttering American flag?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38723886013031006 + ], + "opposite_logprob_tokens": [ + -1.13723886013031 + ], + "logprob_reward": -0.38723886013031006, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38723886013031006, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13180553913116455, + 0.07462510466575623, + 0.11029009521007538, + 0.08510365337133408, + 0.2100721001625061, + 0.12074819207191467, + 0.04489753767848015, + 0.07434999197721481, + 0.0759836807847023, + 0.07212413847446442 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.38723886013031006 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "cinematic macro close-up, captured with a static camera positioned at a slightly high angle, captures the scene within a stark, non-reflective black void. Three distinct streams of viscous, glossy liquid begin to flow into the frame: one a deep, arterial red; another a brilliant, pure white; and the third a rich, deep navy blue. They gracefully move in mesmerizing slow motion, swirling and tangling like thick enamel. The liquids gracefully intertwine, with the red and white streams forming parallel, undulating ribbons. Meanwhile, the navy blue liquid converges into a perfect rectangle in the upper left corner. As the liquids begin to solidify, their fluid motion steadily decelerates, and within the blue field, the white liquid meticulously forms fifty tiny, pointed stars. The entire composition gradually solidifies, solidifying into the dynamic, three-dimensional form of a fluttering American flag, its surface retaining a subtle, liquid-like sheen in the invisible breeze. Dramatic side lighting casts deep shadows within the flag's folds, highlighting its rich textures and making its vibrant colors pop against the absolute darkness, creating a majestic and magical atmosphere.", + "seed": 26216, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_8/index_3369_seed_26216_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08020594890695065, + "vlm_logprob": -0.08020594890695065, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.08020594890695065, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a static, slightly high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three distinct streams of liquid visible: deep red, pure white, and deep navy blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the navy blue liquid converge into a perfect rectangle in the upper left corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the white liquid form fifty tiny, pointed stars within the blue field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final composition solidify into the form of a fluttering American flag?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12456297874450684 + ], + "opposite_logprob_tokens": [ + -2.249562978744507 + ], + "logprob_reward": -0.12456297874450684, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.12456297874450684, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07744240760803223, + 0.07093802094459534, + 0.056366756558418274, + 0.060371171683073044, + 0.27496472001075745, + 0.06524072587490082, + 0.2729838192462921, + 0.05430356040596962, + 0.045338623225688934, + 0.022050201892852783 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.12456297874450684 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a static, slightly high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three distinct streams of liquid visible: deep red, pure white, and deep navy blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the navy blue liquid converge into a perfect rectangle in the upper left corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the white liquid form fifty tiny, pointed stars within the blue field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final composition solidify into the form of a fluttering American flag?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038131725043058395 + ], + "opposite_logprob_tokens": [ + -3.2881317138671875 + ], + "logprob_reward": -0.038131725043058395, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038131725043058395, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0792519673705101, + 0.030007993802428246, + 0.09082793444395065, + 0.02608933486044407, + 0.3088117241859436, + 0.04324273765087128, + 0.3307419419288635, + 0.038076579570770264, + 0.03148139268159866, + 0.02146844193339348 + ], + "top_frames": [ + 6, + 4, + 2 + ], + "selected_reward": -0.038131725043058395 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a static, slightly high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three distinct streams of liquid visible: deep red, pure white, and deep navy blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the navy blue liquid converge into a perfect rectangle in the upper left corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the white liquid form fifty tiny, pointed stars within the blue field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final composition solidify into the form of a fluttering American flag?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22554269433021545 + ], + "opposite_logprob_tokens": [ + -1.600542664527893 + ], + "logprob_reward": -0.22554269433021545, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22554269433021545, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21221360564231873, + 0.06948644667863846, + 0.03021162375807762, + 0.04022892564535141, + 0.07924183458089828, + 0.12366151064634323, + 0.3362002372741699, + 0.072325199842453, + 0.016279898583889008, + 0.0201506819576025 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.22554269433021545 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a static, slightly high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three distinct streams of liquid visible: deep red, pure white, and deep navy blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the navy blue liquid converge into a perfect rectangle in the upper left corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the white liquid form fifty tiny, pointed stars within the blue field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final composition solidify into the form of a fluttering American flag?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011078632436692715 + ], + "opposite_logprob_tokens": [ + -4.511078834533691 + ], + "logprob_reward": -0.011078632436692715, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011078632436692715, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21497873961925507, + 0.05463220924139023, + 0.05730348080396652, + 0.02031043916940689, + 0.2954028844833374, + 0.1514861285686493, + 0.11088522523641586, + 0.03970697149634361, + 0.019305747002363205, + 0.035988181829452515 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.011078632436692715 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a static, slightly high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three distinct streams of liquid visible: deep red, pure white, and deep navy blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the navy blue liquid converge into a perfect rectangle in the upper left corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the white liquid form fifty tiny, pointed stars within the blue field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final composition solidify into the form of a fluttering American flag?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017137139802798629 + ], + "opposite_logprob_tokens": [ + -6.376713752746582 + ], + "logprob_reward": -0.0017137139802798629, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017137139802798629, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15918178856372833, + 0.05395015701651573, + 0.13808512687683105, + 0.03134579584002495, + 0.1631678193807602, + 0.05902034044265747, + 0.2552931010723114, + 0.039384834468364716, + 0.06128717213869095, + 0.039283979684114456 + ], + "top_frames": [ + 6, + 4, + 0 + ], + "selected_reward": -0.0017137139802798629 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "cinematic macro close-up, captured with a static camera positioned at a slightly high angle, captures the scene within a stark, non-reflective black void. Three distinct streams of viscous, glossy liquid begin to flow into the frame: one a deep, arterial red; another a brilliant, pure white; and the third a rich, deep navy blue. They gracefully move in mesmerizing slow motion, swirling and tangling like thick enamel. The liquids gracefully intertwine, with the red and white streams forming parallel, undulating ribbons. Meanwhile, the navy blue liquid converges into a perfect rectangle in the upper left corner. As the liquids begin to solidify, their fluid motion steadily decelerates, and within the blue field, the white liquid meticulously forms fifty tiny, pointed stars. The entire composition gradually solidifies, solidifying into the dynamic, three-dimensional form of a fluttering American flag, its surface retaining a subtle, liquid-like sheen in the invisible breeze. Dramatic side lighting casts deep shadows within the flag's folds, highlighting its rich textures and making its vibrant colors pop against the absolute darkness, creating a majestic and magical atmosphere.", + "seed": 26217, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_8/index_3369_seed_26217_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.042331279208883646, + "vlm_logprob": -0.042331279208883646, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.042331279208883646, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a static, slightly high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three distinct streams of liquid visible: deep red, pure white, and deep navy blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the navy blue liquid converge into a perfect rectangle in the upper left corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the white liquid form fifty tiny, pointed stars within the blue field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final composition solidify into the form of a fluttering American flag?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07035009562969208 + ], + "opposite_logprob_tokens": [ + -2.820350170135498 + ], + "logprob_reward": -0.07035009562969208, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.07035009562969208, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12716950476169586, + 0.08823974430561066, + 0.0689181312918663, + 0.0647282525897026, + 0.04674316570162773, + 0.07977958023548126, + 0.2997870445251465, + 0.1428309977054596, + 0.01921970397233963, + 0.06258382648229599 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.07035009562969208 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a static, slightly high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three distinct streams of liquid visible: deep red, pure white, and deep navy blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the navy blue liquid converge into a perfect rectangle in the upper left corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the white liquid form fifty tiny, pointed stars within the blue field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final composition solidify into the form of a fluttering American flag?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020609166473150253 + ], + "opposite_logprob_tokens": [ + -3.895609140396118 + ], + "logprob_reward": -0.020609166473150253, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020609166473150253, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4528632164001465, + 0.08442845195531845, + 0.08955935388803482, + 0.09093737602233887, + 0.034829553216695786, + 0.02320575714111328, + 0.07083608955144882, + 0.10569752752780914, + 0.012858476489782333, + 0.034784235060214996 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.020609166473150253 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a static, slightly high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three distinct streams of liquid visible: deep red, pure white, and deep navy blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the navy blue liquid converge into a perfect rectangle in the upper left corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the white liquid form fifty tiny, pointed stars within the blue field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final composition solidify into the form of a fluttering American flag?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10031107813119888 + ], + "opposite_logprob_tokens": [ + -2.350311040878296 + ], + "logprob_reward": -0.10031107813119888, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10031107813119888, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16268512606620789, + 0.0731506422162056, + 0.11655329167842865, + 0.05401800200343132, + 0.04894008859992027, + 0.0493239164352417, + 0.16705316305160522, + 0.10929640382528305, + 0.027909286320209503, + 0.191070094704628 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.10031107813119888 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a static, slightly high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three distinct streams of liquid visible: deep red, pure white, and deep navy blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the navy blue liquid converge into a perfect rectangle in the upper left corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the white liquid form fifty tiny, pointed stars within the blue field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final composition solidify into the form of a fluttering American flag?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818905957043171 + ], + "opposite_logprob_tokens": [ + -4.018188953399658 + ], + "logprob_reward": -0.01818905957043171, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818905957043171, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24854330718517303, + 0.05975470319390297, + 0.055117856711149216, + 0.05603109672665596, + 0.029819203540682793, + 0.03470131382346153, + 0.27032139897346497, + 0.17199304699897766, + 0.023450538516044617, + 0.05026761442422867 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.01818905957043171 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a static, slightly high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three distinct streams of liquid visible: deep red, pure white, and deep navy blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the navy blue liquid converge into a perfect rectangle in the upper left corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the white liquid form fifty tiny, pointed stars within the blue field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final composition solidify into the form of a fluttering American flag?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021969962399452925 + ], + "opposite_logprob_tokens": [ + -6.127196788787842 + ], + "logprob_reward": -0.0021969962399452925, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021969962399452925, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22941948473453522, + 0.07111002504825592, + 0.07140659540891647, + 0.09902708977460861, + 0.08215592056512833, + 0.16283763945102692, + 0.15837565064430237, + 0.03273528441786766, + 0.022937165573239326, + 0.06999512761831284 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.0021969962399452925 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_9/index_tensor([3618, 3618])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_9/index_tensor([3618, 3618])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..15a7acbb6dd7e81a45b4eb241371e6d4841fbb6b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_9/index_tensor([3618, 3618])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "This surreal digital extreme close-up, rendered in stunning 8K high detail, begins with a slow, deliberate magnification of a microscopic biological process. It's a menacing pathogen, its body a complex structure of sharp crystalline spikes with an iridescent deep purple sheen, drifting purposefully through a viscous, translucent fluid filled with out-of-focus organic debris. It approaches the vast, curved surface of a soft cell wall, which glows a warm, peachy inner light, its lipid bilayer texture rendered with lifelike clarity. As the camera's zoom ends, becoming static to capture the crucial moment, the pathogen's spikes gingerly make contact. The soft membrane instantly contracts under the concentrated pressure, forming a deep, sunken dimple that pulls the surface taut, the shimmering tension accentuated by the clinical, high-contrast lighting. Without warning, the entire structure suddenly and violently ruptures, ripping apart in a silent, catastrophic explosion, releasing a dense, chaotic cloud of newly replicated, gleaming virus particles that burst forth and rapidly spread into the surrounding environment, creating a breathtaking yet terrifying spectacle of cellular invasion.", + "seed": 19141, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_9/index_3618_seed_19141_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06756548751145601, + "vlm_logprob": -0.06756548751145601, + "vlm_yes_no_margin": 3.225, + "vlm_token_credit": -0.06756548751145601, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an extreme close-up of a microscopic biological process?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pathogen depicted as a structure of sharp crystalline spikes with an iridescent deep purple sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pathogen approach and make contact with a soft cell wall glowing with a warm peachy inner light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cell wall membrane contract to form a deep sunken dimple upon contact before rupturing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cell wall suddenly and violently rupture, releasing a dense cloud of gleaming virus particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03965466469526291 + ], + "opposite_logprob_tokens": [ + -3.4146547317504883 + ], + "logprob_reward": -0.03965466469526291, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03965466469526291, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1418456882238388, + 0.10804521292448044, + 0.023237552493810654, + 0.0742291510105133, + 0.08906614780426025, + 0.022538574412465096, + 0.0688358023762703, + 0.05326255038380623, + 0.31899935007095337, + 0.09994003921747208 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.03965466469526291 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an extreme close-up of a microscopic biological process?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pathogen depicted as a structure of sharp crystalline spikes with an iridescent deep purple sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pathogen approach and make contact with a soft cell wall glowing with a warm peachy inner light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cell wall membrane contract to form a deep sunken dimple upon contact before rupturing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cell wall suddenly and violently rupture, releasing a dense cloud of gleaming virus particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016126081347465515 + ], + "opposite_logprob_tokens": [ + -4.1411261558532715 + ], + "logprob_reward": -0.016126081347465515, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016126081347465515, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22773680090904236, + 0.10628648847341537, + 0.09994424134492874, + 0.01899581588804722, + 0.09320436418056488, + 0.03942345082759857, + 0.22727297246456146, + 0.06988842785358429, + 0.05133846402168274, + 0.06590896844863892 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.016126081347465515 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an extreme close-up of a microscopic biological process?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pathogen depicted as a structure of sharp crystalline spikes with an iridescent deep purple sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pathogen approach and make contact with a soft cell wall glowing with a warm peachy inner light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cell wall membrane contract to form a deep sunken dimple upon contact before rupturing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cell wall suddenly and violently rupture, releasing a dense cloud of gleaming virus particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008668058551847935 + ], + "opposite_logprob_tokens": [ + -4.758667945861816 + ], + "logprob_reward": -0.008668058551847935, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008668058551847935, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05249207094311714, + 0.08300039172172546, + 0.035285547375679016, + 0.04934430494904518, + 0.15767137706279755, + 0.07340719550848007, + 0.31509411334991455, + 0.0589165985584259, + 0.08919370919466019, + 0.08559463173151016 + ], + "top_frames": [ + 6, + 4, + 8 + ], + "selected_reward": -0.008668058551847935 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an extreme close-up of a microscopic biological process?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pathogen depicted as a structure of sharp crystalline spikes with an iridescent deep purple sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pathogen approach and make contact with a soft cell wall glowing with a warm peachy inner light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cell wall membrane contract to form a deep sunken dimple upon contact before rupturing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cell wall suddenly and violently rupture, releasing a dense cloud of gleaming virus particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16040688753128052 + ], + "opposite_logprob_tokens": [ + -1.9104068279266357 + ], + "logprob_reward": -0.16040688753128052, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16040688753128052, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10542446374893188, + 0.07357709109783173, + 0.03582867980003357, + 0.034135445952415466, + 0.25933611392974854, + 0.08858105540275574, + 0.10767850279808044, + 0.10407460480928421, + 0.09659569710493088, + 0.09476826339960098 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.16040688753128052 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an extreme close-up of a microscopic biological process?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pathogen depicted as a structure of sharp crystalline spikes with an iridescent deep purple sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pathogen approach and make contact with a soft cell wall glowing with a warm peachy inner light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cell wall membrane contract to form a deep sunken dimple upon contact before rupturing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cell wall suddenly and violently rupture, releasing a dense cloud of gleaming virus particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11297174543142319 + ], + "opposite_logprob_tokens": [ + -2.237971782684326 + ], + "logprob_reward": -0.11297174543142319, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11297174543142319, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04944738745689392, + 0.028401684015989304, + 0.018878640606999397, + 0.022547774016857147, + 0.10662414133548737, + 0.057304296642541885, + 0.19039033353328705, + 0.05858847126364708, + 0.39541706442832947, + 0.07240018248558044 + ], + "top_frames": [ + 8, + 6, + 4 + ], + "selected_reward": -0.11297174543142319 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This surreal digital extreme close-up, rendered in stunning 8K high detail, begins with a slow, deliberate magnification of a microscopic biological process. It's a menacing pathogen, its body a complex structure of sharp crystalline spikes with an iridescent deep purple sheen, drifting purposefully through a viscous, translucent fluid filled with out-of-focus organic debris. It approaches the vast, curved surface of a soft cell wall, which glows a warm, peachy inner light, its lipid bilayer texture rendered with lifelike clarity. As the camera's zoom ends, becoming static to capture the crucial moment, the pathogen's spikes gingerly make contact. The soft membrane instantly contracts under the concentrated pressure, forming a deep, sunken dimple that pulls the surface taut, the shimmering tension accentuated by the clinical, high-contrast lighting. Without warning, the entire structure suddenly and violently ruptures, ripping apart in a silent, catastrophic explosion, releasing a dense, chaotic cloud of newly replicated, gleaming virus particles that burst forth and rapidly spread into the surrounding environment, creating a breathtaking yet terrifying spectacle of cellular invasion.", + "seed": 19142, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_9/index_3618_seed_19142_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.027422175090759993, + "vlm_logprob": -0.027422175090759993, + "vlm_yes_no_margin": 4.225, + "vlm_token_credit": -0.027422175090759993, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an extreme close-up of a microscopic biological process?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pathogen depicted as a structure of sharp crystalline spikes with an iridescent deep purple sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pathogen approach and make contact with a soft cell wall glowing with a warm peachy inner light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cell wall membrane contract to form a deep sunken dimple upon contact before rupturing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cell wall suddenly and violently rupture, releasing a dense cloud of gleaming virus particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03298347070813179 + ], + "opposite_logprob_tokens": [ + -3.7829835414886475 + ], + "logprob_reward": -0.03298347070813179, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.03298347070813179, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.01664513349533081, + 0.020101431757211685, + 0.01759008690714836, + 0.49306002259254456, + 0.04154317453503609, + 0.14811304211616516, + 0.15474243462085724, + 0.030015144497156143, + 0.02803197130560875, + 0.05015762522816658 + ], + "top_frames": [ + 3, + 6, + 5 + ], + "selected_reward": -0.03298347070813179 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an extreme close-up of a microscopic biological process?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pathogen depicted as a structure of sharp crystalline spikes with an iridescent deep purple sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pathogen approach and make contact with a soft cell wall glowing with a warm peachy inner light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cell wall membrane contract to form a deep sunken dimple upon contact before rupturing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cell wall suddenly and violently rupture, releasing a dense cloud of gleaming virus particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003643067553639412 + ], + "opposite_logprob_tokens": [ + -5.628643035888672 + ], + "logprob_reward": -0.003643067553639412, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003643067553639412, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.005634709261357784, + 0.01431029848754406, + 0.009664886631071568, + 0.8920035362243652, + 0.027379196137189865, + 0.023064779117703438, + 0.01069609820842743, + 0.005402553826570511, + 0.005725185852497816, + 0.0061186859384179115 + ], + "top_frames": [ + 3, + 4, + 5 + ], + "selected_reward": -0.003643067553639412 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an extreme close-up of a microscopic biological process?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pathogen depicted as a structure of sharp crystalline spikes with an iridescent deep purple sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pathogen approach and make contact with a soft cell wall glowing with a warm peachy inner light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cell wall membrane contract to form a deep sunken dimple upon contact before rupturing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cell wall suddenly and violently rupture, releasing a dense cloud of gleaming virus particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004107966553419828 + ], + "opposite_logprob_tokens": [ + -5.50410795211792 + ], + "logprob_reward": -0.004107966553419828, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004107966553419828, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.015596328303217888, + 0.023608500137925148, + 0.028454184532165527, + 0.6801220178604126, + 0.02850320376455784, + 0.0933251678943634, + 0.05706770345568657, + 0.03291424363851547, + 0.024224311113357544, + 0.016184374690055847 + ], + "top_frames": [ + 3, + 5, + 6 + ], + "selected_reward": -0.004107966553419828 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an extreme close-up of a microscopic biological process?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pathogen depicted as a structure of sharp crystalline spikes with an iridescent deep purple sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pathogen approach and make contact with a soft cell wall glowing with a warm peachy inner light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cell wall membrane contract to form a deep sunken dimple upon contact before rupturing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cell wall suddenly and violently rupture, releasing a dense cloud of gleaming virus particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026354555040597916 + ], + "opposite_logprob_tokens": [ + -3.6513545513153076 + ], + "logprob_reward": -0.026354555040597916, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026354555040597916, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.001827404834330082, + 0.00357461953535676, + 0.0052208383567631245, + 0.8462445735931396, + 0.006776048336178064, + 0.08583714812994003, + 0.032302286475896835, + 0.007066131569445133, + 0.00587713997811079, + 0.0052738371305167675 + ], + "top_frames": [ + 3, + 5, + 6 + ], + "selected_reward": -0.026354555040597916 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an extreme close-up of a microscopic biological process?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pathogen depicted as a structure of sharp crystalline spikes with an iridescent deep purple sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pathogen approach and make contact with a soft cell wall glowing with a warm peachy inner light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cell wall membrane contract to form a deep sunken dimple upon contact before rupturing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cell wall suddenly and violently rupture, releasing a dense cloud of gleaming virus particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002181559801102 + ], + "opposite_logprob_tokens": [ + -2.695021867752075 + ], + "logprob_reward": -0.07002181559801102, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002181559801102, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.018345637246966362, + 0.02524496614933014, + 0.014664603397250175, + 0.722705602645874, + 0.016690945252776146, + 0.05239035561680794, + 0.028409916907548904, + 0.02924763783812523, + 0.06212472543120384, + 0.030175667256116867 + ], + "top_frames": [ + 3, + 8, + 5 + ], + "selected_reward": -0.07002181559801102 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This surreal digital extreme close-up, rendered in stunning 8K high detail, begins with a slow, deliberate magnification of a microscopic biological process. It's a menacing pathogen, its body a complex structure of sharp crystalline spikes with an iridescent deep purple sheen, drifting purposefully through a viscous, translucent fluid filled with out-of-focus organic debris. It approaches the vast, curved surface of a soft cell wall, which glows a warm, peachy inner light, its lipid bilayer texture rendered with lifelike clarity. As the camera's zoom ends, becoming static to capture the crucial moment, the pathogen's spikes gingerly make contact. The soft membrane instantly contracts under the concentrated pressure, forming a deep, sunken dimple that pulls the surface taut, the shimmering tension accentuated by the clinical, high-contrast lighting. Without warning, the entire structure suddenly and violently ruptures, ripping apart in a silent, catastrophic explosion, releasing a dense, chaotic cloud of newly replicated, gleaming virus particles that burst forth and rapidly spread into the surrounding environment, creating a breathtaking yet terrifying spectacle of cellular invasion.", + "seed": 19143, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_9/index_3618_seed_19143_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.021391599718481303, + "vlm_logprob": -0.021391599718481303, + "vlm_yes_no_margin": 4.775, + "vlm_token_credit": -0.021391599718481303, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an extreme close-up of a microscopic biological process?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pathogen depicted as a structure of sharp crystalline spikes with an iridescent deep purple sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pathogen approach and make contact with a soft cell wall glowing with a warm peachy inner light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cell wall membrane contract to form a deep sunken dimple upon contact before rupturing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cell wall suddenly and violently rupture, releasing a dense cloud of gleaming virus particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011203122325241566 + ], + "opposite_logprob_tokens": [ + -5.136203289031982 + ], + "logprob_reward": -0.011203122325241566, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.011203122325241566, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10270998626947403, + 0.15142692625522614, + 0.050508949905633926, + 0.09620845317840576, + 0.08127041906118393, + 0.10126791149377823, + 0.1774062216281891, + 0.0639345720410347, + 0.0760502964258194, + 0.09921625256538391 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.011203122325241566 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an extreme close-up of a microscopic biological process?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pathogen depicted as a structure of sharp crystalline spikes with an iridescent deep purple sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pathogen approach and make contact with a soft cell wall glowing with a warm peachy inner light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cell wall membrane contract to form a deep sunken dimple upon contact before rupturing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cell wall suddenly and violently rupture, releasing a dense cloud of gleaming virus particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003210154827684164 + ], + "opposite_logprob_tokens": [ + -5.753210067749023 + ], + "logprob_reward": -0.003210154827684164, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003210154827684164, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1799963116645813, + 0.0696835145354271, + 0.045699700713157654, + 0.07483265548944473, + 0.07763954997062683, + 0.10304923355579376, + 0.1387980580329895, + 0.06874337792396545, + 0.14502069354057312, + 0.09653693437576294 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.003210154827684164 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an extreme close-up of a microscopic biological process?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pathogen depicted as a structure of sharp crystalline spikes with an iridescent deep purple sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pathogen approach and make contact with a soft cell wall glowing with a warm peachy inner light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cell wall membrane contract to form a deep sunken dimple upon contact before rupturing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cell wall suddenly and violently rupture, releasing a dense cloud of gleaming virus particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002496223896741867 + ], + "opposite_logprob_tokens": [ + -6.002496242523193 + ], + "logprob_reward": -0.002496223896741867, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002496223896741867, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08922189474105835, + 0.11639521270990372, + 0.07063347101211548, + 0.11094361543655396, + 0.04771639034152031, + 0.07877141237258911, + 0.11531034857034683, + 0.17514941096305847, + 0.07642092555761337, + 0.11943734437227249 + ], + "top_frames": [ + 7, + 9, + 1 + ], + "selected_reward": -0.002496223896741867 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an extreme close-up of a microscopic biological process?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pathogen depicted as a structure of sharp crystalline spikes with an iridescent deep purple sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pathogen approach and make contact with a soft cell wall glowing with a warm peachy inner light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cell wall membrane contract to form a deep sunken dimple upon contact before rupturing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cell wall suddenly and violently rupture, releasing a dense cloud of gleaming virus particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897446304559708 + ], + "opposite_logprob_tokens": [ + -2.578974485397339 + ], + "logprob_reward": -0.07897446304559708, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897446304559708, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07049679011106491, + 0.09096492826938629, + 0.04172971844673157, + 0.05036737769842148, + 0.054614435881376266, + 0.06519219279289246, + 0.17989419400691986, + 0.24946963787078857, + 0.1335839182138443, + 0.0636867955327034 + ], + "top_frames": [ + 7, + 6, + 8 + ], + "selected_reward": -0.07897446304559708 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an extreme close-up of a microscopic biological process?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pathogen depicted as a structure of sharp crystalline spikes with an iridescent deep purple sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pathogen approach and make contact with a soft cell wall glowing with a warm peachy inner light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cell wall membrane contract to form a deep sunken dimple upon contact before rupturing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cell wall suddenly and violently rupture, releasing a dense cloud of gleaming virus particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011074034497141838 + ], + "opposite_logprob_tokens": [ + -4.511074066162109 + ], + "logprob_reward": -0.011074034497141838, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011074034497141838, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.050747375935316086, + 0.056863218545913696, + 0.03552704676985741, + 0.02970268577337265, + 0.03488641977310181, + 0.03352386876940727, + 0.08241211622953415, + 0.14116457104682922, + 0.4141927659511566, + 0.12097984552383423 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.011074034497141838 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This surreal digital extreme close-up, rendered in stunning 8K high detail, begins with a slow, deliberate magnification of a microscopic biological process. It's a menacing pathogen, its body a complex structure of sharp crystalline spikes with an iridescent deep purple sheen, drifting purposefully through a viscous, translucent fluid filled with out-of-focus organic debris. It approaches the vast, curved surface of a soft cell wall, which glows a warm, peachy inner light, its lipid bilayer texture rendered with lifelike clarity. As the camera's zoom ends, becoming static to capture the crucial moment, the pathogen's spikes gingerly make contact. The soft membrane instantly contracts under the concentrated pressure, forming a deep, sunken dimple that pulls the surface taut, the shimmering tension accentuated by the clinical, high-contrast lighting. Without warning, the entire structure suddenly and violently ruptures, ripping apart in a silent, catastrophic explosion, releasing a dense, chaotic cloud of newly replicated, gleaming virus particles that burst forth and rapidly spread into the surrounding environment, creating a breathtaking yet terrifying spectacle of cellular invasion.", + "seed": 19144, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000176/group_9/index_3618_seed_19144_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.023634531954303383, + "vlm_logprob": -0.023634531954303383, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.023634531954303383, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an extreme close-up of a microscopic biological process?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pathogen depicted as a structure of sharp crystalline spikes with an iridescent deep purple sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pathogen approach and make contact with a soft cell wall glowing with a warm peachy inner light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cell wall membrane contract to form a deep sunken dimple upon contact before rupturing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cell wall suddenly and violently rupture, releasing a dense cloud of gleaming virus particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03647785633802414 + ], + "opposite_logprob_tokens": [ + -3.53647780418396 + ], + "logprob_reward": -0.03647785633802414, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03647785633802414, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22369150817394257, + 0.24803131818771362, + 0.04337416961789131, + 0.08510522544384003, + 0.045647695660591125, + 0.04061269015073776, + 0.08032015711069107, + 0.037794336676597595, + 0.04969453439116478, + 0.14572840929031372 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.03647785633802414 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an extreme close-up of a microscopic biological process?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pathogen depicted as a structure of sharp crystalline spikes with an iridescent deep purple sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pathogen approach and make contact with a soft cell wall glowing with a warm peachy inner light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cell wall membrane contract to form a deep sunken dimple upon contact before rupturing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cell wall suddenly and violently rupture, releasing a dense cloud of gleaming virus particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032157397363334894 + ], + "opposite_logprob_tokens": [ + -5.753215789794922 + ], + "logprob_reward": -0.0032157397363334894, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032157397363334894, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1529889851808548, + 0.19201776385307312, + 0.04809892177581787, + 0.08056637644767761, + 0.07082933932542801, + 0.07076692581176758, + 0.08035986870527267, + 0.07771813869476318, + 0.07387275248765945, + 0.1527809053659439 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.0032157397363334894 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an extreme close-up of a microscopic biological process?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pathogen depicted as a structure of sharp crystalline spikes with an iridescent deep purple sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pathogen approach and make contact with a soft cell wall glowing with a warm peachy inner light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cell wall membrane contract to form a deep sunken dimple upon contact before rupturing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cell wall suddenly and violently rupture, releasing a dense cloud of gleaming virus particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011087474413216114 + ], + "opposite_logprob_tokens": [ + -4.511087417602539 + ], + "logprob_reward": -0.011087474413216114, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011087474413216114, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2962239980697632, + 0.20802123844623566, + 0.1572149246931076, + 0.04770863056182861, + 0.04662953317165375, + 0.04157545790076256, + 0.0353323370218277, + 0.029668979346752167, + 0.0362418033182621, + 0.10138308256864548 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.011087474413216114 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an extreme close-up of a microscopic biological process?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pathogen depicted as a structure of sharp crystalline spikes with an iridescent deep purple sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pathogen approach and make contact with a soft cell wall glowing with a warm peachy inner light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cell wall membrane contract to form a deep sunken dimple upon contact before rupturing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cell wall suddenly and violently rupture, releasing a dense cloud of gleaming virus particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369533270597458 + ], + "opposite_logprob_tokens": [ + -3.4086952209472656 + ], + "logprob_reward": -0.03369533270597458, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369533270597458, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.145779088139534, + 0.21594306826591492, + 0.18616749346256256, + 0.06555800884962082, + 0.10735902190208435, + 0.11168574541807175, + 0.03177712485194206, + 0.04799405485391617, + 0.027547067031264305, + 0.06018925830721855 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.03369533270597458 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene an extreme close-up of a microscopic biological process?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pathogen depicted as a structure of sharp crystalline spikes with an iridescent deep purple sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pathogen approach and make contact with a soft cell wall glowing with a warm peachy inner light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cell wall membrane contract to form a deep sunken dimple upon contact before rupturing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cell wall suddenly and violently rupture, releasing a dense cloud of gleaming virus particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0336962565779686 + ], + "opposite_logprob_tokens": [ + -3.408696174621582 + ], + "logprob_reward": -0.0336962565779686, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0336962565779686, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14424356818199158, + 0.20450328290462494, + 0.0957052931189537, + 0.055854495614767075, + 0.05520157516002655, + 0.10393179208040237, + 0.08246545493602753, + 0.10021691769361496, + 0.03579360991716385, + 0.12208403646945953 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.0336962565779686 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_0/index_tensor([5354, 5354])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_0/index_tensor([5354, 5354])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..aa980f58bf00a334666e0c9581949a15307ec704 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_0/index_tensor([5354, 5354])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a static, medium shot reminiscent of a social documentary, a thick, white, woven plastic bag of garden fertilizer stands vertically on the rough concrete floor, bulging with its contents. Printed on the bag, a slightly worn but still vibrant pattern of crops, the bag stands against the backdrop of a hazy, metal shelving system in a corner of a warehouse. A cold, natural light slants down from high above, illuminating the bag and a portion of the ground, creating a striking contrast between light and dark. Suddenly, an irregular tear tears open from the lower side of the bag, releasing a stream of dark brown, organic-rich, granular soil that pours out like an unstoppable stream. It falls continuously onto the cold concrete floor, rapidly piling up into an ever-expanding mound. Fine dust rises in the light of the beam. The entire scene, shrouded in absolute silence, conveys an atmosphere of calm observation, a sense of unexpectedness and material loss.", + "seed": 855, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_0/index_5354_seed_855_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.017023084685206413, + "vlm_logprob": -0.017023084685206413, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.017023084685206413, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot featuring a thick, white, woven plastic bag of garden fertilizer standing vertically on a rough concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a hazy metal shelving system in a warehouse corner, illuminated by a cold natural light slanting from high above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an irregular tear appear on the lower side of the bag, releasing a continuous stream of dark brown granular soil that piles up into an expanding mound?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is fine dust visible rising in the beam of light as the soil pours out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene convey an atmosphere of calm observation and unexpectedness through the visual contrast of light and dark?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01574137434363365 + ], + "opposite_logprob_tokens": [ + -4.265741348266602 + ], + "logprob_reward": -0.01574137434363365, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01574137434363365, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15236128866672516, + 0.039300963282585144, + 0.023665664717555046, + 0.0626172423362732, + 0.22422640025615692, + 0.24892254173755646, + 0.08802077174186707, + 0.0784481093287468, + 0.040495701134204865, + 0.04194139316678047 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.01574137434363365 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot featuring a thick, white, woven plastic bag of garden fertilizer standing vertically on a rough concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a hazy metal shelving system in a warehouse corner, illuminated by a cold natural light slanting from high above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an irregular tear appear on the lower side of the bag, releasing a continuous stream of dark brown granular soil that piles up into an expanding mound?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is fine dust visible rising in the beam of light as the soil pours out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene convey an atmosphere of calm observation and unexpectedness through the visual contrast of light and dark?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014209638349711895 + ], + "opposite_logprob_tokens": [ + -4.264209747314453 + ], + "logprob_reward": -0.014209638349711895, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014209638349711895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24448677897453308, + 0.06242752447724342, + 0.02836507372558117, + 0.041222721338272095, + 0.1478620320558548, + 0.12508080899715424, + 0.15575744211673737, + 0.0710974708199501, + 0.08316072076559067, + 0.0405394472181797 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.014209638349711895 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot featuring a thick, white, woven plastic bag of garden fertilizer standing vertically on a rough concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a hazy metal shelving system in a warehouse corner, illuminated by a cold natural light slanting from high above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an irregular tear appear on the lower side of the bag, releasing a continuous stream of dark brown granular soil that piles up into an expanding mound?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is fine dust visible rising in the beam of light as the soil pours out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene convey an atmosphere of calm observation and unexpectedness through the visual contrast of light and dark?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01108264084905386 + ], + "opposite_logprob_tokens": [ + -4.511082649230957 + ], + "logprob_reward": -0.01108264084905386, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01108264084905386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17385628819465637, + 0.08657696098089218, + 0.03557994216680527, + 0.04646555706858635, + 0.18195371329784393, + 0.08346118032932281, + 0.0746084600687027, + 0.11174984276294708, + 0.14719803631305695, + 0.0585499107837677 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.01108264084905386 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot featuring a thick, white, woven plastic bag of garden fertilizer standing vertically on a rough concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a hazy metal shelving system in a warehouse corner, illuminated by a cold natural light slanting from high above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an irregular tear appear on the lower side of the bag, releasing a continuous stream of dark brown granular soil that piles up into an expanding mound?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is fine dust visible rising in the beam of light as the soil pours out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene convey an atmosphere of calm observation and unexpectedness through the visual contrast of light and dark?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812311962246895 + ], + "opposite_logprob_tokens": [ + -3.28812313079834 + ], + "logprob_reward": -0.03812311962246895, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812311962246895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07249796390533447, + 0.08160542696714401, + 0.041402991861104965, + 0.0517323799431324, + 0.20941665768623352, + 0.06438522040843964, + 0.16090282797813416, + 0.1421835869550705, + 0.09608594328165054, + 0.07978707551956177 + ], + "top_frames": [ + 4, + 6, + 7 + ], + "selected_reward": -0.03812311962246895 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot featuring a thick, white, woven plastic bag of garden fertilizer standing vertically on a rough concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a hazy metal shelving system in a warehouse corner, illuminated by a cold natural light slanting from high above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an irregular tear appear on the lower side of the bag, releasing a continuous stream of dark brown granular soil that piles up into an expanding mound?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is fine dust visible rising in the beam of light as the soil pours out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene convey an atmosphere of calm observation and unexpectedness through the visual contrast of light and dark?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059586502611637115 + ], + "opposite_logprob_tokens": [ + -5.130958557128906 + ], + "logprob_reward": -0.0059586502611637115, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059586502611637115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1605675369501114, + 0.10861136019229889, + 0.0466940812766552, + 0.0665520504117012, + 0.19974422454833984, + 0.062074724584817886, + 0.13586211204528809, + 0.07722753286361694, + 0.08531468361616135, + 0.05735171213746071 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.0059586502611637115 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a static, medium shot reminiscent of a social documentary, a thick, white, woven plastic bag of garden fertilizer stands vertically on the rough concrete floor, bulging with its contents. Printed on the bag, a slightly worn but still vibrant pattern of crops, the bag stands against the backdrop of a hazy, metal shelving system in a corner of a warehouse. A cold, natural light slants down from high above, illuminating the bag and a portion of the ground, creating a striking contrast between light and dark. Suddenly, an irregular tear tears open from the lower side of the bag, releasing a stream of dark brown, organic-rich, granular soil that pours out like an unstoppable stream. It falls continuously onto the cold concrete floor, rapidly piling up into an ever-expanding mound. Fine dust rises in the light of the beam. The entire scene, shrouded in absolute silence, conveys an atmosphere of calm observation, a sense of unexpectedness and material loss.", + "seed": 856, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_0/index_5354_seed_856_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07802857952192425, + "vlm_logprob": -0.07802857952192425, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.07802857952192425, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot featuring a thick, white, woven plastic bag of garden fertilizer standing vertically on a rough concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a hazy metal shelving system in a warehouse corner, illuminated by a cold natural light slanting from high above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an irregular tear appear on the lower side of the bag, releasing a continuous stream of dark brown granular soil that piles up into an expanding mound?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is fine dust visible rising in the beam of light as the soil pours out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene convey an atmosphere of calm observation and unexpectedness through the visual contrast of light and dark?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28241297602653503 + ], + "opposite_logprob_tokens": [ + -1.4074130058288574 + ], + "logprob_reward": -0.28241297602653503, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28241297602653503, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13587000966072083, + 0.09553907066583633, + 0.1171189546585083, + 0.10149254649877548, + 0.17010584473609924, + 0.1092228814959526, + 0.049855295568704605, + 0.046682048588991165, + 0.04373827204108238, + 0.13037510216236115 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.28241297602653503 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot featuring a thick, white, woven plastic bag of garden fertilizer standing vertically on a rough concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a hazy metal shelving system in a warehouse corner, illuminated by a cold natural light slanting from high above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an irregular tear appear on the lower side of the bag, releasing a continuous stream of dark brown granular soil that piles up into an expanding mound?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is fine dust visible rising in the beam of light as the soil pours out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene convey an atmosphere of calm observation and unexpectedness through the visual contrast of light and dark?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043086349964141846 + ], + "opposite_logprob_tokens": [ + -3.168086290359497 + ], + "logprob_reward": -0.043086349964141846, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043086349964141846, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20326896011829376, + 0.18686451017856598, + 0.07616743445396423, + 0.10049977898597717, + 0.12465938925743103, + 0.05632883682847023, + 0.042466361075639725, + 0.055106766521930695, + 0.04953125864267349, + 0.10510672628879547 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.043086349964141846 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot featuring a thick, white, woven plastic bag of garden fertilizer standing vertically on a rough concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a hazy metal shelving system in a warehouse corner, illuminated by a cold natural light slanting from high above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an irregular tear appear on the lower side of the bag, releasing a continuous stream of dark brown granular soil that piles up into an expanding mound?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is fine dust visible rising in the beam of light as the soil pours out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene convey an atmosphere of calm observation and unexpectedness through the visual contrast of light and dark?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329331450164318 + ], + "opposite_logprob_tokens": [ + -3.7732932567596436 + ], + "logprob_reward": -0.02329331450164318, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329331450164318, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07759754359722137, + 0.05823991447687149, + 0.028529487550258636, + 0.033248722553253174, + 0.07987472414970398, + 0.1446475237607956, + 0.03354489058256149, + 0.05097377300262451, + 0.20753732323646545, + 0.2858060896396637 + ], + "top_frames": [ + 9, + 8, + 5 + ], + "selected_reward": -0.02329331450164318 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot featuring a thick, white, woven plastic bag of garden fertilizer standing vertically on a rough concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a hazy metal shelving system in a warehouse corner, illuminated by a cold natural light slanting from high above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an irregular tear appear on the lower side of the bag, releasing a continuous stream of dark brown granular soil that piles up into an expanding mound?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is fine dust visible rising in the beam of light as the soil pours out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene convey an atmosphere of calm observation and unexpectedness through the visual contrast of light and dark?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033715274184942245 + ], + "opposite_logprob_tokens": [ + -3.40871524810791 + ], + "logprob_reward": -0.033715274184942245, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033715274184942245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2078670859336853, + 0.11355387419462204, + 0.1011526957154274, + 0.08167096227407455, + 0.10403060913085938, + 0.09936491400003433, + 0.03156937658786774, + 0.11362054944038391, + 0.06264755874872208, + 0.08452238887548447 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.033715274184942245 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot featuring a thick, white, woven plastic bag of garden fertilizer standing vertically on a rough concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a hazy metal shelving system in a warehouse corner, illuminated by a cold natural light slanting from high above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an irregular tear appear on the lower side of the bag, releasing a continuous stream of dark brown granular soil that piles up into an expanding mound?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is fine dust visible rising in the beam of light as the soil pours out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene convey an atmosphere of calm observation and unexpectedness through the visual contrast of light and dark?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00763498293235898 + ], + "opposite_logprob_tokens": [ + -4.882635116577148 + ], + "logprob_reward": -0.00763498293235898, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00763498293235898, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1361519694328308, + 0.0533541738986969, + 0.061279673129320145, + 0.05129493772983551, + 0.12192180752754211, + 0.12110672146081924, + 0.02231348678469658, + 0.043236203491687775, + 0.11621557921171188, + 0.27312541007995605 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.00763498293235898 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a static, medium shot reminiscent of a social documentary, a thick, white, woven plastic bag of garden fertilizer stands vertically on the rough concrete floor, bulging with its contents. Printed on the bag, a slightly worn but still vibrant pattern of crops, the bag stands against the backdrop of a hazy, metal shelving system in a corner of a warehouse. A cold, natural light slants down from high above, illuminating the bag and a portion of the ground, creating a striking contrast between light and dark. Suddenly, an irregular tear tears open from the lower side of the bag, releasing a stream of dark brown, organic-rich, granular soil that pours out like an unstoppable stream. It falls continuously onto the cold concrete floor, rapidly piling up into an ever-expanding mound. Fine dust rises in the light of the beam. The entire scene, shrouded in absolute silence, conveys an atmosphere of calm observation, a sense of unexpectedness and material loss.", + "seed": 857, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_0/index_5354_seed_857_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.02318408340215683, + "vlm_logprob": -0.02318408340215683, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.02318408340215683, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot featuring a thick, white, woven plastic bag of garden fertilizer standing vertically on a rough concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a hazy metal shelving system in a warehouse corner, illuminated by a cold natural light slanting from high above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an irregular tear appear on the lower side of the bag, releasing a continuous stream of dark brown granular soil that piles up into an expanding mound?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is fine dust visible rising in the beam of light as the soil pours out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene convey an atmosphere of calm observation and unexpectedness through the visual contrast of light and dark?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021779878064990044 + ], + "opposite_logprob_tokens": [ + -3.896779775619507 + ], + "logprob_reward": -0.021779878064990044, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.021779878064990044, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19376926124095917, + 0.042557843029499054, + 0.043987028300762177, + 0.035837508738040924, + 0.23560577630996704, + 0.05014149099588394, + 0.05612918362021446, + 0.05402912572026253, + 0.22495393455028534, + 0.06298886239528656 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.021779878064990044 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot featuring a thick, white, woven plastic bag of garden fertilizer standing vertically on a rough concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a hazy metal shelving system in a warehouse corner, illuminated by a cold natural light slanting from high above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an irregular tear appear on the lower side of the bag, releasing a continuous stream of dark brown granular soil that piles up into an expanding mound?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is fine dust visible rising in the beam of light as the soil pours out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene convey an atmosphere of calm observation and unexpectedness through the visual contrast of light and dark?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012545830570161343 + ], + "opposite_logprob_tokens": [ + -4.387546062469482 + ], + "logprob_reward": -0.012545830570161343, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012545830570161343, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2999022603034973, + 0.08166931569576263, + 0.030350830405950546, + 0.03150830790400505, + 0.3381468951702118, + 0.048530954867601395, + 0.020602693781256676, + 0.03923617675900459, + 0.0759119987487793, + 0.03414062410593033 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.012545830570161343 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot featuring a thick, white, woven plastic bag of garden fertilizer standing vertically on a rough concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a hazy metal shelving system in a warehouse corner, illuminated by a cold natural light slanting from high above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an irregular tear appear on the lower side of the bag, releasing a continuous stream of dark brown granular soil that piles up into an expanding mound?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is fine dust visible rising in the beam of light as the soil pours out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene convey an atmosphere of calm observation and unexpectedness through the visual contrast of light and dark?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369775414466858 + ], + "opposite_logprob_tokens": [ + -3.4086978435516357 + ], + "logprob_reward": -0.03369775414466858, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369775414466858, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13880181312561035, + 0.0563829280436039, + 0.0353243462741375, + 0.036919135600328445, + 0.33550116419792175, + 0.06599348783493042, + 0.03670651838183403, + 0.05276612937450409, + 0.20479337871074677, + 0.03681115061044693 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.03369775414466858 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot featuring a thick, white, woven plastic bag of garden fertilizer standing vertically on a rough concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a hazy metal shelving system in a warehouse corner, illuminated by a cold natural light slanting from high above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an irregular tear appear on the lower side of the bag, releasing a continuous stream of dark brown granular soil that piles up into an expanding mound?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is fine dust visible rising in the beam of light as the soil pours out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene convey an atmosphere of calm observation and unexpectedness through the visual contrast of light and dark?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811141476035118 + ], + "opposite_logprob_tokens": [ + -3.288111448287964 + ], + "logprob_reward": -0.03811141476035118, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811141476035118, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13745473325252533, + 0.06385786086320877, + 0.026248164474964142, + 0.025054199621081352, + 0.5737130045890808, + 0.044191859662532806, + 0.026767980307340622, + 0.056203898042440414, + 0.015527857467532158, + 0.030980490148067474 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.03811141476035118 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot featuring a thick, white, woven plastic bag of garden fertilizer standing vertically on a rough concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a hazy metal shelving system in a warehouse corner, illuminated by a cold natural light slanting from high above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an irregular tear appear on the lower side of the bag, releasing a continuous stream of dark brown granular soil that piles up into an expanding mound?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is fine dust visible rising in the beam of light as the soil pours out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene convey an atmosphere of calm observation and unexpectedness through the visual contrast of light and dark?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009785539470613003 + ], + "opposite_logprob_tokens": [ + -4.6347856521606445 + ], + "logprob_reward": -0.009785539470613003, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009785539470613003, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13074006140232086, + 0.05125172808766365, + 0.02221529185771942, + 0.022584132850170135, + 0.464862585067749, + 0.05089336261153221, + 0.025466954335570335, + 0.027312656864523888, + 0.18232016265392303, + 0.022353028878569603 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.009785539470613003 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a static, medium shot reminiscent of a social documentary, a thick, white, woven plastic bag of garden fertilizer stands vertically on the rough concrete floor, bulging with its contents. Printed on the bag, a slightly worn but still vibrant pattern of crops, the bag stands against the backdrop of a hazy, metal shelving system in a corner of a warehouse. A cold, natural light slants down from high above, illuminating the bag and a portion of the ground, creating a striking contrast between light and dark. Suddenly, an irregular tear tears open from the lower side of the bag, releasing a stream of dark brown, organic-rich, granular soil that pours out like an unstoppable stream. It falls continuously onto the cold concrete floor, rapidly piling up into an ever-expanding mound. Fine dust rises in the light of the beam. The entire scene, shrouded in absolute silence, conveys an atmosphere of calm observation, a sense of unexpectedness and material loss.", + "seed": 858, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_0/index_5354_seed_858_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.025823218282312155, + "vlm_logprob": -0.025823218282312155, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.025823218282312155, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot featuring a thick, white, woven plastic bag of garden fertilizer standing vertically on a rough concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a hazy metal shelving system in a warehouse corner, illuminated by a cold natural light slanting from high above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an irregular tear appear on the lower side of the bag, releasing a continuous stream of dark brown granular soil that piles up into an expanding mound?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is fine dust visible rising in the beam of light as the soil pours out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene convey an atmosphere of calm observation and unexpectedness through the visual contrast of light and dark?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.063530333340168 + ], + "opposite_logprob_tokens": [ + -2.813530445098877 + ], + "logprob_reward": -0.063530333340168, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.063530333340168, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1352444589138031, + 0.10680728405714035, + 0.06387981027364731, + 0.0893760696053505, + 0.17931506037712097, + 0.1295594871044159, + 0.1171729639172554, + 0.08610561490058899, + 0.06038784980773926, + 0.03215143084526062 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.063530333340168 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot featuring a thick, white, woven plastic bag of garden fertilizer standing vertically on a rough concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a hazy metal shelving system in a warehouse corner, illuminated by a cold natural light slanting from high above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an irregular tear appear on the lower side of the bag, releasing a continuous stream of dark brown granular soil that piles up into an expanding mound?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is fine dust visible rising in the beam of light as the soil pours out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene convey an atmosphere of calm observation and unexpectedness through the visual contrast of light and dark?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006748858839273453 + ], + "opposite_logprob_tokens": [ + -5.006748676300049 + ], + "logprob_reward": -0.006748858839273453, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006748858839273453, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08925601094961166, + 0.10643638670444489, + 0.3094039559364319, + 0.07860133051872253, + 0.12702880799770355, + 0.069218710064888, + 0.08979295194149017, + 0.05893808975815773, + 0.026196489110589027, + 0.04512723162770271 + ], + "top_frames": [ + 2, + 4, + 1 + ], + "selected_reward": -0.006748858839273453 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot featuring a thick, white, woven plastic bag of garden fertilizer standing vertically on a rough concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a hazy metal shelving system in a warehouse corner, illuminated by a cold natural light slanting from high above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an irregular tear appear on the lower side of the bag, releasing a continuous stream of dark brown granular soil that piles up into an expanding mound?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is fine dust visible rising in the beam of light as the soil pours out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene convey an atmosphere of calm observation and unexpectedness through the visual contrast of light and dark?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016078690066933632 + ], + "opposite_logprob_tokens": [ + -4.141078472137451 + ], + "logprob_reward": -0.016078690066933632, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016078690066933632, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06715713441371918, + 0.03993016853928566, + 0.07943309843540192, + 0.07510799914598465, + 0.28026118874549866, + 0.13033783435821533, + 0.0812167152762413, + 0.07704423367977142, + 0.07974899560213089, + 0.08976268768310547 + ], + "top_frames": [ + 4, + 5, + 9 + ], + "selected_reward": -0.016078690066933632 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot featuring a thick, white, woven plastic bag of garden fertilizer standing vertically on a rough concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a hazy metal shelving system in a warehouse corner, illuminated by a cold natural light slanting from high above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an irregular tear appear on the lower side of the bag, releasing a continuous stream of dark brown granular soil that piles up into an expanding mound?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is fine dust visible rising in the beam of light as the soil pours out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene convey an atmosphere of calm observation and unexpectedness through the visual contrast of light and dark?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811543062329292 + ], + "opposite_logprob_tokens": [ + -3.2881155014038086 + ], + "logprob_reward": -0.03811543062329292, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811543062329292, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11736857891082764, + 0.07558263093233109, + 0.10743121057748795, + 0.052079200744628906, + 0.142345130443573, + 0.2951004207134247, + 0.0653253048658371, + 0.0675937607884407, + 0.033274564892053604, + 0.04389917850494385 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.03811543062329292 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot featuring a thick, white, woven plastic bag of garden fertilizer standing vertically on a rough concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a hazy metal shelving system in a warehouse corner, illuminated by a cold natural light slanting from high above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an irregular tear appear on the lower side of the bag, releasing a continuous stream of dark brown granular soil that piles up into an expanding mound?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is fine dust visible rising in the beam of light as the soil pours out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene convey an atmosphere of calm observation and unexpectedness through the visual contrast of light and dark?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004642778541892767 + ], + "opposite_logprob_tokens": [ + -5.379642963409424 + ], + "logprob_reward": -0.004642778541892767, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004642778541892767, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07706037163734436, + 0.04444131627678871, + 0.1543513387441635, + 0.09395677596330643, + 0.1633566915988922, + 0.16272731125354767, + 0.05671629682183266, + 0.18481402099132538, + 0.02574705146253109, + 0.036828797310590744 + ], + "top_frames": [ + 7, + 4, + 5 + ], + "selected_reward": -0.004642778541892767 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_1/index_tensor([3673, 3673])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_1/index_tensor([3673, 3673])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..70e19de55c4b5ce5c29f2c0aada17b8f491d9b8c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_1/index_tensor([3673, 3673])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "shot shot from a medium angle, slightly looking upward, perfectly captures a sleek, futuristic white drone in an incredibly smooth 360-degree orbit. Against the warm golden sky of dusk, the drone gracefully executes a slow, precise autorotation, like a solo aerial ballet. The setting sun's glow gently caresses its sleek, glossy white exterior, creating soft highlights, while its four carbon fiber propellers spin at high speed, becoming barely visible, translucent shadows. The rhythmic flashing of bright blue and red LEDs adds a touch of technology to the pristine white. As the camera continues to pan, wisps of wispy clouds tinged pink and the blurring outlines of distant mountains slowly pass by, creating an atmosphere of tranquility, grandeur, and technological poetry.", + "seed": 27261, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_1/index_3673_seed_27261_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.3727710209786892, + "vlm_logprob": -0.3727710209786892, + "vlm_yes_no_margin": 1.624999988079071, + "vlm_token_credit": -0.3727710209786892, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, futuristic white drone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone executing a slow, precise autorotation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the drone's four carbon fiber propellers spinning at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature a warm golden sky of dusk with pink-tinted wispy clouds and distant mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth 360-degree orbit around the drone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0546717643737793 + ], + "opposite_logprob_tokens": [ + -0.4296717047691345 + ], + "logprob_reward": -1.0546717643737793, + "yes_no_margin_reward": -0.6250000596046448, + "token_credit_reward": -1.0546717643737793, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.26281705498695374, + 0.16989973187446594, + 0.10181780904531479, + 0.04125306382775307, + 0.03468915447592735, + 0.13200902938842773, + 0.0706050843000412, + 0.028356831520795822, + 0.02005542442202568, + 0.13849683105945587 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -1.0546717643737793 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, futuristic white drone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone executing a slow, precise autorotation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the drone's four carbon fiber propellers spinning at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature a warm golden sky of dusk with pink-tinted wispy clouds and distant mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth 360-degree orbit around the drone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813737988471985 + ], + "opposite_logprob_tokens": [ + -1.4063737392425537 + ], + "logprob_reward": -0.2813737988471985, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813737988471985, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12678834795951843, + 0.05953066796064377, + 0.1079164519906044, + 0.04047108814120293, + 0.021785611286759377, + 0.023864179849624634, + 0.07714848220348358, + 0.12333104759454727, + 0.09996414184570312, + 0.3192000091075897 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.2813737988471985 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, futuristic white drone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone executing a slow, precise autorotation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the drone's four carbon fiber propellers spinning at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature a warm golden sky of dusk with pink-tinted wispy clouds and distant mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth 360-degree orbit around the drone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08910587430000305 + ], + "opposite_logprob_tokens": [ + -2.4641058444976807 + ], + "logprob_reward": -0.08910587430000305, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08910587430000305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15935850143432617, + 0.1155213713645935, + 0.13838668167591095, + 0.12896186113357544, + 0.05927155911922455, + 0.058491893112659454, + 0.10512704402208328, + 0.06593026220798492, + 0.06296047568321228, + 0.10599033534526825 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.08910587430000305 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, futuristic white drone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone executing a slow, precise autorotation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the drone's four carbon fiber propellers spinning at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature a warm golden sky of dusk with pink-tinted wispy clouds and distant mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth 360-degree orbit around the drone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00979415699839592 + ], + "opposite_logprob_tokens": [ + -4.634794235229492 + ], + "logprob_reward": -0.00979415699839592, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00979415699839592, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.145745649933815, + 0.19893084466457367, + 0.09769047796726227, + 0.12986093759536743, + 0.034395359456539154, + 0.07228980958461761, + 0.06140560284256935, + 0.030736537650227547, + 0.035327501595020294, + 0.1936173141002655 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.00979415699839592 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, futuristic white drone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone executing a slow, precise autorotation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the drone's four carbon fiber propellers spinning at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature a warm golden sky of dusk with pink-tinted wispy clouds and distant mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth 360-degree orbit around the drone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4289095103740692 + ], + "opposite_logprob_tokens": [ + -1.0539095401763916 + ], + "logprob_reward": -0.4289095103740692, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4289095103740692, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14945729076862335, + 0.06749138981103897, + 0.03652248531579971, + 0.04999244585633278, + 0.03228575736284256, + 0.0162824634462595, + 0.009474831633269787, + 0.01847192645072937, + 0.04806099832057953, + 0.5719603896141052 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.4289095103740692 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot shot from a medium angle, slightly looking upward, perfectly captures a sleek, futuristic white drone in an incredibly smooth 360-degree orbit. Against the warm golden sky of dusk, the drone gracefully executes a slow, precise autorotation, like a solo aerial ballet. The setting sun's glow gently caresses its sleek, glossy white exterior, creating soft highlights, while its four carbon fiber propellers spin at high speed, becoming barely visible, translucent shadows. The rhythmic flashing of bright blue and red LEDs adds a touch of technology to the pristine white. As the camera continues to pan, wisps of wispy clouds tinged pink and the blurring outlines of distant mountains slowly pass by, creating an atmosphere of tranquility, grandeur, and technological poetry.", + "seed": 27262, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_1/index_3673_seed_27262_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.5411561014130711, + "vlm_logprob": -0.5411561014130711, + "vlm_yes_no_margin": 1.275, + "vlm_token_credit": -0.5411561014130711, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, futuristic white drone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone executing a slow, precise autorotation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the drone's four carbon fiber propellers spinning at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature a warm golden sky of dusk with pink-tinted wispy clouds and distant mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth 360-degree orbit around the drone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.7020198106765747 + ], + "opposite_logprob_tokens": [ + -0.2020198553800583 + ], + "logprob_reward": -1.7020198106765747, + "yes_no_margin_reward": -1.5, + "token_credit_reward": -1.7020198106765747, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.39108455181121826, + 0.09082315117120743, + 0.07357039302587509, + 0.07056008279323578, + 0.045630283653736115, + 0.06764131039381027, + 0.1135520339012146, + 0.059945110231637955, + 0.04770338907837868, + 0.03948972374200821 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -1.7020198106765747 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, futuristic white drone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone executing a slow, precise autorotation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the drone's four carbon fiber propellers spinning at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature a warm golden sky of dusk with pink-tinted wispy clouds and distant mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth 360-degree orbit around the drone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38712409138679504 + ], + "opposite_logprob_tokens": [ + -1.1371240615844727 + ], + "logprob_reward": -0.38712409138679504, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38712409138679504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.47936323285102844, + 0.14197342097759247, + 0.06285887956619263, + 0.05232645571231842, + 0.07088658958673477, + 0.04423283785581589, + 0.043903350830078125, + 0.022148897871375084, + 0.060707952827215195, + 0.021598387509584427 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.38712409138679504 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, futuristic white drone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone executing a slow, precise autorotation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the drone's four carbon fiber propellers spinning at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature a warm golden sky of dusk with pink-tinted wispy clouds and distant mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth 360-degree orbit around the drone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07904980331659317 + ], + "opposite_logprob_tokens": [ + -2.579049825668335 + ], + "logprob_reward": -0.07904980331659317, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07904980331659317, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6177111864089966, + 0.07828240096569061, + 0.0631682500243187, + 0.025054702535271645, + 0.049042295664548874, + 0.02698298916220665, + 0.04712241515517235, + 0.026916220784187317, + 0.024946026504039764, + 0.04077352210879326 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.07904980331659317 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, futuristic white drone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone executing a slow, precise autorotation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the drone's four carbon fiber propellers spinning at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature a warm golden sky of dusk with pink-tinted wispy clouds and distant mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth 360-degree orbit around the drone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014219158329069614 + ], + "opposite_logprob_tokens": [ + -4.264219284057617 + ], + "logprob_reward": -0.014219158329069614, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014219158329069614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.305006206035614, + 0.0910283550620079, + 0.06662940979003906, + 0.06045430526137352, + 0.1499505490064621, + 0.046535175293684006, + 0.08045003563165665, + 0.08595472574234009, + 0.056831758469343185, + 0.057159438729286194 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.014219158329069614 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, futuristic white drone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone executing a slow, precise autorotation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the drone's four carbon fiber propellers spinning at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature a warm golden sky of dusk with pink-tinted wispy clouds and distant mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth 360-degree orbit around the drone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233676433563232 + ], + "opposite_logprob_tokens": [ + -0.8983676433563232 + ], + "logprob_reward": -0.5233676433563232, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233676433563232, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20124945044517517, + 0.06142795458436012, + 0.09740763157606125, + 0.043501753360033035, + 0.18467146158218384, + 0.06769654899835587, + 0.07937153428792953, + 0.06212189048528671, + 0.15302343666553497, + 0.049528300762176514 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.5233676433563232 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot shot from a medium angle, slightly looking upward, perfectly captures a sleek, futuristic white drone in an incredibly smooth 360-degree orbit. Against the warm golden sky of dusk, the drone gracefully executes a slow, precise autorotation, like a solo aerial ballet. The setting sun's glow gently caresses its sleek, glossy white exterior, creating soft highlights, while its four carbon fiber propellers spin at high speed, becoming barely visible, translucent shadows. The rhythmic flashing of bright blue and red LEDs adds a touch of technology to the pristine white. As the camera continues to pan, wisps of wispy clouds tinged pink and the blurring outlines of distant mountains slowly pass by, creating an atmosphere of tranquility, grandeur, and technological poetry.", + "seed": 27263, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_1/index_3673_seed_27263_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.9338675186038017, + "vlm_logprob": -0.9338675186038017, + "vlm_yes_no_margin": 0.825, + "vlm_token_credit": -0.9338675186038017, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, futuristic white drone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone executing a slow, precise autorotation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the drone's four carbon fiber propellers spinning at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature a warm golden sky of dusk with pink-tinted wispy clouds and distant mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth 360-degree orbit around the drone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -3.895864963531494 + ], + "opposite_logprob_tokens": [ + -0.02086499333381653 + ], + "logprob_reward": -3.895864963531494, + "yes_no_margin_reward": -3.875, + "token_credit_reward": -3.895864963531494, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07884436845779419, + 0.6759898066520691, + 0.039518557488918304, + 0.02679642103612423, + 0.029168304055929184, + 0.014873013831675053, + 0.014276537112891674, + 0.02288537099957466, + 0.05026455596089363, + 0.0473831370472908 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -3.895864963531494 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, futuristic white drone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone executing a slow, precise autorotation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the drone's four carbon fiber propellers spinning at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature a warm golden sky of dusk with pink-tinted wispy clouds and distant mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth 360-degree orbit around the drone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2525113523006439 + ], + "opposite_logprob_tokens": [ + -1.5025113821029663 + ], + "logprob_reward": -0.2525113523006439, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2525113523006439, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.013377281837165356, + 0.8820193409919739, + 0.022129399701952934, + 0.006079287733882666, + 0.007360782474279404, + 0.005659475456923246, + 0.0073179579339921474, + 0.0307718887925148, + 0.009421469643712044, + 0.015863005071878433 + ], + "top_frames": [ + 1, + 7, + 2 + ], + "selected_reward": -0.2525113523006439 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, futuristic white drone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone executing a slow, precise autorotation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the drone's four carbon fiber propellers spinning at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature a warm golden sky of dusk with pink-tinted wispy clouds and distant mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth 360-degree orbit around the drone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11315102875232697 + ], + "opposite_logprob_tokens": [ + -2.2381510734558105 + ], + "logprob_reward": -0.11315102875232697, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11315102875232697, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03391428291797638, + 0.5404824614524841, + 0.01360764354467392, + 0.022002749145030975, + 0.017644627019762993, + 0.01162896677851677, + 0.02076875790953636, + 0.10435784608125687, + 0.05014079064130783, + 0.18545182049274445 + ], + "top_frames": [ + 1, + 9, + 7 + ], + "selected_reward": -0.11315102875232697 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, futuristic white drone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone executing a slow, precise autorotation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the drone's four carbon fiber propellers spinning at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature a warm golden sky of dusk with pink-tinted wispy clouds and distant mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth 360-degree orbit around the drone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020632989704608917 + ], + "opposite_logprob_tokens": [ + -3.8956329822540283 + ], + "logprob_reward": -0.020632989704608917, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020632989704608917, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02916930615901947, + 0.797985851764679, + 0.050099946558475494, + 0.018615378066897392, + 0.011785903945565224, + 0.012372288852930069, + 0.007736480329185724, + 0.012959707528352737, + 0.029599664732813835, + 0.029675444588065147 + ], + "top_frames": [ + 1, + 2, + 9 + ], + "selected_reward": -0.020632989704608917 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, futuristic white drone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone executing a slow, precise autorotation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the drone's four carbon fiber propellers spinning at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature a warm golden sky of dusk with pink-tinted wispy clouds and distant mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth 360-degree orbit around the drone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3871772587299347 + ], + "opposite_logprob_tokens": [ + -1.1371772289276123 + ], + "logprob_reward": -0.3871772587299347, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3871772587299347, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08831292390823364, + 0.19800108671188354, + 0.06876911967992783, + 0.08836253732442856, + 0.04640474170446396, + 0.030774159356951714, + 0.026784623041749, + 0.14941786229610443, + 0.2128676325082779, + 0.0903053805232048 + ], + "top_frames": [ + 8, + 1, + 7 + ], + "selected_reward": -0.3871772587299347 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot shot from a medium angle, slightly looking upward, perfectly captures a sleek, futuristic white drone in an incredibly smooth 360-degree orbit. Against the warm golden sky of dusk, the drone gracefully executes a slow, precise autorotation, like a solo aerial ballet. The setting sun's glow gently caresses its sleek, glossy white exterior, creating soft highlights, while its four carbon fiber propellers spin at high speed, becoming barely visible, translucent shadows. The rhythmic flashing of bright blue and red LEDs adds a touch of technology to the pristine white. As the camera continues to pan, wisps of wispy clouds tinged pink and the blurring outlines of distant mountains slowly pass by, creating an atmosphere of tranquility, grandeur, and technological poetry.", + "seed": 27264, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_1/index_3673_seed_27264_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.2534891730174422, + "vlm_logprob": -0.2534891730174422, + "vlm_yes_no_margin": 2.175, + "vlm_token_credit": -0.2534891730174422, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, futuristic white drone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone executing a slow, precise autorotation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the drone's four carbon fiber propellers spinning at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature a warm golden sky of dusk with pink-tinted wispy clouds and distant mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth 360-degree orbit around the drone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05572240799665451 + ], + "opposite_logprob_tokens": [ + -2.93072247505188 + ], + "logprob_reward": -0.05572240799665451, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05572240799665451, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09170804917812347, + 0.044566232711076736, + 0.0599728524684906, + 0.041154224425554276, + 0.17813445627689362, + 0.0915733128786087, + 0.0840013325214386, + 0.08479798585176468, + 0.11645826697349548, + 0.20763328671455383 + ], + "top_frames": [ + 9, + 4, + 8 + ], + "selected_reward": -0.05572240799665451 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, futuristic white drone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone executing a slow, precise autorotation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the drone's four carbon fiber propellers spinning at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature a warm golden sky of dusk with pink-tinted wispy clouds and distant mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth 360-degree orbit around the drone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6327703595161438 + ], + "opposite_logprob_tokens": [ + -0.7577703595161438 + ], + "logprob_reward": -0.6327703595161438, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6327703595161438, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08430251479148865, + 0.02395847626030445, + 0.07938801497220993, + 0.034080155193805695, + 0.0841282457113266, + 0.04605434462428093, + 0.1131160780787468, + 0.0723755806684494, + 0.3196323812007904, + 0.14296413958072662 + ], + "top_frames": [ + 8, + 9, + 6 + ], + "selected_reward": -0.6327703595161438 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, futuristic white drone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone executing a slow, precise autorotation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the drone's four carbon fiber propellers spinning at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature a warm golden sky of dusk with pink-tinted wispy clouds and distant mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth 360-degree orbit around the drone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04309697076678276 + ], + "opposite_logprob_tokens": [ + -3.1680970191955566 + ], + "logprob_reward": -0.04309697076678276, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04309697076678276, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06200719624757767, + 0.0343477688729763, + 0.029429109767079353, + 0.03383535519242287, + 0.1370536983013153, + 0.033212944865226746, + 0.0576682910323143, + 0.07609403133392334, + 0.060025427490472794, + 0.4763261377811432 + ], + "top_frames": [ + 9, + 4, + 7 + ], + "selected_reward": -0.04309697076678276 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, futuristic white drone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone executing a slow, precise autorotation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the drone's four carbon fiber propellers spinning at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature a warm golden sky of dusk with pink-tinted wispy clouds and distant mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth 360-degree orbit around the drone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0125464191660285 + ], + "opposite_logprob_tokens": [ + -4.387546539306641 + ], + "logprob_reward": -0.0125464191660285, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.0125464191660285, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04043777659535408, + 0.037243690341711044, + 0.033094845712184906, + 0.08009729534387589, + 0.25109365582466125, + 0.12901224195957184, + 0.26126790046691895, + 0.07708364725112915, + 0.032089732587337494, + 0.058579206466674805 + ], + "top_frames": [ + 6, + 4, + 5 + ], + "selected_reward": -0.0125464191660285 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, futuristic white drone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone executing a slow, precise autorotation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the drone's four carbon fiber propellers spinning at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature a warm golden sky of dusk with pink-tinted wispy clouds and distant mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth 360-degree orbit around the drone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233097076416016 + ], + "opposite_logprob_tokens": [ + -0.8983097076416016 + ], + "logprob_reward": -0.5233097076416016, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233097076416016, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07229357957839966, + 0.036175183951854706, + 0.032376471906900406, + 0.0604892261326313, + 0.10764177143573761, + 0.08503387868404388, + 0.1926557421684265, + 0.1271246373653412, + 0.11299894005060196, + 0.17321060597896576 + ], + "top_frames": [ + 6, + 9, + 7 + ], + "selected_reward": -0.5233097076416016 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_10/index_tensor([5915, 5915])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_10/index_tensor([5915, 5915])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..f9ff232f3f813f5cf6002927c164065704e6bfc8 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_10/index_tensor([5915, 5915])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "handheld medium-long shot, positioned low to the water's surface, gently trembling with the rhythmic movement of the waves, captures the stark contrast and quiet departure of a scene. The camera follows a lone figure in a small, weathered wooden rowboat, their back to the viewer, as they rhythmically stroke two long oars. Draped in a dark, heavy fabric that obscures their form, their posture focused and cautious as they push the boat away from a brightly burning bonfire on the wooden dock. The bonfire burns with an intense, crackling energy, casting a vibrant, shimmering orange and gold glow that dances across the dark, weathered planks of the dock and sends spirals of sparks into the deep, starless night sky. This warm, dramatic light captures the ripples created by the oars, transforming them into fleeting, glowing circles on the inky water. As the boat steadily moves toward the darkness, the figure and boat become more sharply defined by the receding glow of the flames, creating a tranquil denouement and a profound atmosphere of mystery.", + "seed": 10922, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_10/index_5915_seed_10922_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.015452526928856968, + "vlm_logprob": -0.015452526928856968, + "vlm_yes_no_margin": 4.725, + "vlm_token_credit": -0.015452526928856968, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a handheld medium-long shot positioned low to the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera gently trembling with the rhythmic movement of the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone figure in a small, weathered wooden rowboat visible with their back to the viewer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure draped in a dark, heavy fabric that obscures their form while rowing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a brightly burning bonfire on a wooden dock casting orange and gold light and sparks into the night sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.025011669844388962 + ], + "opposite_logprob_tokens": [ + -4.4000115394592285 + ], + "logprob_reward": -0.025011669844388962, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.025011669844388962, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12913458049297333, + 0.06984149664640427, + 0.0562288872897625, + 0.1590886116027832, + 0.04542239010334015, + 0.1206720694899559, + 0.044466737657785416, + 0.20359572768211365, + 0.1274152398109436, + 0.04413420334458351 + ], + "top_frames": [ + 7, + 3, + 0 + ], + "selected_reward": -0.025011669844388962 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a handheld medium-long shot positioned low to the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera gently trembling with the rhythmic movement of the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone figure in a small, weathered wooden rowboat visible with their back to the viewer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure draped in a dark, heavy fabric that obscures their form while rowing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a brightly burning bonfire on a wooden dock casting orange and gold light and sparks into the night sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033710893243551254 + ], + "opposite_logprob_tokens": [ + -3.4087109565734863 + ], + "logprob_reward": -0.033710893243551254, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033710893243551254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09408991783857346, + 0.07486551254987717, + 0.17560584843158722, + 0.23986512422561646, + 0.12657426297664642, + 0.08185175061225891, + 0.047297403216362, + 0.036452796310186386, + 0.0704965814948082, + 0.05290082097053528 + ], + "top_frames": [ + 3, + 2, + 4 + ], + "selected_reward": -0.033710893243551254 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a handheld medium-long shot positioned low to the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera gently trembling with the rhythmic movement of the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone figure in a small, weathered wooden rowboat visible with their back to the viewer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure draped in a dark, heavy fabric that obscures their form while rowing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a brightly burning bonfire on a wooden dock casting orange and gold light and sparks into the night sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011083466000854969 + ], + "opposite_logprob_tokens": [ + -4.511083602905273 + ], + "logprob_reward": -0.011083466000854969, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011083466000854969, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11344078183174133, + 0.10556021332740784, + 0.13678507506847382, + 0.20696818828582764, + 0.07780056446790695, + 0.05933518335223198, + 0.08534017950296402, + 0.06303699314594269, + 0.09656259417533875, + 0.0551702044904232 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.011083466000854969 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a handheld medium-long shot positioned low to the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera gently trembling with the rhythmic movement of the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone figure in a small, weathered wooden rowboat visible with their back to the viewer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure draped in a dark, heavy fabric that obscures their form while rowing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a brightly burning bonfire on a wooden dock casting orange and gold light and sparks into the night sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005258300807327032 + ], + "opposite_logprob_tokens": [ + -5.255258083343506 + ], + "logprob_reward": -0.005258300807327032, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005258300807327032, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07652000337839127, + 0.10840001702308655, + 0.18871095776557922, + 0.1784001886844635, + 0.06284379214048386, + 0.04160117730498314, + 0.029735051095485687, + 0.052364736795425415, + 0.06693600118160248, + 0.19448809325695038 + ], + "top_frames": [ + 9, + 2, + 3 + ], + "selected_reward": -0.005258300807327032 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a handheld medium-long shot positioned low to the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera gently trembling with the rhythmic movement of the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone figure in a small, weathered wooden rowboat visible with their back to the viewer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure draped in a dark, heavy fabric that obscures their form while rowing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a brightly burning bonfire on a wooden dock casting orange and gold light and sparks into the night sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021983047481626272 + ], + "opposite_logprob_tokens": [ + -6.127198219299316 + ], + "logprob_reward": -0.0021983047481626272, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021983047481626272, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14048391580581665, + 0.06802711635828018, + 0.07987548410892487, + 0.13208988308906555, + 0.19467578828334808, + 0.10847614705562592, + 0.03906100615859032, + 0.09045132994651794, + 0.052435584366321564, + 0.0944238007068634 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.0021983047481626272 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "handheld medium-long shot, positioned low to the water's surface, gently trembling with the rhythmic movement of the waves, captures the stark contrast and quiet departure of a scene. The camera follows a lone figure in a small, weathered wooden rowboat, their back to the viewer, as they rhythmically stroke two long oars. Draped in a dark, heavy fabric that obscures their form, their posture focused and cautious as they push the boat away from a brightly burning bonfire on the wooden dock. The bonfire burns with an intense, crackling energy, casting a vibrant, shimmering orange and gold glow that dances across the dark, weathered planks of the dock and sends spirals of sparks into the deep, starless night sky. This warm, dramatic light captures the ripples created by the oars, transforming them into fleeting, glowing circles on the inky water. As the boat steadily moves toward the darkness, the figure and boat become more sharply defined by the receding glow of the flames, creating a tranquil denouement and a profound atmosphere of mystery.", + "seed": 10923, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_10/index_5915_seed_10923_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.012677483912557363, + "vlm_logprob": -0.012677483912557363, + "vlm_yes_no_margin": 5.2, + "vlm_token_credit": -0.012677483912557363, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a handheld medium-long shot positioned low to the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera gently trembling with the rhythmic movement of the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone figure in a small, weathered wooden rowboat visible with their back to the viewer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure draped in a dark, heavy fabric that obscures their form while rowing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a brightly burning bonfire on a wooden dock casting orange and gold light and sparks into the night sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.017389802262187004 + ], + "opposite_logprob_tokens": [ + -4.89238977432251 + ], + "logprob_reward": -0.017389802262187004, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.017389802262187004, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20570580661296844, + 0.0470728762447834, + 0.06574651598930359, + 0.059442900121212006, + 0.10727446526288986, + 0.20570744574069977, + 0.05677293241024017, + 0.12296287715435028, + 0.031494319438934326, + 0.09781987220048904 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.017389802262187004 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a handheld medium-long shot positioned low to the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera gently trembling with the rhythmic movement of the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone figure in a small, weathered wooden rowboat visible with their back to the viewer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure draped in a dark, heavy fabric that obscures their form while rowing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a brightly burning bonfire on a wooden dock casting orange and gold light and sparks into the night sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811302036046982 + ], + "opposite_logprob_tokens": [ + -3.2881131172180176 + ], + "logprob_reward": -0.03811302036046982, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811302036046982, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.142709881067276, + 0.03856131434440613, + 0.10010167956352234, + 0.029340261593461037, + 0.2894649803638458, + 0.09393519163131714, + 0.06746675819158554, + 0.11225609481334686, + 0.04834913834929466, + 0.0778147280216217 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.03811302036046982 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a handheld medium-long shot positioned low to the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera gently trembling with the rhythmic movement of the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone figure in a small, weathered wooden rowboat visible with their back to the viewer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure draped in a dark, heavy fabric that obscures their form while rowing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a brightly burning bonfire on a wooden dock casting orange and gold light and sparks into the night sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024920618161559105 + ], + "opposite_logprob_tokens": [ + -6.0024919509887695 + ], + "logprob_reward": -0.0024920618161559105, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024920618161559105, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3402717113494873, + 0.04928625747561455, + 0.16626203060150146, + 0.08080556243658066, + 0.0496971532702446, + 0.08354475349187851, + 0.04025087505578995, + 0.09489991515874863, + 0.03904110938310623, + 0.05594063177704811 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.0024920618161559105 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a handheld medium-long shot positioned low to the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera gently trembling with the rhythmic movement of the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone figure in a small, weathered wooden rowboat visible with their back to the viewer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure draped in a dark, heavy fabric that obscures their form while rowing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a brightly burning bonfire on a wooden dock casting orange and gold light and sparks into the night sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031956578604876995 + ], + "opposite_logprob_tokens": [ + -5.753195762634277 + ], + "logprob_reward": -0.0031956578604876995, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031956578604876995, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1294487565755844, + 0.04791043698787689, + 0.135292649269104, + 0.09048869460821152, + 0.11311326175928116, + 0.21796929836273193, + 0.06934472918510437, + 0.10674930363893509, + 0.05186472460627556, + 0.03781810402870178 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.0031956578604876995 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a handheld medium-long shot positioned low to the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera gently trembling with the rhythmic movement of the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone figure in a small, weathered wooden rowboat visible with their back to the viewer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure draped in a dark, heavy fabric that obscures their form while rowing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a brightly burning bonfire on a wooden dock casting orange and gold light and sparks into the night sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021968772634863853 + ], + "opposite_logprob_tokens": [ + -6.127196788787842 + ], + "logprob_reward": -0.0021968772634863853, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021968772634863853, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1336238831281662, + 0.15879245102405548, + 0.11689599603414536, + 0.04000230133533478, + 0.14607878029346466, + 0.11318478733301163, + 0.04580680653452873, + 0.18821853399276733, + 0.02439667098224163, + 0.03299980238080025 + ], + "top_frames": [ + 7, + 1, + 4 + ], + "selected_reward": -0.0021968772634863853 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "handheld medium-long shot, positioned low to the water's surface, gently trembling with the rhythmic movement of the waves, captures the stark contrast and quiet departure of a scene. The camera follows a lone figure in a small, weathered wooden rowboat, their back to the viewer, as they rhythmically stroke two long oars. Draped in a dark, heavy fabric that obscures their form, their posture focused and cautious as they push the boat away from a brightly burning bonfire on the wooden dock. The bonfire burns with an intense, crackling energy, casting a vibrant, shimmering orange and gold glow that dances across the dark, weathered planks of the dock and sends spirals of sparks into the deep, starless night sky. This warm, dramatic light captures the ripples created by the oars, transforming them into fleeting, glowing circles on the inky water. As the boat steadily moves toward the darkness, the figure and boat become more sharply defined by the receding glow of the flames, creating a tranquil denouement and a profound atmosphere of mystery.", + "seed": 10924, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_10/index_5915_seed_10924_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.018718662764877082, + "vlm_logprob": -0.018718662764877082, + "vlm_yes_no_margin": 4.75, + "vlm_token_credit": -0.018718662764877082, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a handheld medium-long shot positioned low to the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera gently trembling with the rhythmic movement of the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone figure in a small, weathered wooden rowboat visible with their back to the viewer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure draped in a dark, heavy fabric that obscures their form while rowing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a brightly burning bonfire on a wooden dock casting orange and gold light and sparks into the night sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0301675982773304 + ], + "opposite_logprob_tokens": [ + -4.155167579650879 + ], + "logprob_reward": -0.0301675982773304, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.0301675982773304, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2535880506038666, + 0.06361459195613861, + 0.106688492000103, + 0.06438247114419937, + 0.12220489233732224, + 0.21590843796730042, + 0.06514641642570496, + 0.0385591983795166, + 0.036519601941108704, + 0.03338784724473953 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.0301675982773304 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a handheld medium-long shot positioned low to the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera gently trembling with the rhythmic movement of the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone figure in a small, weathered wooden rowboat visible with their back to the viewer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure draped in a dark, heavy fabric that obscures their form while rowing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a brightly burning bonfire on a wooden dock casting orange and gold light and sparks into the night sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866704344749451 + ], + "opposite_logprob_tokens": [ + -3.0486669540405273 + ], + "logprob_reward": -0.04866704344749451, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866704344749451, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21019700169563293, + 0.11078813672065735, + 0.11531738191843033, + 0.08008693903684616, + 0.13705025613307953, + 0.12064173817634583, + 0.08559723943471909, + 0.045017749071121216, + 0.028668439015746117, + 0.0666351318359375 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.04866704344749451 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a handheld medium-long shot positioned low to the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera gently trembling with the rhythmic movement of the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone figure in a small, weathered wooden rowboat visible with their back to the viewer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure draped in a dark, heavy fabric that obscures their form while rowing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a brightly burning bonfire on a wooden dock casting orange and gold light and sparks into the night sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002490753773599863 + ], + "opposite_logprob_tokens": [ + -6.002490520477295 + ], + "logprob_reward": -0.002490753773599863, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002490753773599863, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1788145750761032, + 0.1214263066649437, + 0.058713313192129135, + 0.04133424907922745, + 0.11285937577486038, + 0.2298266589641571, + 0.09150668233633041, + 0.07702403515577316, + 0.03548017516732216, + 0.05301472172141075 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.002490753773599863 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a handheld medium-long shot positioned low to the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera gently trembling with the rhythmic movement of the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone figure in a small, weathered wooden rowboat visible with their back to the viewer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure draped in a dark, heavy fabric that obscures their form while rowing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a brightly burning bonfire on a wooden dock casting orange and gold light and sparks into the night sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024917051196098328 + ], + "opposite_logprob_tokens": [ + -6.002491474151611 + ], + "logprob_reward": -0.0024917051196098328, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024917051196098328, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20391671359539032, + 0.1137511283159256, + 0.11941273510456085, + 0.030724402517080307, + 0.07953008264303207, + 0.19350765645503998, + 0.09770824015140533, + 0.06208087503910065, + 0.036424823105335236, + 0.06294336169958115 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.0024917051196098328 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a handheld medium-long shot positioned low to the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera gently trembling with the rhythmic movement of the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone figure in a small, weathered wooden rowboat visible with their back to the viewer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure draped in a dark, heavy fabric that obscures their form while rowing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a brightly burning bonfire on a wooden dock casting orange and gold light and sparks into the night sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009776213206350803 + ], + "opposite_logprob_tokens": [ + -4.6347761154174805 + ], + "logprob_reward": -0.009776213206350803, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009776213206350803, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10348907858133316, + 0.12511004507541656, + 0.04082804173231125, + 0.036558642983436584, + 0.10006174445152283, + 0.21774445474147797, + 0.1344807893037796, + 0.18154871463775635, + 0.04355226829648018, + 0.016626205295324326 + ], + "top_frames": [ + 5, + 7, + 6 + ], + "selected_reward": -0.009776213206350803 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "handheld medium-long shot, positioned low to the water's surface, gently trembling with the rhythmic movement of the waves, captures the stark contrast and quiet departure of a scene. The camera follows a lone figure in a small, weathered wooden rowboat, their back to the viewer, as they rhythmically stroke two long oars. Draped in a dark, heavy fabric that obscures their form, their posture focused and cautious as they push the boat away from a brightly burning bonfire on the wooden dock. The bonfire burns with an intense, crackling energy, casting a vibrant, shimmering orange and gold glow that dances across the dark, weathered planks of the dock and sends spirals of sparks into the deep, starless night sky. This warm, dramatic light captures the ripples created by the oars, transforming them into fleeting, glowing circles on the inky water. As the boat steadily moves toward the darkness, the figure and boat become more sharply defined by the receding glow of the flames, creating a tranquil denouement and a profound atmosphere of mystery.", + "seed": 10925, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_10/index_5915_seed_10925_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.01846557781100273, + "vlm_logprob": -0.01846557781100273, + "vlm_yes_no_margin": 4.4, + "vlm_token_credit": -0.01846557781100273, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a handheld medium-long shot positioned low to the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera gently trembling with the rhythmic movement of the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone figure in a small, weathered wooden rowboat visible with their back to the viewer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure draped in a dark, heavy fabric that obscures their form while rowing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a brightly burning bonfire on a wooden dock casting orange and gold light and sparks into the night sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02791696786880493 + ], + "opposite_logprob_tokens": [ + -4.02791690826416 + ], + "logprob_reward": -0.02791696786880493, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.02791696786880493, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1108003780245781, + 0.06628748774528503, + 0.16251055896282196, + 0.04727540910243988, + 0.07358772307634354, + 0.4266468286514282, + 0.02236759103834629, + 0.0158948116004467, + 0.029391219839453697, + 0.04523802548646927 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.02791696786880493 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a handheld medium-long shot positioned low to the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera gently trembling with the rhythmic movement of the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone figure in a small, weathered wooden rowboat visible with their back to the viewer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure draped in a dark, heavy fabric that obscures their form while rowing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a brightly burning bonfire on a wooden dock casting orange and gold light and sparks into the night sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0430804118514061 + ], + "opposite_logprob_tokens": [ + -3.1680803298950195 + ], + "logprob_reward": -0.0430804118514061, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0430804118514061, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1440553516149521, + 0.18270818889141083, + 0.04684299975633621, + 0.04257403686642647, + 0.13113370537757874, + 0.2911425232887268, + 0.04719887301325798, + 0.021084707230329514, + 0.039419177919626236, + 0.05384044721722603 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.0430804118514061 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a handheld medium-long shot positioned low to the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera gently trembling with the rhythmic movement of the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone figure in a small, weathered wooden rowboat visible with their back to the viewer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure draped in a dark, heavy fabric that obscures their form while rowing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a brightly burning bonfire on a wooden dock casting orange and gold light and sparks into the night sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006739267613738775 + ], + "opposite_logprob_tokens": [ + -5.006739139556885 + ], + "logprob_reward": -0.006739267613738775, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006739267613738775, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0559723936021328, + 0.06561632454395294, + 0.20297105610370636, + 0.26035746932029724, + 0.26788219809532166, + 0.03639132156968117, + 0.014471737667918205, + 0.01879572495818138, + 0.04538301005959511, + 0.032158784568309784 + ], + "top_frames": [ + 4, + 3, + 2 + ], + "selected_reward": -0.006739267613738775 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a handheld medium-long shot positioned low to the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera gently trembling with the rhythmic movement of the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone figure in a small, weathered wooden rowboat visible with their back to the viewer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure draped in a dark, heavy fabric that obscures their form while rowing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a brightly burning bonfire on a wooden dock casting orange and gold light and sparks into the night sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00595379201695323 + ], + "opposite_logprob_tokens": [ + -5.130953788757324 + ], + "logprob_reward": -0.00595379201695323, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00595379201695323, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.058068208396434784, + 0.11681894958019257, + 0.10159675776958466, + 0.19245553016662598, + 0.0913114845752716, + 0.30174434185028076, + 0.04085654392838478, + 0.02613047882914543, + 0.03840641677379608, + 0.03261128440499306 + ], + "top_frames": [ + 5, + 3, + 1 + ], + "selected_reward": -0.00595379201695323 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a handheld medium-long shot positioned low to the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera gently trembling with the rhythmic movement of the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone figure in a small, weathered wooden rowboat visible with their back to the viewer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure draped in a dark, heavy fabric that obscures their form while rowing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a brightly burning bonfire on a wooden dock casting orange and gold light and sparks into the night sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008637449704110622 + ], + "opposite_logprob_tokens": [ + -4.758637428283691 + ], + "logprob_reward": -0.008637449704110622, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008637449704110622, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05782626196742058, + 0.09738249331712723, + 0.024583516642451286, + 0.28629472851753235, + 0.03495515137910843, + 0.21104222536087036, + 0.0461069755256176, + 0.04670502990484238, + 0.08150637149810791, + 0.11359724402427673 + ], + "top_frames": [ + 3, + 5, + 9 + ], + "selected_reward": -0.008637449704110622 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_11/index_tensor([8174, 8174])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_11/index_tensor([8174, 8174])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..201771e5becbd81e548ff0cd757bed166f739674 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_11/index_tensor([8174, 8174])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "high-angle close-up initiates the scene, the camera tilting steadily downward to dynamically follow the action. A bright yellow foam ball with a porous, matte texture is lowered into the frame. It descends steadily toward the thick, plush, beige high-pile carpet that dominates the lower portion of the field of view. As the ball makes contact, the carpet fibers visibly compress, gently yet profoundly cushioning the impact. The ball deforms slightly upon landing, then rebounds in a gentle, slow arc, having lost almost all momentum. It lands a second time with an almost imperceptible bounce, rolling for a moment before settling completely to its final rest, nestled in the rich, soft fibers. The entire scene is bathed in the warm, realistic light of an off-screen lamp. The motionless ball casts long, soft shadows, creating an atmosphere of comfort, tranquility, and concentration. The out-of-focus legs of the dark wooden coffee table are subtly visible in the background, grounding the scene.", + "seed": 28399, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_11/index_8174_seed_28399_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.08164635843131691, + "vlm_logprob": -0.08164635843131691, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.08164635843131691, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle close-up shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tilting steadily downward to follow the action?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright yellow foam ball with a porous, matte texture visible descending into the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball land on a thick, plush, beige high-pile carpet and cause the fibers to visibly compress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the out-of-focus legs of a dark wooden coffee table visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07310972362756729 + ], + "opposite_logprob_tokens": [ + -2.6981096267700195 + ], + "logprob_reward": -0.07310972362756729, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07310972362756729, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2257271707057953, + 0.08771330118179321, + 0.06301866471767426, + 0.03922637179493904, + 0.08036559075117111, + 0.0690109059214592, + 0.3702108860015869, + 0.019511396065354347, + 0.03177730366587639, + 0.013438345864415169 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.07310972362756729 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle close-up shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tilting steadily downward to follow the action?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright yellow foam ball with a porous, matte texture visible descending into the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball land on a thick, plush, beige high-pile carpet and cause the fibers to visibly compress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the out-of-focus legs of a dark wooden coffee table visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813352048397064 + ], + "opposite_logprob_tokens": [ + -1.4063352346420288 + ], + "logprob_reward": -0.2813352048397064, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813352048397064, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.44581520557403564, + 0.1651449352502823, + 0.07621672749519348, + 0.05214664712548256, + 0.028583431616425514, + 0.05089191347360611, + 0.09829743951559067, + 0.021122921258211136, + 0.03588417172431946, + 0.02589661441743374 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.2813352048397064 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle close-up shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tilting steadily downward to follow the action?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright yellow foam ball with a porous, matte texture visible descending into the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball land on a thick, plush, beige high-pile carpet and cause the fibers to visibly compress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the out-of-focus legs of a dark wooden coffee table visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019516960019245744 + ], + "opposite_logprob_tokens": [ + -6.251951694488525 + ], + "logprob_reward": -0.0019516960019245744, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019516960019245744, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23757413029670715, + 0.2220079004764557, + 0.09219425916671753, + 0.053867604583501816, + 0.03456089273095131, + 0.1391044706106186, + 0.07328202575445175, + 0.07344641536474228, + 0.03344506025314331, + 0.04051723703742027 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.0019516960019245744 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle close-up shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tilting steadily downward to follow the action?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright yellow foam ball with a porous, matte texture visible descending into the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball land on a thick, plush, beige high-pile carpet and cause the fibers to visibly compress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the out-of-focus legs of a dark wooden coffee table visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00319446949288249 + ], + "opposite_logprob_tokens": [ + -5.753194332122803 + ], + "logprob_reward": -0.00319446949288249, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.00319446949288249, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15117748081684113, + 0.17117291688919067, + 0.09461067616939545, + 0.12085042893886566, + 0.07419037073850632, + 0.18761490285396576, + 0.06589143723249435, + 0.06334345042705536, + 0.03552229329943657, + 0.03562599793076515 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.00319446949288249 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle close-up shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tilting steadily downward to follow the action?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright yellow foam ball with a porous, matte texture visible descending into the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball land on a thick, plush, beige high-pile carpet and cause the fibers to visibly compress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the out-of-focus legs of a dark wooden coffee table visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048640698194503784 + ], + "opposite_logprob_tokens": [ + -3.048640727996826 + ], + "logprob_reward": -0.048640698194503784, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048640698194503784, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1838858425617218, + 0.18748165667057037, + 0.046960681676864624, + 0.06809709221124649, + 0.09152868390083313, + 0.08365782350301743, + 0.10644003003835678, + 0.12000452727079391, + 0.06906571984291077, + 0.04287795349955559 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.048640698194503784 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle close-up initiates the scene, the camera tilting steadily downward to dynamically follow the action. A bright yellow foam ball with a porous, matte texture is lowered into the frame. It descends steadily toward the thick, plush, beige high-pile carpet that dominates the lower portion of the field of view. As the ball makes contact, the carpet fibers visibly compress, gently yet profoundly cushioning the impact. The ball deforms slightly upon landing, then rebounds in a gentle, slow arc, having lost almost all momentum. It lands a second time with an almost imperceptible bounce, rolling for a moment before settling completely to its final rest, nestled in the rich, soft fibers. The entire scene is bathed in the warm, realistic light of an off-screen lamp. The motionless ball casts long, soft shadows, creating an atmosphere of comfort, tranquility, and concentration. The out-of-focus legs of the dark wooden coffee table are subtly visible in the background, grounding the scene.", + "seed": 28400, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_11/index_8174_seed_28400_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05267795058898628, + "vlm_logprob": -0.05267795058898628, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.05267795058898628, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle close-up shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tilting steadily downward to follow the action?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright yellow foam ball with a porous, matte texture visible descending into the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball land on a thick, plush, beige high-pile carpet and cause the fibers to visibly compress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the out-of-focus legs of a dark wooden coffee table visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07506319135427475 + ], + "opposite_logprob_tokens": [ + -2.7000632286071777 + ], + "logprob_reward": -0.07506319135427475, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07506319135427475, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2735433280467987, + 0.1336413025856018, + 0.12316039949655533, + 0.03764594346284866, + 0.04146900400519371, + 0.059732835739851, + 0.14496959745883942, + 0.037078458815813065, + 0.02249949611723423, + 0.1262596696615219 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.07506319135427475 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle close-up shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tilting steadily downward to follow the action?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright yellow foam ball with a porous, matte texture visible descending into the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball land on a thick, plush, beige high-pile carpet and cause the fibers to visibly compress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the out-of-focus legs of a dark wooden coffee table visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12707850337028503 + ], + "opposite_logprob_tokens": [ + -2.1270785331726074 + ], + "logprob_reward": -0.12707850337028503, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12707850337028503, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3026590347290039, + 0.23810839653015137, + 0.06740336865186691, + 0.11701525747776031, + 0.031938597559928894, + 0.03702358156442642, + 0.06251171976327896, + 0.022991757839918137, + 0.04355708137154579, + 0.07679122686386108 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.12707850337028503 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle close-up shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tilting steadily downward to follow the action?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright yellow foam ball with a porous, matte texture visible descending into the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball land on a thick, plush, beige high-pile carpet and cause the fibers to visibly compress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the out-of-focus legs of a dark wooden coffee table visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002209009835496545 + ], + "opposite_logprob_tokens": [ + -6.127209186553955 + ], + "logprob_reward": -0.002209009835496545, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002209009835496545, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19227582216262817, + 0.13705378770828247, + 0.034342240542173386, + 0.04228642210364342, + 0.07934434711933136, + 0.028218990191817284, + 0.012979830615222454, + 0.031813062727451324, + 0.024314232170581818, + 0.4173712432384491 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.002209009835496545 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle close-up shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tilting steadily downward to follow the action?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright yellow foam ball with a porous, matte texture visible descending into the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball land on a thick, plush, beige high-pile carpet and cause the fibers to visibly compress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the out-of-focus legs of a dark wooden coffee table visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004097163211554289 + ], + "opposite_logprob_tokens": [ + -5.504096984863281 + ], + "logprob_reward": -0.004097163211554289, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004097163211554289, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12425299733877182, + 0.20347368717193604, + 0.12982110679149628, + 0.06099918112158775, + 0.10567875951528549, + 0.0715268924832344, + 0.038799695670604706, + 0.03344901278614998, + 0.06384812295436859, + 0.16815054416656494 + ], + "top_frames": [ + 1, + 9, + 2 + ], + "selected_reward": -0.004097163211554289 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle close-up shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tilting steadily downward to follow the action?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright yellow foam ball with a porous, matte texture visible descending into the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball land on a thick, plush, beige high-pile carpet and cause the fibers to visibly compress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the out-of-focus legs of a dark wooden coffee table visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05494188517332077 + ], + "opposite_logprob_tokens": [ + -2.9299418926239014 + ], + "logprob_reward": -0.05494188517332077, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05494188517332077, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33196303248405457, + 0.09422559291124344, + 0.07769382745027542, + 0.03718576580286026, + 0.03406289964914322, + 0.026075975969433784, + 0.0756404921412468, + 0.020115450024604797, + 0.020503368228673935, + 0.28253358602523804 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.05494188517332077 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle close-up initiates the scene, the camera tilting steadily downward to dynamically follow the action. A bright yellow foam ball with a porous, matte texture is lowered into the frame. It descends steadily toward the thick, plush, beige high-pile carpet that dominates the lower portion of the field of view. As the ball makes contact, the carpet fibers visibly compress, gently yet profoundly cushioning the impact. The ball deforms slightly upon landing, then rebounds in a gentle, slow arc, having lost almost all momentum. It lands a second time with an almost imperceptible bounce, rolling for a moment before settling completely to its final rest, nestled in the rich, soft fibers. The entire scene is bathed in the warm, realistic light of an off-screen lamp. The motionless ball casts long, soft shadows, creating an atmosphere of comfort, tranquility, and concentration. The out-of-focus legs of the dark wooden coffee table are subtly visible in the background, grounding the scene.", + "seed": 28401, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_11/index_8174_seed_28401_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.1880611028522253, + "vlm_logprob": -0.1880611028522253, + "vlm_yes_no_margin": 3.15, + "vlm_token_credit": -0.1880611028522253, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle close-up shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tilting steadily downward to follow the action?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright yellow foam ball with a porous, matte texture visible descending into the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball land on a thick, plush, beige high-pile carpet and cause the fibers to visibly compress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the out-of-focus legs of a dark wooden coffee table visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10420375317335129 + ], + "opposite_logprob_tokens": [ + -2.354203701019287 + ], + "logprob_reward": -0.10420375317335129, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10420375317335129, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33568862080574036, + 0.2250063121318817, + 0.04791269823908806, + 0.0710463747382164, + 0.06100911274552345, + 0.025874722748994827, + 0.050943274050951004, + 0.13512013852596283, + 0.017206763848662376, + 0.03019198216497898 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.10420375317335129 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle close-up shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tilting steadily downward to follow the action?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright yellow foam ball with a porous, matte texture visible descending into the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball land on a thick, plush, beige high-pile carpet and cause the fibers to visibly compress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the out-of-focus legs of a dark wooden coffee table visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578222751617432 + ], + "opposite_logprob_tokens": [ + -0.6328222751617432 + ], + "logprob_reward": -0.7578222751617432, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578222751617432, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.17738643288612366, + 0.4165734350681305, + 0.13675738871097565, + 0.06829231977462769, + 0.035272177308797836, + 0.09538708627223969, + 0.02917022816836834, + 0.019312560558319092, + 0.009475707076489925, + 0.012372594326734543 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.7578222751617432 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle close-up shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tilting steadily downward to follow the action?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright yellow foam ball with a porous, matte texture visible descending into the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball land on a thick, plush, beige high-pile carpet and cause the fibers to visibly compress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the out-of-focus legs of a dark wooden coffee table visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036297645419836044 + ], + "opposite_logprob_tokens": [ + -5.628629684448242 + ], + "logprob_reward": -0.0036297645419836044, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036297645419836044, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11101938784122467, + 0.3679281771183014, + 0.19424307346343994, + 0.02656790055334568, + 0.03943915292620659, + 0.029326321557164192, + 0.03285178542137146, + 0.18334533274173737, + 0.008602667599916458, + 0.006676205433905125 + ], + "top_frames": [ + 1, + 2, + 7 + ], + "selected_reward": -0.0036297645419836044 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle close-up shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tilting steadily downward to follow the action?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright yellow foam ball with a porous, matte texture visible descending into the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball land on a thick, plush, beige high-pile carpet and cause the fibers to visibly compress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the out-of-focus legs of a dark wooden coffee table visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004643134772777557 + ], + "opposite_logprob_tokens": [ + -5.379642963409424 + ], + "logprob_reward": -0.004643134772777557, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004643134772777557, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13996955752372742, + 0.1267082244157791, + 0.2800067663192749, + 0.03378886729478836, + 0.09259270131587982, + 0.03830552473664284, + 0.0876678079366684, + 0.15904580056667328, + 0.02430887706577778, + 0.017605824396014214 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.004643134772777557 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle close-up shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tilting steadily downward to follow the action?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright yellow foam ball with a porous, matte texture visible descending into the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball land on a thick, plush, beige high-pile carpet and cause the fibers to visibly compress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the out-of-focus legs of a dark wooden coffee table visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0700065866112709 + ], + "opposite_logprob_tokens": [ + -2.6950066089630127 + ], + "logprob_reward": -0.0700065866112709, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0700065866112709, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11409947276115417, + 0.612838864326477, + 0.09150700271129608, + 0.018144425004720688, + 0.023346561938524246, + 0.07143555581569672, + 0.009236892685294151, + 0.04638809338212013, + 0.004938527476042509, + 0.008064616471529007 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.0700065866112709 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle close-up initiates the scene, the camera tilting steadily downward to dynamically follow the action. A bright yellow foam ball with a porous, matte texture is lowered into the frame. It descends steadily toward the thick, plush, beige high-pile carpet that dominates the lower portion of the field of view. As the ball makes contact, the carpet fibers visibly compress, gently yet profoundly cushioning the impact. The ball deforms slightly upon landing, then rebounds in a gentle, slow arc, having lost almost all momentum. It lands a second time with an almost imperceptible bounce, rolling for a moment before settling completely to its final rest, nestled in the rich, soft fibers. The entire scene is bathed in the warm, realistic light of an off-screen lamp. The motionless ball casts long, soft shadows, creating an atmosphere of comfort, tranquility, and concentration. The out-of-focus legs of the dark wooden coffee table are subtly visible in the background, grounding the scene.", + "seed": 28402, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_11/index_8174_seed_28402_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.10020226510241628, + "vlm_logprob": -0.10020226510241628, + "vlm_yes_no_margin": 3.125, + "vlm_token_credit": -0.10020226510241628, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle close-up shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tilting steadily downward to follow the action?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright yellow foam ball with a porous, matte texture visible descending into the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball land on a thick, plush, beige high-pile carpet and cause the fibers to visibly compress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the out-of-focus legs of a dark wooden coffee table visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09142228215932846 + ], + "opposite_logprob_tokens": [ + -2.4664223194122314 + ], + "logprob_reward": -0.09142228215932846, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09142228215932846, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18642668426036835, + 0.06310161203145981, + 0.10359133034944534, + 0.057583291083574295, + 0.25033512711524963, + 0.07456719875335693, + 0.0721466988325119, + 0.08012174814939499, + 0.06169829145073891, + 0.050427958369255066 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.09142228215932846 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle close-up shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tilting steadily downward to follow the action?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright yellow foam ball with a porous, matte texture visible descending into the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball land on a thick, plush, beige high-pile carpet and cause the fibers to visibly compress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the out-of-focus legs of a dark wooden coffee table visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31345823407173157 + ], + "opposite_logprob_tokens": [ + -1.3134582042694092 + ], + "logprob_reward": -0.31345823407173157, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31345823407173157, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26084062457084656, + 0.07079805433750153, + 0.09102614969015121, + 0.1335633099079132, + 0.12558534741401672, + 0.04129553213715553, + 0.042940203100442886, + 0.1099831685423851, + 0.05248088762164116, + 0.07148660719394684 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.31345823407173157 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle close-up shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tilting steadily downward to follow the action?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright yellow foam ball with a porous, matte texture visible descending into the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball land on a thick, plush, beige high-pile carpet and cause the fibers to visibly compress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the out-of-focus legs of a dark wooden coffee table visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028292411006987095 + ], + "opposite_logprob_tokens": [ + -5.877829074859619 + ], + "logprob_reward": -0.0028292411006987095, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028292411006987095, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16254615783691406, + 0.07050248980522156, + 0.0944271832704544, + 0.1314912736415863, + 0.14667105674743652, + 0.21123424172401428, + 0.03925931453704834, + 0.054656412452459335, + 0.030320940539240837, + 0.0588909313082695 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.0028292411006987095 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle close-up shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tilting steadily downward to follow the action?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright yellow foam ball with a porous, matte texture visible descending into the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball land on a thick, plush, beige high-pile carpet and cause the fibers to visibly compress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the out-of-focus legs of a dark wooden coffee table visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329086884856224 + ], + "opposite_logprob_tokens": [ + -3.7732908725738525 + ], + "logprob_reward": -0.02329086884856224, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329086884856224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09277477115392685, + 0.03846096247434616, + 0.030570082366466522, + 0.09533873200416565, + 0.04794980213046074, + 0.4396311640739441, + 0.0602584183216095, + 0.07437345385551453, + 0.021365690976381302, + 0.09927688539028168 + ], + "top_frames": [ + 5, + 9, + 3 + ], + "selected_reward": -0.02329086884856224 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle close-up shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tilting steadily downward to follow the action?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright yellow foam ball with a porous, matte texture visible descending into the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball land on a thick, plush, beige high-pile carpet and cause the fibers to visibly compress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the out-of-focus legs of a dark wooden coffee table visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0700106993317604 + ], + "opposite_logprob_tokens": [ + -2.6950106620788574 + ], + "logprob_reward": -0.0700106993317604, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0700106993317604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39647379517555237, + 0.07969187945127487, + 0.034676384180784225, + 0.08244173973798752, + 0.048575058579444885, + 0.22542531788349152, + 0.026611005887389183, + 0.02955818362534046, + 0.01863115467131138, + 0.057915497571229935 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.0700106993317604 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_12/index_tensor([7641, 7641])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_12/index_tensor([7641, 7641])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..22d813f61c4873e11eb8c3907e02db5a26b5b426 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_12/index_tensor([7641, 7641])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Captured with the technical precision and stunning clarity of high-speed nature photography, the medium-side shot preserves a still image of the ancient primate. The creature's dense coat is a tapestry of silvery-gray fur, momentarily perched on a dense, gnarled branch, smeared with moisture and covered in vibrant green moss. Dappled sunlight filters through the dense jungle canopy, casting dynamic highlights across its powerful shoulders and back. Its face is a profound mask, marked by deep leathery wrinkles and weathered skin, and its dark, intelligent eyes seem filled with ancient wisdom. With a single, fluid movement that's both swift and deliberate, the creature pivots its body downward, shifting its center of gravity amidst a shimmer of gray fur. In a moment, its powerful limbs curl and tense, every muscle fiber and tendon visible against the softly blurred jungle backdrop, blending into a beautiful bokeh of lush greens and earthy browns. With the decisive push of its calloused hands and feet, it drops from the branch, its body a study in controlled instinctual power, creating a breathtaking atmosphere of raw, untamed nature, frozen in a perfect, fleeting moment.", + "seed": 23054, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_12/index_7641_seed_23054_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05690124058164656, + "vlm_logprob": -0.05690124058164656, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.05690124058164656, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient primate with a dense coat of silvery-gray fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the primate perched on a dense, gnarled branch covered in vibrant green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the primate pivot its body downward and shift its center of gravity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a softly blurred jungle with a bokeh of lush greens and earthy browns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a medium-side shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20235252380371094 + ], + "opposite_logprob_tokens": [ + -1.702352523803711 + ], + "logprob_reward": -0.20235252380371094, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20235252380371094, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12913310527801514, + 0.10671254247426987, + 0.07093789428472519, + 0.40974998474121094, + 0.035513877868652344, + 0.05084243416786194, + 0.015238652937114239, + 0.03796372190117836, + 0.11619638651609421, + 0.02771145850419998 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.20235252380371094 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient primate with a dense coat of silvery-gray fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the primate perched on a dense, gnarled branch covered in vibrant green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the primate pivot its body downward and shift its center of gravity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a softly blurred jungle with a bokeh of lush greens and earthy browns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a medium-side shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014210578985512257 + ], + "opposite_logprob_tokens": [ + -4.2642107009887695 + ], + "logprob_reward": -0.014210578985512257, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014210578985512257, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11044678837060928, + 0.10971832275390625, + 0.07815035432577133, + 0.07229556143283844, + 0.14589834213256836, + 0.13872173428535461, + 0.049119457602500916, + 0.07920025289058685, + 0.17097792029380798, + 0.0454711988568306 + ], + "top_frames": [ + 8, + 4, + 5 + ], + "selected_reward": -0.014210578985512257 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient primate with a dense coat of silvery-gray fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the primate perched on a dense, gnarled branch covered in vibrant green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the primate pivot its body downward and shift its center of gravity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a softly blurred jungle with a bokeh of lush greens and earthy browns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a medium-side shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011072855442762375 + ], + "opposite_logprob_tokens": [ + -4.511072635650635 + ], + "logprob_reward": -0.011072855442762375, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011072855442762375, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11885744333267212, + 0.14056503772735596, + 0.3790561556816101, + 0.15963180363178253, + 0.027027582749724388, + 0.015047233551740646, + 0.024201860651373863, + 0.031025132164359093, + 0.07668019086122513, + 0.027907509356737137 + ], + "top_frames": [ + 2, + 3, + 1 + ], + "selected_reward": -0.011072855442762375 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient primate with a dense coat of silvery-gray fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the primate perched on a dense, gnarled branch covered in vibrant green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the primate pivot its body downward and shift its center of gravity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a softly blurred jungle with a bokeh of lush greens and earthy browns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a medium-side shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00193896540440619 + ], + "opposite_logprob_tokens": [ + -6.251938819885254 + ], + "logprob_reward": -0.00193896540440619, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.00193896540440619, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06053602695465088, + 0.06317758560180664, + 0.11531083285808563, + 0.28945717215538025, + 0.06944097578525543, + 0.11010362952947617, + 0.033063773065805435, + 0.03509262576699257, + 0.11452016979455948, + 0.10929721593856812 + ], + "top_frames": [ + 3, + 2, + 8 + ], + "selected_reward": -0.00193896540440619 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient primate with a dense coat of silvery-gray fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the primate perched on a dense, gnarled branch covered in vibrant green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the primate pivot its body downward and shift its center of gravity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a softly blurred jungle with a bokeh of lush greens and earthy browns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a medium-side shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05493127927184105 + ], + "opposite_logprob_tokens": [ + -2.929931163787842 + ], + "logprob_reward": -0.05493127927184105, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05493127927184105, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08598462492227554, + 0.09274686127901077, + 0.18557822704315186, + 0.2502928674221039, + 0.12090952694416046, + 0.021512510254979134, + 0.02423916384577751, + 0.0715453177690506, + 0.066555455327034, + 0.08063546568155289 + ], + "top_frames": [ + 3, + 2, + 4 + ], + "selected_reward": -0.05493127927184105 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Captured with the technical precision and stunning clarity of high-speed nature photography, the medium-side shot preserves a still image of the ancient primate. The creature's dense coat is a tapestry of silvery-gray fur, momentarily perched on a dense, gnarled branch, smeared with moisture and covered in vibrant green moss. Dappled sunlight filters through the dense jungle canopy, casting dynamic highlights across its powerful shoulders and back. Its face is a profound mask, marked by deep leathery wrinkles and weathered skin, and its dark, intelligent eyes seem filled with ancient wisdom. With a single, fluid movement that's both swift and deliberate, the creature pivots its body downward, shifting its center of gravity amidst a shimmer of gray fur. In a moment, its powerful limbs curl and tense, every muscle fiber and tendon visible against the softly blurred jungle backdrop, blending into a beautiful bokeh of lush greens and earthy browns. With the decisive push of its calloused hands and feet, it drops from the branch, its body a study in controlled instinctual power, creating a breathtaking atmosphere of raw, untamed nature, frozen in a perfect, fleeting moment.", + "seed": 23055, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_12/index_7641_seed_23055_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1205147510394454, + "vlm_logprob": -0.1205147510394454, + "vlm_yes_no_margin": 3.075, + "vlm_token_credit": -0.1205147510394454, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient primate with a dense coat of silvery-gray fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the primate perched on a dense, gnarled branch covered in vibrant green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the primate pivot its body downward and shift its center of gravity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a softly blurred jungle with a bokeh of lush greens and earthy browns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a medium-side shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4749014973640442 + ], + "opposite_logprob_tokens": [ + -0.9749014973640442 + ], + "logprob_reward": -0.4749014973640442, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4749014973640442, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30009448528289795, + 0.08174487948417664, + 0.04348844662308693, + 0.0520884245634079, + 0.053587913513183594, + 0.03780873119831085, + 0.08241712301969528, + 0.04452185332775116, + 0.16486366093158722, + 0.13938455283641815 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.4749014973640442 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient primate with a dense coat of silvery-gray fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the primate perched on a dense, gnarled branch covered in vibrant green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the primate pivot its body downward and shift its center of gravity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a softly blurred jungle with a bokeh of lush greens and earthy browns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a medium-side shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033713314682245255 + ], + "opposite_logprob_tokens": [ + -3.4087133407592773 + ], + "logprob_reward": -0.033713314682245255, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033713314682245255, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1082342267036438, + 0.05542020499706268, + 0.07047593593597412, + 0.05908368155360222, + 0.09517769515514374, + 0.13637083768844604, + 0.12446294724941254, + 0.08716101944446564, + 0.14339230954647064, + 0.12022114545106888 + ], + "top_frames": [ + 8, + 5, + 6 + ], + "selected_reward": -0.033713314682245255 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient primate with a dense coat of silvery-gray fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the primate perched on a dense, gnarled branch covered in vibrant green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the primate pivot its body downward and shift its center of gravity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a softly blurred jungle with a bokeh of lush greens and earthy browns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a medium-side shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014194007031619549 + ], + "opposite_logprob_tokens": [ + -4.264194011688232 + ], + "logprob_reward": -0.014194007031619549, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014194007031619549, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11229979991912842, + 0.10968498885631561, + 0.07253808528184891, + 0.11081064492464066, + 0.03819630667567253, + 0.04968377575278282, + 0.10840103030204773, + 0.25899720191955566, + 0.059860579669475555, + 0.0795275866985321 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.014194007031619549 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient primate with a dense coat of silvery-gray fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the primate perched on a dense, gnarled branch covered in vibrant green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the primate pivot its body downward and shift its center of gravity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a softly blurred jungle with a bokeh of lush greens and earthy browns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a medium-side shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009780462831258774 + ], + "opposite_logprob_tokens": [ + -4.634780406951904 + ], + "logprob_reward": -0.009780462831258774, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009780462831258774, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11612684279680252, + 0.11404453963041306, + 0.14905141294002533, + 0.2929671108722687, + 0.0553530789911747, + 0.0331810899078846, + 0.0734076276421547, + 0.03301481902599335, + 0.06695877760648727, + 0.065894715487957 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.009780462831258774 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient primate with a dense coat of silvery-gray fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the primate perched on a dense, gnarled branch covered in vibrant green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the primate pivot its body downward and shift its center of gravity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a softly blurred jungle with a bokeh of lush greens and earthy browns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a medium-side shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06998447328805923 + ], + "opposite_logprob_tokens": [ + -2.6949844360351562 + ], + "logprob_reward": -0.06998447328805923, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.06998447328805923, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2848084568977356, + 0.0895950049161911, + 0.08414813876152039, + 0.10916192829608917, + 0.17422223091125488, + 0.06513714045286179, + 0.03711896762251854, + 0.05664268881082535, + 0.04754358157515526, + 0.0516219399869442 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.06998447328805923 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Captured with the technical precision and stunning clarity of high-speed nature photography, the medium-side shot preserves a still image of the ancient primate. The creature's dense coat is a tapestry of silvery-gray fur, momentarily perched on a dense, gnarled branch, smeared with moisture and covered in vibrant green moss. Dappled sunlight filters through the dense jungle canopy, casting dynamic highlights across its powerful shoulders and back. Its face is a profound mask, marked by deep leathery wrinkles and weathered skin, and its dark, intelligent eyes seem filled with ancient wisdom. With a single, fluid movement that's both swift and deliberate, the creature pivots its body downward, shifting its center of gravity amidst a shimmer of gray fur. In a moment, its powerful limbs curl and tense, every muscle fiber and tendon visible against the softly blurred jungle backdrop, blending into a beautiful bokeh of lush greens and earthy browns. With the decisive push of its calloused hands and feet, it drops from the branch, its body a study in controlled instinctual power, creating a breathtaking atmosphere of raw, untamed nature, frozen in a perfect, fleeting moment.", + "seed": 23056, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_12/index_7641_seed_23056_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.09280358962714672, + "vlm_logprob": -0.09280358962714672, + "vlm_yes_no_margin": 3.549999952316284, + "vlm_token_credit": -0.09280358962714672, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient primate with a dense coat of silvery-gray fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the primate perched on a dense, gnarled branch covered in vibrant green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the primate pivot its body downward and shift its center of gravity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a softly blurred jungle with a bokeh of lush greens and earthy browns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a medium-side shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3881897032260895 + ], + "opposite_logprob_tokens": [ + -1.138189673423767 + ], + "logprob_reward": -0.3881897032260895, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3881897032260895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21393582224845886, + 0.062079090625047684, + 0.48190784454345703, + 0.04396665096282959, + 0.04478711634874344, + 0.03140171989798546, + 0.02964627556502819, + 0.025922799482941628, + 0.03286362811923027, + 0.03348907083272934 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.3881897032260895 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient primate with a dense coat of silvery-gray fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the primate perched on a dense, gnarled branch covered in vibrant green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the primate pivot its body downward and shift its center of gravity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a softly blurred jungle with a bokeh of lush greens and earthy browns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a medium-side shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01820252276957035 + ], + "opposite_logprob_tokens": [ + -4.018202304840088 + ], + "logprob_reward": -0.01820252276957035, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01820252276957035, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0831083431839943, + 0.2010907083749771, + 0.13872255384922028, + 0.15687400102615356, + 0.13638944923877716, + 0.07712341845035553, + 0.049591075628995895, + 0.023317838087677956, + 0.09943927824497223, + 0.03434329479932785 + ], + "top_frames": [ + 1, + 3, + 2 + ], + "selected_reward": -0.01820252276957035 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient primate with a dense coat of silvery-gray fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the primate perched on a dense, gnarled branch covered in vibrant green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the primate pivot its body downward and shift its center of gravity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a softly blurred jungle with a bokeh of lush greens and earthy browns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a medium-side shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00863969512283802 + ], + "opposite_logprob_tokens": [ + -4.758639812469482 + ], + "logprob_reward": -0.00863969512283802, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00863969512283802, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09083092957735062, + 0.17197833955287933, + 0.1001644879579544, + 0.09843327850103378, + 0.10283591598272324, + 0.03701135888695717, + 0.031810346990823746, + 0.0739404559135437, + 0.17732928693294525, + 0.11566561460494995 + ], + "top_frames": [ + 8, + 1, + 9 + ], + "selected_reward": -0.00863969512283802 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient primate with a dense coat of silvery-gray fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the primate perched on a dense, gnarled branch covered in vibrant green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the primate pivot its body downward and shift its center of gravity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a softly blurred jungle with a bokeh of lush greens and earthy browns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a medium-side shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005947748199105263 + ], + "opposite_logprob_tokens": [ + -5.130947589874268 + ], + "logprob_reward": -0.005947748199105263, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005947748199105263, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.48082786798477173, + 0.0867842510342598, + 0.032633353024721146, + 0.07636453956365585, + 0.0700816959142685, + 0.03271207585930824, + 0.027042783796787262, + 0.035319216549396515, + 0.03557487204670906, + 0.1226593479514122 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.005947748199105263 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient primate with a dense coat of silvery-gray fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the primate perched on a dense, gnarled branch covered in vibrant green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the primate pivot its body downward and shift its center of gravity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a softly blurred jungle with a bokeh of lush greens and earthy browns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a medium-side shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04303827881813049 + ], + "opposite_logprob_tokens": [ + -3.1680383682250977 + ], + "logprob_reward": -0.04303827881813049, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04303827881813049, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16903157532215118, + 0.15419568121433258, + 0.06512603908777237, + 0.15864893794059753, + 0.09481184929609299, + 0.036256611347198486, + 0.07717585563659668, + 0.0775301456451416, + 0.04347561299800873, + 0.12374761700630188 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.04303827881813049 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Captured with the technical precision and stunning clarity of high-speed nature photography, the medium-side shot preserves a still image of the ancient primate. The creature's dense coat is a tapestry of silvery-gray fur, momentarily perched on a dense, gnarled branch, smeared with moisture and covered in vibrant green moss. Dappled sunlight filters through the dense jungle canopy, casting dynamic highlights across its powerful shoulders and back. Its face is a profound mask, marked by deep leathery wrinkles and weathered skin, and its dark, intelligent eyes seem filled with ancient wisdom. With a single, fluid movement that's both swift and deliberate, the creature pivots its body downward, shifting its center of gravity amidst a shimmer of gray fur. In a moment, its powerful limbs curl and tense, every muscle fiber and tendon visible against the softly blurred jungle backdrop, blending into a beautiful bokeh of lush greens and earthy browns. With the decisive push of its calloused hands and feet, it drops from the branch, its body a study in controlled instinctual power, creating a breathtaking atmosphere of raw, untamed nature, frozen in a perfect, fleeting moment.", + "seed": 23057, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_12/index_7641_seed_23057_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04699755972251296, + "vlm_logprob": -0.04699755972251296, + "vlm_yes_no_margin": 3.675, + "vlm_token_credit": -0.04699755972251296, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient primate with a dense coat of silvery-gray fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the primate perched on a dense, gnarled branch covered in vibrant green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the primate pivot its body downward and shift its center of gravity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a softly blurred jungle with a bokeh of lush greens and earthy browns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a medium-side shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.127773255109787 + ], + "opposite_logprob_tokens": [ + -2.1277732849121094 + ], + "logprob_reward": -0.127773255109787, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.127773255109787, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27313098311424255, + 0.04149194061756134, + 0.1001385897397995, + 0.4103563725948334, + 0.01958719827234745, + 0.015433822758495808, + 0.012469843029975891, + 0.016210254281759262, + 0.05258176475763321, + 0.058599140495061874 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.127773255109787 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient primate with a dense coat of silvery-gray fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the primate perched on a dense, gnarled branch covered in vibrant green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the primate pivot its body downward and shift its center of gravity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a softly blurred jungle with a bokeh of lush greens and earthy browns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a medium-side shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059526927769184 + ], + "opposite_logprob_tokens": [ + -3.8955953121185303 + ], + "logprob_reward": -0.02059526927769184, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059526927769184, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10460144281387329, + 0.03996237739920616, + 0.07864810526371002, + 0.06758315861225128, + 0.037870049476623535, + 0.1157633438706398, + 0.08326777815818787, + 0.24536246061325073, + 0.12175536155700684, + 0.10518594086170197 + ], + "top_frames": [ + 7, + 8, + 5 + ], + "selected_reward": -0.02059526927769184 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient primate with a dense coat of silvery-gray fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the primate perched on a dense, gnarled branch covered in vibrant green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the primate pivot its body downward and shift its center of gravity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a softly blurred jungle with a bokeh of lush greens and earthy browns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a medium-side shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012535941787064075 + ], + "opposite_logprob_tokens": [ + -4.38753604888916 + ], + "logprob_reward": -0.012535941787064075, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012535941787064075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13533705472946167, + 0.07777808606624603, + 0.06821738928556442, + 0.1982812136411667, + 0.1277318000793457, + 0.11063618212938309, + 0.02666197530925274, + 0.05159982293844223, + 0.08611013740301132, + 0.11764629930257797 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.012535941787064075 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient primate with a dense coat of silvery-gray fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the primate perched on a dense, gnarled branch covered in vibrant green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the primate pivot its body downward and shift its center of gravity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a softly blurred jungle with a bokeh of lush greens and earthy browns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a medium-side shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004094195086508989 + ], + "opposite_logprob_tokens": [ + -5.504094123840332 + ], + "logprob_reward": -0.004094195086508989, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004094195086508989, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10977853834629059, + 0.13294804096221924, + 0.06836658716201782, + 0.10201580077409744, + 0.019835766404867172, + 0.02128458023071289, + 0.01978013478219509, + 0.06122543662786484, + 0.12772801518440247, + 0.337037056684494 + ], + "top_frames": [ + 9, + 1, + 8 + ], + "selected_reward": -0.004094195086508989 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient primate with a dense coat of silvery-gray fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the primate perched on a dense, gnarled branch covered in vibrant green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the primate pivot its body downward and shift its center of gravity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a softly blurred jungle with a bokeh of lush greens and earthy browns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a medium-side shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06998913735151291 + ], + "opposite_logprob_tokens": [ + -2.6949892044067383 + ], + "logprob_reward": -0.06998913735151291, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.06998913735151291, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27974939346313477, + 0.17088979482650757, + 0.03665133938193321, + 0.179474875330925, + 0.04977863281965256, + 0.04082970693707466, + 0.017207831144332886, + 0.09274201840162277, + 0.03004278987646103, + 0.10263361781835556 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.06998913735151291 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_13/index_tensor([3220, 3220])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_13/index_tensor([3220, 3220])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..044d4e7b9d9278e3017b46fe2a2d9931fc9c7c22 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_13/index_tensor([3220, 3220])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An epic wide-angle shot, rendered in intense black and white HDR, unfurls the panorama of a bottomless abyss. An unspeakable, immense entity, composed of countless twisting tentacles and gleaming eyes, dominates the frame. Its vast, aggregated form, illuminated by a powerful, scalpel-like light from an unknown source, displays extreme contrasts of light and dark. Each slippery, greasy tentacle reflects a pure white highlight, while the gaps and backlit surfaces sink into an absolute darkness devouring all detail, casting razor-sharp shadows. Countless eyeballs of varying sizes, embedded in this wriggling mass, spin frantically, their pupils shifting erratically between pinpoints and the abyss, glancing coldly at the empty void. This behemoth moved in a slow, steady spiral, inexorably descending towards the dark core of the abyss. Its overall rotation set countless tentacles in motion in a silent, graceful dance that defied the laws of physics. Occasionally, a few scraped against the jagged walls of the abyss, stirring up silent waterfalls of rubble. The entire expansive panorama was filled with apocalyptic grandeur and quiet terror, capturing a vision beyond mortal comprehension and creating a cold, majestic, and awe-inspiring sense of cosmic nothingness.", + "seed": 24005, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_13/index_3220_seed_24005_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.5975927609950304, + "vlm_logprob": -0.5975927609950304, + "vlm_yes_no_margin": 1.775, + "vlm_token_credit": -0.5975927609950304, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a wide-angle panorama of a bottomless abyss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in intense black and white HDR with extreme light and dark contrasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central entity composed of countless twisting tentacles and gleaming eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the entity move in a slow, steady spiral while descending towards the dark core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the tentacles occasionally scrape against jagged walls, stirring up waterfalls of rubble?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.6953296661376953 + ], + "opposite_logprob_tokens": [ + -0.07032965123653412 + ], + "logprob_reward": -2.6953296661376953, + "yes_no_margin_reward": -2.625, + "token_credit_reward": -2.6953296661376953, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.24134504795074463, + 0.0879679024219513, + 0.0524631105363369, + 0.22247573733329773, + 0.1196344718337059, + 0.06378543376922607, + 0.05478513613343239, + 0.037680238485336304, + 0.042335327714681625, + 0.07752759754657745 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -2.6953296661376953 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a wide-angle panorama of a bottomless abyss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in intense black and white HDR with extreme light and dark contrasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central entity composed of countless twisting tentacles and gleaming eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the entity move in a slow, steady spiral while descending towards the dark core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the tentacles occasionally scrape against jagged walls, stirring up waterfalls of rubble?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043174952268600464 + ], + "opposite_logprob_tokens": [ + -3.168174982070923 + ], + "logprob_reward": -0.043174952268600464, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043174952268600464, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1916343867778778, + 0.07065194100141525, + 0.09829672425985336, + 0.15559504926204681, + 0.12306805700063705, + 0.07400810718536377, + 0.07677117735147476, + 0.08263733237981796, + 0.04782666638493538, + 0.07951057702302933 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.043174952268600464 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a wide-angle panorama of a bottomless abyss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in intense black and white HDR with extreme light and dark contrasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central entity composed of countless twisting tentacles and gleaming eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the entity move in a slow, steady spiral while descending towards the dark core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the tentacles occasionally scrape against jagged walls, stirring up waterfalls of rubble?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026392290368676186 + ], + "opposite_logprob_tokens": [ + -3.6513922214508057 + ], + "logprob_reward": -0.026392290368676186, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026392290368676186, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17103002965450287, + 0.13236556947231293, + 0.07743621617555618, + 0.20835435390472412, + 0.13821452856063843, + 0.056256476789712906, + 0.03772776573896408, + 0.036398570984601974, + 0.05968703329563141, + 0.08252936601638794 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.026392290368676186 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a wide-angle panorama of a bottomless abyss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in intense black and white HDR with extreme light and dark contrasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central entity composed of countless twisting tentacles and gleaming eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the entity move in a slow, steady spiral while descending towards the dark core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the tentacles occasionally scrape against jagged walls, stirring up waterfalls of rubble?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04310324788093567 + ], + "opposite_logprob_tokens": [ + -3.1681032180786133 + ], + "logprob_reward": -0.04310324788093567, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04310324788093567, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1772678941488266, + 0.09283851832151413, + 0.06115199625492096, + 0.1295105516910553, + 0.15254990756511688, + 0.13252077996730804, + 0.05761072412133217, + 0.05813538655638695, + 0.03376125544309616, + 0.10465298593044281 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.04310324788093567 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a wide-angle panorama of a bottomless abyss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in intense black and white HDR with extreme light and dark contrasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central entity composed of countless twisting tentacles and gleaming eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the entity move in a slow, steady spiral while descending towards the dark core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the tentacles occasionally scrape against jagged walls, stirring up waterfalls of rubble?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17996364831924438 + ], + "opposite_logprob_tokens": [ + -1.8049635887145996 + ], + "logprob_reward": -0.17996364831924438, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17996364831924438, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.148512065410614, + 0.07125451415777206, + 0.09081835299730301, + 0.22777095437049866, + 0.05499165132641792, + 0.11149268597364426, + 0.050260066986083984, + 0.048126500099897385, + 0.04148443043231964, + 0.15528878569602966 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.17996364831924438 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An epic wide-angle shot, rendered in intense black and white HDR, unfurls the panorama of a bottomless abyss. An unspeakable, immense entity, composed of countless twisting tentacles and gleaming eyes, dominates the frame. Its vast, aggregated form, illuminated by a powerful, scalpel-like light from an unknown source, displays extreme contrasts of light and dark. Each slippery, greasy tentacle reflects a pure white highlight, while the gaps and backlit surfaces sink into an absolute darkness devouring all detail, casting razor-sharp shadows. Countless eyeballs of varying sizes, embedded in this wriggling mass, spin frantically, their pupils shifting erratically between pinpoints and the abyss, glancing coldly at the empty void. This behemoth moved in a slow, steady spiral, inexorably descending towards the dark core of the abyss. Its overall rotation set countless tentacles in motion in a silent, graceful dance that defied the laws of physics. Occasionally, a few scraped against the jagged walls of the abyss, stirring up silent waterfalls of rubble. The entire expansive panorama was filled with apocalyptic grandeur and quiet terror, capturing a vision beyond mortal comprehension and creating a cold, majestic, and awe-inspiring sense of cosmic nothingness.", + "seed": 24006, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_13/index_3220_seed_24006_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.14571055648848413, + "vlm_logprob": -0.14571055648848413, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.14571055648848413, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a wide-angle panorama of a bottomless abyss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in intense black and white HDR with extreme light and dark contrasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central entity composed of countless twisting tentacles and gleaming eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the entity move in a slow, steady spiral while descending towards the dark core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the tentacles occasionally scrape against jagged walls, stirring up waterfalls of rubble?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6340699195861816 + ], + "opposite_logprob_tokens": [ + -0.7590699195861816 + ], + "logprob_reward": -0.6340699195861816, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6340699195861816, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08878184854984283, + 0.026042310521006584, + 0.03728918731212616, + 0.08207020163536072, + 0.18208882212638855, + 0.10171008855104446, + 0.053328435868024826, + 0.3102268874645233, + 0.07212281972169876, + 0.04633942246437073 + ], + "top_frames": [ + 7, + 4, + 5 + ], + "selected_reward": -0.6340699195861816 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a wide-angle panorama of a bottomless abyss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in intense black and white HDR with extreme light and dark contrasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central entity composed of countless twisting tentacles and gleaming eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the entity move in a slow, steady spiral while descending towards the dark core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the tentacles occasionally scrape against jagged walls, stirring up waterfalls of rubble?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014222213998436928 + ], + "opposite_logprob_tokens": [ + -4.264222145080566 + ], + "logprob_reward": -0.014222213998436928, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014222213998436928, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.050643887370824814, + 0.020470624789595604, + 0.031241318210959435, + 0.11758355796337128, + 0.23502478003501892, + 0.018543336540460587, + 0.02524249628186226, + 0.3738921284675598, + 0.09999165683984756, + 0.02736624889075756 + ], + "top_frames": [ + 7, + 4, + 3 + ], + "selected_reward": -0.014222213998436928 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a wide-angle panorama of a bottomless abyss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in intense black and white HDR with extreme light and dark contrasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central entity composed of countless twisting tentacles and gleaming eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the entity move in a slow, steady spiral while descending towards the dark core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the tentacles occasionally scrape against jagged walls, stirring up waterfalls of rubble?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005257589276880026 + ], + "opposite_logprob_tokens": [ + -5.255257606506348 + ], + "logprob_reward": -0.005257589276880026, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005257589276880026, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10467444360256195, + 0.08668501675128937, + 0.05234996974468231, + 0.04922247678041458, + 0.16369810700416565, + 0.20680133998394012, + 0.02071450464427471, + 0.12696713209152222, + 0.1448555439710617, + 0.04403141885995865 + ], + "top_frames": [ + 5, + 4, + 8 + ], + "selected_reward": -0.005257589276880026 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a wide-angle panorama of a bottomless abyss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in intense black and white HDR with extreme light and dark contrasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central entity composed of countless twisting tentacles and gleaming eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the entity move in a slow, steady spiral while descending towards the dark core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the tentacles occasionally scrape against jagged walls, stirring up waterfalls of rubble?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634805254638195 + ], + "opposite_logprob_tokens": [ + -3.651348114013672 + ], + "logprob_reward": -0.02634805254638195, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634805254638195, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08262892812490463, + 0.017994439229369164, + 0.05037691816687584, + 0.042856134474277496, + 0.407389372587204, + 0.10138300806283951, + 0.06198954954743385, + 0.03179461881518364, + 0.1381189078092575, + 0.06546810269355774 + ], + "top_frames": [ + 4, + 8, + 5 + ], + "selected_reward": -0.02634805254638195 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a wide-angle panorama of a bottomless abyss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in intense black and white HDR with extreme light and dark contrasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central entity composed of countless twisting tentacles and gleaming eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the entity move in a slow, steady spiral while descending towards the dark core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the tentacles occasionally scrape against jagged walls, stirring up waterfalls of rubble?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048655007034540176 + ], + "opposite_logprob_tokens": [ + -3.0486550331115723 + ], + "logprob_reward": -0.048655007034540176, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048655007034540176, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.032978545874357224, + 0.027803724631667137, + 0.02256348915398121, + 0.04003863036632538, + 0.030690811574459076, + 0.4656929671764374, + 0.024829523637890816, + 0.0618707537651062, + 0.24052070081233978, + 0.05301089957356453 + ], + "top_frames": [ + 5, + 8, + 7 + ], + "selected_reward": -0.048655007034540176 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An epic wide-angle shot, rendered in intense black and white HDR, unfurls the panorama of a bottomless abyss. An unspeakable, immense entity, composed of countless twisting tentacles and gleaming eyes, dominates the frame. Its vast, aggregated form, illuminated by a powerful, scalpel-like light from an unknown source, displays extreme contrasts of light and dark. Each slippery, greasy tentacle reflects a pure white highlight, while the gaps and backlit surfaces sink into an absolute darkness devouring all detail, casting razor-sharp shadows. Countless eyeballs of varying sizes, embedded in this wriggling mass, spin frantically, their pupils shifting erratically between pinpoints and the abyss, glancing coldly at the empty void. This behemoth moved in a slow, steady spiral, inexorably descending towards the dark core of the abyss. Its overall rotation set countless tentacles in motion in a silent, graceful dance that defied the laws of physics. Occasionally, a few scraped against the jagged walls of the abyss, stirring up silent waterfalls of rubble. The entire expansive panorama was filled with apocalyptic grandeur and quiet terror, capturing a vision beyond mortal comprehension and creating a cold, majestic, and awe-inspiring sense of cosmic nothingness.", + "seed": 24007, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_13/index_3220_seed_24007_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.28881860226392747, + "vlm_logprob": -0.28881860226392747, + "vlm_yes_no_margin": 2.725, + "vlm_token_credit": -0.28881860226392747, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a wide-angle panorama of a bottomless abyss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in intense black and white HDR with extreme light and dark contrasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central entity composed of countless twisting tentacles and gleaming eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the entity move in a slow, steady spiral while descending towards the dark core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the tentacles occasionally scrape against jagged walls, stirring up waterfalls of rubble?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3138476610183716 + ], + "opposite_logprob_tokens": [ + -0.3138476312160492 + ], + "logprob_reward": -1.3138476610183716, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.3138476610183716, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1990523636341095, + 0.15078242123126984, + 0.0287026260048151, + 0.0482436865568161, + 0.032105766236782074, + 0.07337707281112671, + 0.1527135819196701, + 0.19499610364437103, + 0.02830759808421135, + 0.09171876311302185 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -1.3138476610183716 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a wide-angle panorama of a bottomless abyss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in intense black and white HDR with extreme light and dark contrasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central entity composed of countless twisting tentacles and gleaming eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the entity move in a slow, steady spiral while descending towards the dark core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the tentacles occasionally scrape against jagged walls, stirring up waterfalls of rubble?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012565843760967255 + ], + "opposite_logprob_tokens": [ + -4.387565612792969 + ], + "logprob_reward": -0.012565843760967255, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012565843760967255, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12207360565662384, + 0.08542833477258682, + 0.04821888729929924, + 0.026550795882940292, + 0.037702374160289764, + 0.09669417887926102, + 0.20889893174171448, + 0.25377357006073, + 0.038923364132642746, + 0.08173594623804092 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.012565843760967255 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a wide-angle panorama of a bottomless abyss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in intense black and white HDR with extreme light and dark contrasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central entity composed of countless twisting tentacles and gleaming eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the entity move in a slow, steady spiral while descending towards the dark core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the tentacles occasionally scrape against jagged walls, stirring up waterfalls of rubble?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012553717941045761 + ], + "opposite_logprob_tokens": [ + -4.387553691864014 + ], + "logprob_reward": -0.012553717941045761, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012553717941045761, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22698086500167847, + 0.09441154450178146, + 0.08724624663591385, + 0.05805494263768196, + 0.04968614503741264, + 0.05696326494216919, + 0.07576143741607666, + 0.22766171395778656, + 0.06070570647716522, + 0.06252814084291458 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.012553717941045761 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a wide-angle panorama of a bottomless abyss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in intense black and white HDR with extreme light and dark contrasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central entity composed of countless twisting tentacles and gleaming eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the entity move in a slow, steady spiral while descending towards the dark core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the tentacles occasionally scrape against jagged walls, stirring up waterfalls of rubble?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043068766593933105 + ], + "opposite_logprob_tokens": [ + -3.1680688858032227 + ], + "logprob_reward": -0.043068766593933105, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043068766593933105, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10736797004938126, + 0.08259712159633636, + 0.06552094966173172, + 0.10203875601291656, + 0.09568879008293152, + 0.08502234518527985, + 0.1408005803823471, + 0.11953850835561752, + 0.13432350754737854, + 0.06710153818130493 + ], + "top_frames": [ + 6, + 8, + 7 + ], + "selected_reward": -0.043068766593933105 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a wide-angle panorama of a bottomless abyss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in intense black and white HDR with extreme light and dark contrasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central entity composed of countless twisting tentacles and gleaming eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the entity move in a slow, steady spiral while descending towards the dark core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the tentacles occasionally scrape against jagged walls, stirring up waterfalls of rubble?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062057022005319595 + ], + "opposite_logprob_tokens": [ + -2.8120570182800293 + ], + "logprob_reward": -0.062057022005319595, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062057022005319595, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08663102239370346, + 0.037340663373470306, + 0.060745466500520706, + 0.022368790581822395, + 0.058842286467552185, + 0.04909997433423996, + 0.04260823875665665, + 0.4184982478618622, + 0.13338401913642883, + 0.0904812440276146 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.062057022005319595 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An epic wide-angle shot, rendered in intense black and white HDR, unfurls the panorama of a bottomless abyss. An unspeakable, immense entity, composed of countless twisting tentacles and gleaming eyes, dominates the frame. Its vast, aggregated form, illuminated by a powerful, scalpel-like light from an unknown source, displays extreme contrasts of light and dark. Each slippery, greasy tentacle reflects a pure white highlight, while the gaps and backlit surfaces sink into an absolute darkness devouring all detail, casting razor-sharp shadows. Countless eyeballs of varying sizes, embedded in this wriggling mass, spin frantically, their pupils shifting erratically between pinpoints and the abyss, glancing coldly at the empty void. This behemoth moved in a slow, steady spiral, inexorably descending towards the dark core of the abyss. Its overall rotation set countless tentacles in motion in a silent, graceful dance that defied the laws of physics. Occasionally, a few scraped against the jagged walls of the abyss, stirring up silent waterfalls of rubble. The entire expansive panorama was filled with apocalyptic grandeur and quiet terror, capturing a vision beyond mortal comprehension and creating a cold, majestic, and awe-inspiring sense of cosmic nothingness.", + "seed": 24008, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_13/index_3220_seed_24008_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.2345186452381313, + "vlm_logprob": -0.2345186452381313, + "vlm_yes_no_margin": 2.875000011920929, + "vlm_token_credit": -0.2345186452381313, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a wide-angle panorama of a bottomless abyss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in intense black and white HDR with extreme light and dark contrasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central entity composed of countless twisting tentacles and gleaming eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the entity move in a slow, steady spiral while descending towards the dark core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the tentacles occasionally scrape against jagged walls, stirring up waterfalls of rubble?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0544421672821045 + ], + "opposite_logprob_tokens": [ + -0.42944222688674927 + ], + "logprob_reward": -1.0544421672821045, + "yes_no_margin_reward": -0.6249999403953552, + "token_credit_reward": -1.0544421672821045, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.09150800108909607, + 0.31356027722358704, + 0.11112766712903976, + 0.2285422682762146, + 0.046804189682006836, + 0.019474005326628685, + 0.026931174099445343, + 0.013810940086841583, + 0.04304099828004837, + 0.10520052164793015 + ], + "top_frames": [ + 1, + 3, + 2 + ], + "selected_reward": -1.0544421672821045 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a wide-angle panorama of a bottomless abyss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in intense black and white HDR with extreme light and dark contrasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central entity composed of countless twisting tentacles and gleaming eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the entity move in a slow, steady spiral while descending towards the dark core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the tentacles occasionally scrape against jagged walls, stirring up waterfalls of rubble?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03373025730252266 + ], + "opposite_logprob_tokens": [ + -3.4087302684783936 + ], + "logprob_reward": -0.03373025730252266, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03373025730252266, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09580924361944199, + 0.19039413332939148, + 0.24724972248077393, + 0.15746131539344788, + 0.052514176815748215, + 0.05187263712286949, + 0.025610310956835747, + 0.08795244246721268, + 0.039564114063978195, + 0.05157184973359108 + ], + "top_frames": [ + 2, + 1, + 3 + ], + "selected_reward": -0.03373025730252266 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a wide-angle panorama of a bottomless abyss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in intense black and white HDR with extreme light and dark contrasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central entity composed of countless twisting tentacles and gleaming eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the entity move in a slow, steady spiral while descending towards the dark core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the tentacles occasionally scrape against jagged walls, stirring up waterfalls of rubble?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005956872832030058 + ], + "opposite_logprob_tokens": [ + -5.130956649780273 + ], + "logprob_reward": -0.005956872832030058, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005956872832030058, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07450301200151443, + 0.19695548713207245, + 0.18217016756534576, + 0.17666013538837433, + 0.1863533854484558, + 0.025559155270457268, + 0.0351448692381382, + 0.04517268389463425, + 0.029567217454314232, + 0.047913871705532074 + ], + "top_frames": [ + 1, + 4, + 2 + ], + "selected_reward": -0.005956872832030058 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a wide-angle panorama of a bottomless abyss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in intense black and white HDR with extreme light and dark contrasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central entity composed of countless twisting tentacles and gleaming eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the entity move in a slow, steady spiral while descending towards the dark core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the tentacles occasionally scrape against jagged walls, stirring up waterfalls of rubble?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029806653037667274 + ], + "opposite_logprob_tokens": [ + -3.529806613922119 + ], + "logprob_reward": -0.029806653037667274, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029806653037667274, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07590978592634201, + 0.06591774523258209, + 0.24316154420375824, + 0.1098974272608757, + 0.06495767831802368, + 0.06571801751852036, + 0.10898137092590332, + 0.04593107849359512, + 0.027640854939818382, + 0.1918845772743225 + ], + "top_frames": [ + 2, + 9, + 3 + ], + "selected_reward": -0.029806653037667274 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a wide-angle panorama of a bottomless abyss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in intense black and white HDR with extreme light and dark contrasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central entity composed of countless twisting tentacles and gleaming eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the entity move in a slow, steady spiral while descending towards the dark core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the tentacles occasionally scrape against jagged walls, stirring up waterfalls of rubble?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865727573633194 + ], + "opposite_logprob_tokens": [ + -3.048657178878784 + ], + "logprob_reward": -0.04865727573633194, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865727573633194, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05652078986167908, + 0.35539111495018005, + 0.15058894455432892, + 0.09500309824943542, + 0.14456185698509216, + 0.033726949244737625, + 0.025260120630264282, + 0.07108746469020844, + 0.040525972843170166, + 0.027333758771419525 + ], + "top_frames": [ + 1, + 2, + 4 + ], + "selected_reward": -0.04865727573633194 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_14/index_tensor([6167, 6167])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_14/index_tensor([6167, 6167])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..3b3888b5345b7ff6dfc1894bc4c3fb1dfbac391b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_14/index_tensor([6167, 6167])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level medium close-up captures a young man, his dark, spiky hair resembling Tachibana Taki, standing on a high-rise city balcony at night. Wearing a simple dark blue zip-up hoodie over a white T-shirt, he leans slightly forward, his hands resting on the cool metal railing. His face is turned upward, toward a vast, deep indigo sky riven by a spectacular meteor shower. Bright cyan and white rays streak across the sky, casting a fleeting, ethereal glow that illuminates his features. His dark eyes, wide open, reflect the celestial scene, his expression a profound blend of awe at the beauty of the universe and a deep, quiet longing. As the meteor flashes, dynamic light dances across his face, highlighting the subtle moisture in his eyes and the slightly parted, surprised lips. Below, the sprawling metropolis is a soft-focus tapestry of warm, shimmering bokeh lights, a stark contrast to the cool, dramatic spectacle above. Rendered throughout with the rich, saturated colors and subtle, organic textures of 35mm film, the scenes evoke a powerful atmosphere of cinematic nostalgia and poignancy.", + "seed": 17169, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_14/index_6167_seed_17169_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.09418632285669445, + "vlm_logprob": -0.09418632285669445, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.09418632285669445, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man with dark, spiky hair standing on a high-rise city balcony at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue zip-up hoodie over a white T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as deep indigo with bright cyan and white meteor streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background below the balcony a soft-focus tapestry of warm, shimmering bokeh city lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered with the rich, saturated colors and organic textures of 35mm film?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008194043301045895 + ], + "opposite_logprob_tokens": [ + -4.8831939697265625 + ], + "logprob_reward": -0.008194043301045895, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.008194043301045895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27572914958000183, + 0.11314312368631363, + 0.056707706302404404, + 0.1152130737900734, + 0.04696761816740036, + 0.03417421504855156, + 0.06825163215398788, + 0.053706664592027664, + 0.1538764089345932, + 0.08223038166761398 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.008194043301045895 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man with dark, spiky hair standing on a high-rise city balcony at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue zip-up hoodie over a white T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as deep indigo with bright cyan and white meteor streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background below the balcony a soft-focus tapestry of warm, shimmering bokeh city lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered with the rich, saturated colors and organic textures of 35mm film?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058872953057289 + ], + "opposite_logprob_tokens": [ + -3.8955886363983154 + ], + "logprob_reward": -0.02058872953057289, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058872953057289, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24991312623023987, + 0.07107491046190262, + 0.05720479041337967, + 0.0384678840637207, + 0.3375667929649353, + 0.038454096764326096, + 0.049975037574768066, + 0.04202239215373993, + 0.05311733856797218, + 0.06220358610153198 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.02058872953057289 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man with dark, spiky hair standing on a high-rise city balcony at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue zip-up hoodie over a white T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as deep indigo with bright cyan and white meteor streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background below the balcony a soft-focus tapestry of warm, shimmering bokeh city lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered with the rich, saturated colors and organic textures of 35mm film?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004639219027012587 + ], + "opposite_logprob_tokens": [ + -5.379639148712158 + ], + "logprob_reward": -0.004639219027012587, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004639219027012587, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26849231123924255, + 0.24398952722549438, + 0.12497969716787338, + 0.036563314497470856, + 0.05018233507871628, + 0.02844885364174843, + 0.038593895733356476, + 0.03471190482378006, + 0.13882151246070862, + 0.03521665930747986 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.004639219027012587 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man with dark, spiky hair standing on a high-rise city balcony at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue zip-up hoodie over a white T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as deep indigo with bright cyan and white meteor streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background below the balcony a soft-focus tapestry of warm, shimmering bokeh city lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered with the rich, saturated colors and organic textures of 35mm film?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008633431047201157 + ], + "opposite_logprob_tokens": [ + -4.758633613586426 + ], + "logprob_reward": -0.008633431047201157, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008633431047201157, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1728035807609558, + 0.14229008555412292, + 0.0787838026881218, + 0.027779661118984222, + 0.052970416843891144, + 0.03290912136435509, + 0.09338779747486115, + 0.05188215896487236, + 0.20513276755809784, + 0.1420605480670929 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.008633431047201157 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man with dark, spiky hair standing on a high-rise city balcony at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue zip-up hoodie over a white T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as deep indigo with bright cyan and white meteor streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background below the balcony a soft-focus tapestry of warm, shimmering bokeh city lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered with the rich, saturated colors and organic textures of 35mm film?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42887619137763977 + ], + "opposite_logprob_tokens": [ + -1.0538761615753174 + ], + "logprob_reward": -0.42887619137763977, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.42887619137763977, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.377538800239563, + 0.14831385016441345, + 0.11543707549571991, + 0.03919115662574768, + 0.08482921123504639, + 0.03634851425886154, + 0.058565061539411545, + 0.039593443274497986, + 0.052841465920209885, + 0.047341424971818924 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.42887619137763977 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium close-up captures a young man, his dark, spiky hair resembling Tachibana Taki, standing on a high-rise city balcony at night. Wearing a simple dark blue zip-up hoodie over a white T-shirt, he leans slightly forward, his hands resting on the cool metal railing. His face is turned upward, toward a vast, deep indigo sky riven by a spectacular meteor shower. Bright cyan and white rays streak across the sky, casting a fleeting, ethereal glow that illuminates his features. His dark eyes, wide open, reflect the celestial scene, his expression a profound blend of awe at the beauty of the universe and a deep, quiet longing. As the meteor flashes, dynamic light dances across his face, highlighting the subtle moisture in his eyes and the slightly parted, surprised lips. Below, the sprawling metropolis is a soft-focus tapestry of warm, shimmering bokeh lights, a stark contrast to the cool, dramatic spectacle above. Rendered throughout with the rich, saturated colors and subtle, organic textures of 35mm film, the scenes evoke a powerful atmosphere of cinematic nostalgia and poignancy.", + "seed": 17170, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_14/index_6167_seed_17170_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.10019981027580797, + "vlm_logprob": -0.10019981027580797, + "vlm_yes_no_margin": 4.175, + "vlm_token_credit": -0.10019981027580797, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man with dark, spiky hair standing on a high-rise city balcony at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue zip-up hoodie over a white T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as deep indigo with bright cyan and white meteor streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background below the balcony a soft-focus tapestry of warm, shimmering bokeh city lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered with the rich, saturated colors and organic textures of 35mm film?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008187894709408283 + ], + "opposite_logprob_tokens": [ + -4.883187770843506 + ], + "logprob_reward": -0.008187894709408283, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.008187894709408283, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22635836899280548, + 0.09243155270814896, + 0.114342600107193, + 0.1231134831905365, + 0.06692305207252502, + 0.043220557272434235, + 0.13472744822502136, + 0.06225826218724251, + 0.08408072590827942, + 0.05254403129220009 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.008187894709408283 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man with dark, spiky hair standing on a high-rise city balcony at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue zip-up hoodie over a white T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as deep indigo with bright cyan and white meteor streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background below the balcony a soft-focus tapestry of warm, shimmering bokeh city lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered with the rich, saturated colors and organic textures of 35mm film?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008643122389912605 + ], + "opposite_logprob_tokens": [ + -4.75864315032959 + ], + "logprob_reward": -0.008643122389912605, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008643122389912605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0904947817325592, + 0.12054310739040375, + 0.19478558003902435, + 0.09149158746004105, + 0.0714007318019867, + 0.027201473712921143, + 0.08587099611759186, + 0.023800017312169075, + 0.1885329782962799, + 0.10587868839502335 + ], + "top_frames": [ + 2, + 8, + 1 + ], + "selected_reward": -0.008643122389912605 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man with dark, spiky hair standing on a high-rise city balcony at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue zip-up hoodie over a white T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as deep indigo with bright cyan and white meteor streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background below the balcony a soft-focus tapestry of warm, shimmering bokeh city lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered with the rich, saturated colors and organic textures of 35mm film?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031932813581079245 + ], + "opposite_logprob_tokens": [ + -5.753193378448486 + ], + "logprob_reward": -0.0031932813581079245, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031932813581079245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16473782062530518, + 0.08254064619541168, + 0.16694554686546326, + 0.09150223433971405, + 0.2488727867603302, + 0.0497412346303463, + 0.06249013543128967, + 0.02569558471441269, + 0.05649086833000183, + 0.050983183085918427 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.0031932813581079245 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man with dark, spiky hair standing on a high-rise city balcony at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue zip-up hoodie over a white T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as deep indigo with bright cyan and white meteor streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background below the balcony a soft-focus tapestry of warm, shimmering bokeh city lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered with the rich, saturated colors and organic textures of 35mm film?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067289662547409534 + ], + "opposite_logprob_tokens": [ + -5.0067291259765625 + ], + "logprob_reward": -0.0067289662547409534, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067289662547409534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15781542658805847, + 0.15726712346076965, + 0.07731395959854126, + 0.06745237857103348, + 0.16420376300811768, + 0.06360895186662674, + 0.12752406299114227, + 0.030728954821825027, + 0.07076998054981232, + 0.08331538736820221 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.0067289662547409534 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man with dark, spiky hair standing on a high-rise city balcony at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue zip-up hoodie over a white T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as deep indigo with bright cyan and white meteor streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background below the balcony a soft-focus tapestry of warm, shimmering bokeh city lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered with the rich, saturated colors and organic textures of 35mm film?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4742457866668701 + ], + "opposite_logprob_tokens": [ + -0.9742457866668701 + ], + "logprob_reward": -0.4742457866668701, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4742457866668701, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1242082342505455, + 0.07208125293254852, + 0.07180710881948471, + 0.069059818983078, + 0.175600066781044, + 0.11973687261343002, + 0.12388067692518234, + 0.06326837092638016, + 0.11770118027925491, + 0.0626564621925354 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.4742457866668701 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium close-up captures a young man, his dark, spiky hair resembling Tachibana Taki, standing on a high-rise city balcony at night. Wearing a simple dark blue zip-up hoodie over a white T-shirt, he leans slightly forward, his hands resting on the cool metal railing. His face is turned upward, toward a vast, deep indigo sky riven by a spectacular meteor shower. Bright cyan and white rays streak across the sky, casting a fleeting, ethereal glow that illuminates his features. His dark eyes, wide open, reflect the celestial scene, his expression a profound blend of awe at the beauty of the universe and a deep, quiet longing. As the meteor flashes, dynamic light dances across his face, highlighting the subtle moisture in his eyes and the slightly parted, surprised lips. Below, the sprawling metropolis is a soft-focus tapestry of warm, shimmering bokeh lights, a stark contrast to the cool, dramatic spectacle above. Rendered throughout with the rich, saturated colors and subtle, organic textures of 35mm film, the scenes evoke a powerful atmosphere of cinematic nostalgia and poignancy.", + "seed": 17171, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_14/index_6167_seed_17171_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0946773199364543, + "vlm_logprob": -0.0946773199364543, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.0946773199364543, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man with dark, spiky hair standing on a high-rise city balcony at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue zip-up hoodie over a white T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as deep indigo with bright cyan and white meteor streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background below the balcony a soft-focus tapestry of warm, shimmering bokeh city lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered with the rich, saturated colors and organic textures of 35mm film?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009137243032455444 + ], + "opposite_logprob_tokens": [ + -4.759137153625488 + ], + "logprob_reward": -0.009137243032455444, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.009137243032455444, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.434392511844635, + 0.5095680952072144, + 0.012358216568827629, + 0.005863559432327747, + 0.004738699644804001, + 0.0019654231145977974, + 0.003913831431418657, + 0.005926365032792091, + 0.003759195329621434, + 0.017514154314994812 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.009137243032455444 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man with dark, spiky hair standing on a high-rise city balcony at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue zip-up hoodie over a white T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as deep indigo with bright cyan and white meteor streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background below the balcony a soft-focus tapestry of warm, shimmering bokeh city lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered with the rich, saturated colors and organic textures of 35mm film?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01819409430027008 + ], + "opposite_logprob_tokens": [ + -4.018194198608398 + ], + "logprob_reward": -0.01819409430027008, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01819409430027008, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4218902885913849, + 0.5202464461326599, + 0.014823239296674728, + 0.0056392597034573555, + 0.005243195220828056, + 0.0014283418422564864, + 0.006415572948753834, + 0.010357658378779888, + 0.004788387566804886, + 0.009167641401290894 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.01819409430027008 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man with dark, spiky hair standing on a high-rise city balcony at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue zip-up hoodie over a white T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as deep indigo with bright cyan and white meteor streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background below the balcony a soft-focus tapestry of warm, shimmering bokeh city lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered with the rich, saturated colors and organic textures of 35mm film?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004639456048607826 + ], + "opposite_logprob_tokens": [ + -5.379639625549316 + ], + "logprob_reward": -0.004639456048607826, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004639456048607826, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09374133497476578, + 0.8759495615959167, + 0.007850627414882183, + 0.009427851065993309, + 0.003535699797794223, + 0.0019031629199162126, + 0.0023654920514672995, + 0.001859160023741424, + 0.0015773230697959661, + 0.001789681613445282 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.004639456048607826 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man with dark, spiky hair standing on a high-rise city balcony at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue zip-up hoodie over a white T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as deep indigo with bright cyan and white meteor streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background below the balcony a soft-focus tapestry of warm, shimmering bokeh city lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered with the rich, saturated colors and organic textures of 35mm film?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01253299880772829 + ], + "opposite_logprob_tokens": [ + -4.387533187866211 + ], + "logprob_reward": -0.01253299880772829, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01253299880772829, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6181700825691223, + 0.3289877474308014, + 0.009323880076408386, + 0.008973399177193642, + 0.005337489768862724, + 0.0024625896476209164, + 0.004320080857723951, + 0.0029694063123315573, + 0.004384937230497599, + 0.01507035456597805 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.01253299880772829 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man with dark, spiky hair standing on a high-rise city balcony at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue zip-up hoodie over a white T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as deep indigo with bright cyan and white meteor streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background below the balcony a soft-focus tapestry of warm, shimmering bokeh city lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered with the rich, saturated colors and organic textures of 35mm film?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42888280749320984 + ], + "opposite_logprob_tokens": [ + -1.0538828372955322 + ], + "logprob_reward": -0.42888280749320984, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.42888280749320984, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22309283912181854, + 0.7061547040939331, + 0.02380272001028061, + 0.010478422045707703, + 0.004589581862092018, + 0.0037840590812265873, + 0.008227981626987457, + 0.008013222366571426, + 0.004069676157087088, + 0.007786840200424194 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.42888280749320984 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium close-up captures a young man, his dark, spiky hair resembling Tachibana Taki, standing on a high-rise city balcony at night. Wearing a simple dark blue zip-up hoodie over a white T-shirt, he leans slightly forward, his hands resting on the cool metal railing. His face is turned upward, toward a vast, deep indigo sky riven by a spectacular meteor shower. Bright cyan and white rays streak across the sky, casting a fleeting, ethereal glow that illuminates his features. His dark eyes, wide open, reflect the celestial scene, his expression a profound blend of awe at the beauty of the universe and a deep, quiet longing. As the meteor flashes, dynamic light dances across his face, highlighting the subtle moisture in his eyes and the slightly parted, surprised lips. Below, the sprawling metropolis is a soft-focus tapestry of warm, shimmering bokeh lights, a stark contrast to the cool, dramatic spectacle above. Rendered throughout with the rich, saturated colors and subtle, organic textures of 35mm film, the scenes evoke a powerful atmosphere of cinematic nostalgia and poignancy.", + "seed": 17172, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_14/index_6167_seed_17172_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.17771531883627176, + "vlm_logprob": -0.17771531883627176, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.17771531883627176, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man with dark, spiky hair standing on a high-rise city balcony at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue zip-up hoodie over a white T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as deep indigo with bright cyan and white meteor streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background below the balcony a soft-focus tapestry of warm, shimmering bokeh city lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered with the rich, saturated colors and organic textures of 35mm film?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021754682064056396 + ], + "opposite_logprob_tokens": [ + -3.896754741668701 + ], + "logprob_reward": -0.021754682064056396, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.021754682064056396, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1884635090827942, + 0.07918190956115723, + 0.03680435195565224, + 0.05350571125745773, + 0.12106551975011826, + 0.05478441342711449, + 0.13928735256195068, + 0.1208636462688446, + 0.03918426111340523, + 0.16685926914215088 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.021754682064056396 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man with dark, spiky hair standing on a high-rise city balcony at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue zip-up hoodie over a white T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as deep indigo with bright cyan and white meteor streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background below the balcony a soft-focus tapestry of warm, shimmering bokeh city lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered with the rich, saturated colors and organic textures of 35mm film?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023296691477298737 + ], + "opposite_logprob_tokens": [ + -3.773296594619751 + ], + "logprob_reward": -0.023296691477298737, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023296691477298737, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2543351650238037, + 0.08087198436260223, + 0.06939130276441574, + 0.17522123456001282, + 0.0614163763821125, + 0.0811062827706337, + 0.07411397993564606, + 0.03312843665480614, + 0.05313766747713089, + 0.11727763712406158 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.023296691477298737 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man with dark, spiky hair standing on a high-rise city balcony at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue zip-up hoodie over a white T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as deep indigo with bright cyan and white meteor streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background below the balcony a soft-focus tapestry of warm, shimmering bokeh city lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered with the rich, saturated colors and organic textures of 35mm film?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007628121413290501 + ], + "opposite_logprob_tokens": [ + -4.882627964019775 + ], + "logprob_reward": -0.007628121413290501, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007628121413290501, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19639062881469727, + 0.09448446333408356, + 0.07749149948358536, + 0.047969914972782135, + 0.04569777846336365, + 0.05084865167737007, + 0.22444261610507965, + 0.06753773242235184, + 0.07288645207881927, + 0.12225022166967392 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.007628121413290501 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man with dark, spiky hair standing on a high-rise city balcony at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue zip-up hoodie over a white T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as deep indigo with bright cyan and white meteor streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background below the balcony a soft-focus tapestry of warm, shimmering bokeh city lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered with the rich, saturated colors and organic textures of 35mm film?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009772907942533493 + ], + "opposite_logprob_tokens": [ + -4.634772777557373 + ], + "logprob_reward": -0.009772907942533493, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009772907942533493, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14360220730304718, + 0.2040882408618927, + 0.09353896230459213, + 0.06143610551953316, + 0.044922854751348495, + 0.04145708307623863, + 0.10870810598134995, + 0.12728442251682281, + 0.09764072299003601, + 0.07732130587100983 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.009772907942533493 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man with dark, spiky hair standing on a high-rise city balcony at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue zip-up hoodie over a white T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as deep indigo with bright cyan and white meteor streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background below the balcony a soft-focus tapestry of warm, shimmering bokeh city lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered with the rich, saturated colors and organic textures of 35mm film?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8261241912841797 + ], + "opposite_logprob_tokens": [ + -0.5761241912841797 + ], + "logprob_reward": -0.8261241912841797, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8261241912841797, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.14133422076702118, + 0.06687084585428238, + 0.05370870605111122, + 0.03136313706636429, + 0.04072943329811096, + 0.04075488820672035, + 0.13757666945457458, + 0.18477767705917358, + 0.1283874213695526, + 0.17449700832366943 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.8261241912841797 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_15/index_tensor([3449, 3449])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_15/index_tensor([3449, 3449])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c80785ab4ce81dd5e7577cf2ce08e44278137f91 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_15/index_tensor([3449, 3449])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The camera tracks from a low angle, parallel to a faded crimson 1970s-era tram. It slowly but steadily weaves its way through narrow streets paved with ancient cobblestones, its body swaying slightly on the uneven tracks, emitting a rhythmic clanking sound. The streets are lined with creaking three- and four-story brick buildings. Pedestrians in bell-bottom pants and heavy jackets, along with citizens on vintage bicycles, expertly navigate the tram's path, sharing the crowded road. Under the diffuse light of an overcast sky, the scene's tones favor dull browns, grays, and faded reds, accentuating a rugged urban texture. A noticeable film grain enhances the retro atmosphere. Through the tram's large windows, the dim interior lights and the blurred figures of passengers can be vaguely seen, creating a nostalgic and vibrant sense of urban bustle.", + "seed": 12831, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_15/index_3449_seed_12831_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.041476793587207794, + "vlm_logprob": -0.041476793587207794, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.041476793587207794, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a 1970s-era tram with a faded crimson color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track from a low angle parallel to the tram while weaving through narrow cobblestone streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are pedestrians wearing bell-bottom pants and heavy jackets, along with people on vintage bicycles, visible navigating the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment characterized by three- and four-story brick buildings under an overcast sky with dull brown, gray, and faded red tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video enhanced with noticeable film grain and visible dim interior lights with blurred passenger figures through the tram's windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12904825806617737 + ], + "opposite_logprob_tokens": [ + -2.1290483474731445 + ], + "logprob_reward": -0.12904825806617737, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12904825806617737, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1304447054862976, + 0.056524571031332016, + 0.06606186181306839, + 0.060054074972867966, + 0.18383021652698517, + 0.11777066439390182, + 0.20182177424430847, + 0.08388669788837433, + 0.053509898483753204, + 0.0460955835878849 + ], + "top_frames": [ + 6, + 4, + 0 + ], + "selected_reward": -0.12904825806617737 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a 1970s-era tram with a faded crimson color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track from a low angle parallel to the tram while weaving through narrow cobblestone streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are pedestrians wearing bell-bottom pants and heavy jackets, along with people on vintage bicycles, visible navigating the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment characterized by three- and four-story brick buildings under an overcast sky with dull brown, gray, and faded red tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video enhanced with noticeable film grain and visible dim interior lights with blurred passenger figures through the tram's windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05498092621564865 + ], + "opposite_logprob_tokens": [ + -2.929980993270874 + ], + "logprob_reward": -0.05498092621564865, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05498092621564865, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11487520486116409, + 0.06199546530842781, + 0.04973965510725975, + 0.04092003405094147, + 0.18393869698047638, + 0.06685402989387512, + 0.03534337878227234, + 0.12586292624473572, + 0.250487744808197, + 0.06998287886381149 + ], + "top_frames": [ + 8, + 4, + 7 + ], + "selected_reward": -0.05498092621564865 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a 1970s-era tram with a faded crimson color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track from a low angle parallel to the tram while weaving through narrow cobblestone streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are pedestrians wearing bell-bottom pants and heavy jackets, along with people on vintage bicycles, visible navigating the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment characterized by three- and four-story brick buildings under an overcast sky with dull brown, gray, and faded red tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video enhanced with noticeable film grain and visible dim interior lights with blurred passenger figures through the tram's windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009782234206795692 + ], + "opposite_logprob_tokens": [ + -4.634782314300537 + ], + "logprob_reward": -0.009782234206795692, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009782234206795692, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21167562901973724, + 0.0721082016825676, + 0.03898123279213905, + 0.03350182622671127, + 0.09707000851631165, + 0.049965765327215195, + 0.06528978794813156, + 0.09527235478162766, + 0.12242493033409119, + 0.2137102484703064 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.009782234206795692 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a 1970s-era tram with a faded crimson color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track from a low angle parallel to the tram while weaving through narrow cobblestone streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are pedestrians wearing bell-bottom pants and heavy jackets, along with people on vintage bicycles, visible navigating the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment characterized by three- and four-story brick buildings under an overcast sky with dull brown, gray, and faded red tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video enhanced with noticeable film grain and visible dim interior lights with blurred passenger figures through the tram's windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005943363532423973 + ], + "opposite_logprob_tokens": [ + -5.130943298339844 + ], + "logprob_reward": -0.005943363532423973, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005943363532423973, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2981117367744446, + 0.0646645799279213, + 0.09278812259435654, + 0.03031531535089016, + 0.10299937427043915, + 0.05229600891470909, + 0.12719106674194336, + 0.08220983296632767, + 0.0932091772556305, + 0.05621480196714401 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.005943363532423973 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a 1970s-era tram with a faded crimson color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track from a low angle parallel to the tram while weaving through narrow cobblestone streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are pedestrians wearing bell-bottom pants and heavy jackets, along with people on vintage bicycles, visible navigating the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment characterized by three- and four-story brick buildings under an overcast sky with dull brown, gray, and faded red tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video enhanced with noticeable film grain and visible dim interior lights with blurred passenger figures through the tram's windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007629185914993286 + ], + "opposite_logprob_tokens": [ + -4.88262939453125 + ], + "logprob_reward": -0.007629185914993286, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007629185914993286, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2033248245716095, + 0.10070321708917618, + 0.08029483258724213, + 0.02268386259675026, + 0.10110153257846832, + 0.1532220095396042, + 0.07002049684524536, + 0.13576099276542664, + 0.07424359023571014, + 0.05864451453089714 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.007629185914993286 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The camera tracks from a low angle, parallel to a faded crimson 1970s-era tram. It slowly but steadily weaves its way through narrow streets paved with ancient cobblestones, its body swaying slightly on the uneven tracks, emitting a rhythmic clanking sound. The streets are lined with creaking three- and four-story brick buildings. Pedestrians in bell-bottom pants and heavy jackets, along with citizens on vintage bicycles, expertly navigate the tram's path, sharing the crowded road. Under the diffuse light of an overcast sky, the scene's tones favor dull browns, grays, and faded reds, accentuating a rugged urban texture. A noticeable film grain enhances the retro atmosphere. Through the tram's large windows, the dim interior lights and the blurred figures of passengers can be vaguely seen, creating a nostalgic and vibrant sense of urban bustle.", + "seed": 12832, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_15/index_3449_seed_12832_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.012046790309250354, + "vlm_logprob": -0.012046790309250354, + "vlm_yes_no_margin": 4.925, + "vlm_token_credit": -0.012046790309250354, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a 1970s-era tram with a faded crimson color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track from a low angle parallel to the tram while weaving through narrow cobblestone streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are pedestrians wearing bell-bottom pants and heavy jackets, along with people on vintage bicycles, visible navigating the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment characterized by three- and four-story brick buildings under an overcast sky with dull brown, gray, and faded red tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video enhanced with noticeable film grain and visible dim interior lights with blurred passenger figures through the tram's windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030710158869624138 + ], + "opposite_logprob_tokens": [ + -3.530710220336914 + ], + "logprob_reward": -0.030710158869624138, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.030710158869624138, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16416800022125244, + 0.058529309928417206, + 0.1127973347902298, + 0.1000509113073349, + 0.1000610962510109, + 0.03317055478692055, + 0.16146083176136017, + 0.11620397120714188, + 0.05010082200169563, + 0.10345716774463654 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.030710158869624138 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a 1970s-era tram with a faded crimson color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track from a low angle parallel to the tram while weaving through narrow cobblestone streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are pedestrians wearing bell-bottom pants and heavy jackets, along with people on vintage bicycles, visible navigating the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment characterized by three- and four-story brick buildings under an overcast sky with dull brown, gray, and faded red tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video enhanced with noticeable film grain and visible dim interior lights with blurred passenger figures through the tram's windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016082679852843285 + ], + "opposite_logprob_tokens": [ + -4.141082763671875 + ], + "logprob_reward": -0.016082679852843285, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016082679852843285, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.49556872248649597, + 0.07321382313966751, + 0.04782123118638992, + 0.055824920535087585, + 0.17229384183883667, + 0.01072337944060564, + 0.02175522781908512, + 0.082007996737957, + 0.013341674581170082, + 0.02744922786951065 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.016082679852843285 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a 1970s-era tram with a faded crimson color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track from a low angle parallel to the tram while weaving through narrow cobblestone streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are pedestrians wearing bell-bottom pants and heavy jackets, along with people on vintage bicycles, visible navigating the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment characterized by three- and four-story brick buildings under an overcast sky with dull brown, gray, and faded red tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video enhanced with noticeable film grain and visible dim interior lights with blurred passenger figures through the tram's windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004637083038687706 + ], + "opposite_logprob_tokens": [ + -5.379637241363525 + ], + "logprob_reward": -0.004637083038687706, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004637083038687706, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5219701528549194, + 0.07315535843372345, + 0.07505107671022415, + 0.06496019661426544, + 0.05865602195262909, + 0.020562469959259033, + 0.05210757255554199, + 0.02592339552938938, + 0.029098499566316605, + 0.07851528376340866 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.004637083038687706 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a 1970s-era tram with a faded crimson color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track from a low angle parallel to the tram while weaving through narrow cobblestone streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are pedestrians wearing bell-bottom pants and heavy jackets, along with people on vintage bicycles, visible navigating the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment characterized by three- and four-story brick buildings under an overcast sky with dull brown, gray, and faded red tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video enhanced with noticeable film grain and visible dim interior lights with blurred passenger figures through the tram's windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001176618505269289 + ], + "opposite_logprob_tokens": [ + -6.751176834106445 + ], + "logprob_reward": -0.001176618505269289, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.001176618505269289, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3541739583015442, + 0.15013159811496735, + 0.050260238349437714, + 0.05633979290723801, + 0.08620072156190872, + 0.022838687524199486, + 0.05634508281946182, + 0.08535883575677872, + 0.0376378633081913, + 0.10071325302124023 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.001176618505269289 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a 1970s-era tram with a faded crimson color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track from a low angle parallel to the tram while weaving through narrow cobblestone streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are pedestrians wearing bell-bottom pants and heavy jackets, along with people on vintage bicycles, visible navigating the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment characterized by three- and four-story brick buildings under an overcast sky with dull brown, gray, and faded red tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video enhanced with noticeable film grain and visible dim interior lights with blurred passenger figures through the tram's windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007627411279827356 + ], + "opposite_logprob_tokens": [ + -4.882627487182617 + ], + "logprob_reward": -0.007627411279827356, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007627411279827356, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41984832286834717, + 0.05674547329545021, + 0.03303779289126396, + 0.028606507927179337, + 0.03423776477575302, + 0.014878341928124428, + 0.04873190447688103, + 0.06411826610565186, + 0.017696185037493706, + 0.28209954500198364 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.007627411279827356 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The camera tracks from a low angle, parallel to a faded crimson 1970s-era tram. It slowly but steadily weaves its way through narrow streets paved with ancient cobblestones, its body swaying slightly on the uneven tracks, emitting a rhythmic clanking sound. The streets are lined with creaking three- and four-story brick buildings. Pedestrians in bell-bottom pants and heavy jackets, along with citizens on vintage bicycles, expertly navigate the tram's path, sharing the crowded road. Under the diffuse light of an overcast sky, the scene's tones favor dull browns, grays, and faded reds, accentuating a rugged urban texture. A noticeable film grain enhances the retro atmosphere. Through the tram's large windows, the dim interior lights and the blurred figures of passengers can be vaguely seen, creating a nostalgic and vibrant sense of urban bustle.", + "seed": 12833, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_15/index_3449_seed_12833_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.02205764357931912, + "vlm_logprob": -0.02205764357931912, + "vlm_yes_no_margin": 4.4, + "vlm_token_credit": -0.02205764357931912, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a 1970s-era tram with a faded crimson color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track from a low angle parallel to the tram while weaving through narrow cobblestone streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are pedestrians wearing bell-bottom pants and heavy jackets, along with people on vintage bicycles, visible navigating the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment characterized by three- and four-story brick buildings under an overcast sky with dull brown, gray, and faded red tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video enhanced with noticeable film grain and visible dim interior lights with blurred passenger figures through the tram's windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05583582818508148 + ], + "opposite_logprob_tokens": [ + -2.930835723876953 + ], + "logprob_reward": -0.05583582818508148, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05583582818508148, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12875865399837494, + 0.12560947239398956, + 0.18372419476509094, + 0.06815066933631897, + 0.18498580157756805, + 0.034685730934143066, + 0.035468507558107376, + 0.1155996099114418, + 0.06621479988098145, + 0.05680251866579056 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.05583582818508148 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a 1970s-era tram with a faded crimson color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track from a low angle parallel to the tram while weaving through narrow cobblestone streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are pedestrians wearing bell-bottom pants and heavy jackets, along with people on vintage bicycles, visible navigating the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment characterized by three- and four-story brick buildings under an overcast sky with dull brown, gray, and faded red tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video enhanced with noticeable film grain and visible dim interior lights with blurred passenger figures through the tram's windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811141476035118 + ], + "opposite_logprob_tokens": [ + -3.288111448287964 + ], + "logprob_reward": -0.03811141476035118, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811141476035118, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12631051242351532, + 0.11385134607553482, + 0.2396567165851593, + 0.11753250658512115, + 0.07342208176851273, + 0.11671341210603714, + 0.06468909978866577, + 0.05023889243602753, + 0.024905143305659294, + 0.0726802721619606 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.03811141476035118 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a 1970s-era tram with a faded crimson color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track from a low angle parallel to the tram while weaving through narrow cobblestone streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are pedestrians wearing bell-bottom pants and heavy jackets, along with people on vintage bicycles, visible navigating the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment characterized by three- and four-story brick buildings under an overcast sky with dull brown, gray, and faded red tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video enhanced with noticeable film grain and visible dim interior lights with blurred passenger figures through the tram's windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008638868108391762 + ], + "opposite_logprob_tokens": [ + -4.758638858795166 + ], + "logprob_reward": -0.008638868108391762, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008638868108391762, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10471577197313309, + 0.10446438938379288, + 0.28478044271469116, + 0.059735480695962906, + 0.09895213693380356, + 0.0980418249964714, + 0.09574107080698013, + 0.05590755119919777, + 0.020308976992964745, + 0.07735234498977661 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.008638868108391762 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a 1970s-era tram with a faded crimson color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track from a low angle parallel to the tram while weaving through narrow cobblestone streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are pedestrians wearing bell-bottom pants and heavy jackets, along with people on vintage bicycles, visible navigating the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment characterized by three- and four-story brick buildings under an overcast sky with dull brown, gray, and faded red tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video enhanced with noticeable film grain and visible dim interior lights with blurred passenger figures through the tram's windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004089090041816235 + ], + "opposite_logprob_tokens": [ + -5.504088878631592 + ], + "logprob_reward": -0.004089090041816235, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004089090041816235, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16232004761695862, + 0.14598678052425385, + 0.11542196571826935, + 0.1595669835805893, + 0.07190418243408203, + 0.06159738451242447, + 0.07463110983371735, + 0.0967836081981659, + 0.03827023506164551, + 0.07351765781641006 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.004089090041816235 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a 1970s-era tram with a faded crimson color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track from a low angle parallel to the tram while weaving through narrow cobblestone streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are pedestrians wearing bell-bottom pants and heavy jackets, along with people on vintage bicycles, visible navigating the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment characterized by three- and four-story brick buildings under an overcast sky with dull brown, gray, and faded red tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video enhanced with noticeable film grain and visible dim interior lights with blurred passenger figures through the tram's windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003613016800954938 + ], + "opposite_logprob_tokens": [ + -5.628612995147705 + ], + "logprob_reward": -0.003613016800954938, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003613016800954938, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25062739849090576, + 0.06549691408872604, + 0.24278925359249115, + 0.037655122578144073, + 0.14420752227306366, + 0.05569615960121155, + 0.053201060742139816, + 0.04462457075715065, + 0.047760482877492905, + 0.057941533625125885 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.003613016800954938 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The camera tracks from a low angle, parallel to a faded crimson 1970s-era tram. It slowly but steadily weaves its way through narrow streets paved with ancient cobblestones, its body swaying slightly on the uneven tracks, emitting a rhythmic clanking sound. The streets are lined with creaking three- and four-story brick buildings. Pedestrians in bell-bottom pants and heavy jackets, along with citizens on vintage bicycles, expertly navigate the tram's path, sharing the crowded road. Under the diffuse light of an overcast sky, the scene's tones favor dull browns, grays, and faded reds, accentuating a rugged urban texture. A noticeable film grain enhances the retro atmosphere. Through the tram's large windows, the dim interior lights and the blurred figures of passengers can be vaguely seen, creating a nostalgic and vibrant sense of urban bustle.", + "seed": 12834, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_15/index_3449_seed_12834_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.016803462989628315, + "vlm_logprob": -0.016803462989628315, + "vlm_yes_no_margin": 4.6, + "vlm_token_credit": -0.016803462989628315, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a 1970s-era tram with a faded crimson color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track from a low angle parallel to the tram while weaving through narrow cobblestone streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are pedestrians wearing bell-bottom pants and heavy jackets, along with people on vintage bicycles, visible navigating the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment characterized by three- and four-story brick buildings under an overcast sky with dull brown, gray, and faded red tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video enhanced with noticeable film grain and visible dim interior lights with blurred passenger figures through the tram's windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04495137184858322 + ], + "opposite_logprob_tokens": [ + -3.1699514389038086 + ], + "logprob_reward": -0.04495137184858322, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04495137184858322, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1396091729402542, + 0.1425754725933075, + 0.14489848911762238, + 0.060267772525548935, + 0.08168794959783554, + 0.108052097260952, + 0.06746863573789597, + 0.05592679977416992, + 0.040052078664302826, + 0.15946154296398163 + ], + "top_frames": [ + 9, + 2, + 1 + ], + "selected_reward": -0.04495137184858322 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a 1970s-era tram with a faded crimson color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track from a low angle parallel to the tram while weaving through narrow cobblestone streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are pedestrians wearing bell-bottom pants and heavy jackets, along with people on vintage bicycles, visible navigating the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment characterized by three- and four-story brick buildings under an overcast sky with dull brown, gray, and faded red tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video enhanced with noticeable film grain and visible dim interior lights with blurred passenger figures through the tram's windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02330612577497959 + ], + "opposite_logprob_tokens": [ + -3.773306131362915 + ], + "logprob_reward": -0.02330612577497959, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02330612577497959, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2687114477157593, + 0.13396164774894714, + 0.06652870774269104, + 0.04640356823801994, + 0.09796508401632309, + 0.09570365399122238, + 0.03472768887877464, + 0.09979747980833054, + 0.10094811022281647, + 0.05525265634059906 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.02330612577497959 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a 1970s-era tram with a faded crimson color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track from a low angle parallel to the tram while weaving through narrow cobblestone streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are pedestrians wearing bell-bottom pants and heavy jackets, along with people on vintage bicycles, visible navigating the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment characterized by three- and four-story brick buildings under an overcast sky with dull brown, gray, and faded red tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video enhanced with noticeable film grain and visible dim interior lights with blurred passenger figures through the tram's windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046380325220525265 + ], + "opposite_logprob_tokens": [ + -5.379638195037842 + ], + "logprob_reward": -0.0046380325220525265, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046380325220525265, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17726098001003265, + 0.12126364558935165, + 0.08096509426832199, + 0.11110156029462814, + 0.08623507618904114, + 0.15794366598129272, + 0.0617518350481987, + 0.05781343951821327, + 0.08076578378677368, + 0.06489893049001694 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.0046380325220525265 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a 1970s-era tram with a faded crimson color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track from a low angle parallel to the tram while weaving through narrow cobblestone streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are pedestrians wearing bell-bottom pants and heavy jackets, along with people on vintage bicycles, visible navigating the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment characterized by three- and four-story brick buildings under an overcast sky with dull brown, gray, and faded red tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video enhanced with noticeable film grain and visible dim interior lights with blurred passenger figures through the tram's windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002484808210283518 + ], + "opposite_logprob_tokens": [ + -6.0024847984313965 + ], + "logprob_reward": -0.002484808210283518, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002484808210283518, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11171000450849533, + 0.11383376270532608, + 0.0677877813577652, + 0.057318802922964096, + 0.060456037521362305, + 0.1734248846769333, + 0.042516790330410004, + 0.09081928431987762, + 0.15001532435417175, + 0.13211730122566223 + ], + "top_frames": [ + 5, + 8, + 9 + ], + "selected_reward": -0.002484808210283518 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a 1970s-era tram with a faded crimson color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track from a low angle parallel to the tram while weaving through narrow cobblestone streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are pedestrians wearing bell-bottom pants and heavy jackets, along with people on vintage bicycles, visible navigating the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment characterized by three- and four-story brick buildings under an overcast sky with dull brown, gray, and faded red tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video enhanced with noticeable film grain and visible dim interior lights with blurred passenger figures through the tram's windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008636976592242718 + ], + "opposite_logprob_tokens": [ + -4.758636951446533 + ], + "logprob_reward": -0.008636976592242718, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008636976592242718, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18314063549041748, + 0.47673526406288147, + 0.04278774559497833, + 0.031236164271831512, + 0.031616102904081345, + 0.052388884127140045, + 0.040074095129966736, + 0.019217822700738907, + 0.05232132971286774, + 0.07048202306032181 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.008636976592242718 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_2/index_tensor([5808, 5808])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_2/index_tensor([5808, 5808])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..2158c320367b24db2f72320fc96306ed17332ef0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_2/index_tensor([5808, 5808])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "single, wide-angle, static shot, shot from the ground, perfectly captures the inky blackness and velvety depths of the night sky. In the center of the frame, a firework, after a brief silence, suddenly explodes, releasing a tremendous burst of energy. In an instant, countless dazzling beams of pure white radiate from the core of the explosion, forming a vast, perfectly spherical body of light. Its dazzling brilliance temporarily transforms night into day, casting fleeting, sharp shadows on the ground. Each ray, like a delicate branch of ice crystals, forms a sharp outline against the extreme blackness, creating a striking, almost graphic contrast of light and dark. Having reached their maximum range, these fiery filaments of light seem to exhaust their kinetic energy, trailing a delicate trail as they gracefully and slowly descend, ultimately dissolving into wisps of fading stardust in the sky, returning the sky to a profound silence. The entire process is imbued with a magnificent, awe-inspiring, and fleeting visual impact.", + "seed": 23570, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_2/index_5808_seed_23570_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.5575949877500535, + "vlm_logprob": -0.5575949877500535, + "vlm_yes_no_margin": 1.425, + "vlm_token_credit": -0.5575949877500535, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a ground-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the entire sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a firework exploding into a vast, perfectly spherical body of pure white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light rays form sharp outlines resembling delicate branches of ice crystals against the black sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the light filaments trail and slowly descend before dissolving into wisps of fading stardust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2389273643493652 + ], + "opposite_logprob_tokens": [ + -0.3639273941516876 + ], + "logprob_reward": -1.2389273643493652, + "yes_no_margin_reward": -0.875, + "token_credit_reward": -1.2389273643493652, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.3224612772464752, + 0.06462255120277405, + 0.03373343124985695, + 0.05880311131477356, + 0.03932700306177139, + 0.09664186090230942, + 0.09819259494543076, + 0.06128590926527977, + 0.06811968982219696, + 0.15681253373622894 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -1.2389273643493652 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a ground-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the entire sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a firework exploding into a vast, perfectly spherical body of pure white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light rays form sharp outlines resembling delicate branches of ice crystals against the black sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the light filaments trail and slowly descend before dissolving into wisps of fading stardust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.223657250404358 + ], + "opposite_logprob_tokens": [ + -0.3486572504043579 + ], + "logprob_reward": -1.223657250404358, + "yes_no_margin_reward": -0.875, + "token_credit_reward": -1.223657250404358, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.20710749924182892, + 0.11913061887025833, + 0.040143925696611404, + 0.051224708557128906, + 0.05342528969049454, + 0.06707072257995605, + 0.058372244238853455, + 0.04758168011903763, + 0.10034950077533722, + 0.25559383630752563 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -1.223657250404358 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a ground-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the entire sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a firework exploding into a vast, perfectly spherical body of pure white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light rays form sharp outlines resembling delicate branches of ice crystals against the black sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the light filaments trail and slowly descend before dissolving into wisps of fading stardust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813347578048706 + ], + "opposite_logprob_tokens": [ + -1.4063347578048706 + ], + "logprob_reward": -0.2813347578048706, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813347578048706, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12098058313131332, + 0.10694360733032227, + 0.07967644184827805, + 0.051510680466890335, + 0.07319572567939758, + 0.12404275685548782, + 0.06830885261297226, + 0.03485089913010597, + 0.09454630315303802, + 0.24594418704509735 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.2813347578048706 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a ground-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the entire sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a firework exploding into a vast, perfectly spherical body of pure white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light rays form sharp outlines resembling delicate branches of ice crystals against the black sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the light filaments trail and slowly descend before dissolving into wisps of fading stardust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029842637479305267 + ], + "opposite_logprob_tokens": [ + -3.5298426151275635 + ], + "logprob_reward": -0.029842637479305267, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029842637479305267, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18203380703926086, + 0.07818678021430969, + 0.08920370787382126, + 0.018801581114530563, + 0.09614086896181107, + 0.15063215792179108, + 0.04363809525966644, + 0.024698616936802864, + 0.05896463990211487, + 0.25769975781440735 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.029842637479305267 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a ground-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the entire sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a firework exploding into a vast, perfectly spherical body of pure white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light rays form sharp outlines resembling delicate branches of ice crystals against the black sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the light filaments trail and slowly descend before dissolving into wisps of fading stardust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014212928712368011 + ], + "opposite_logprob_tokens": [ + -4.2642130851745605 + ], + "logprob_reward": -0.014212928712368011, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014212928712368011, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0400240384042263, + 0.0390692800283432, + 0.01620200090110302, + 0.028128810226917267, + 0.052115414291620255, + 0.053860362619161606, + 0.052884865552186966, + 0.03939627856016159, + 0.10778442025184631, + 0.5705345273017883 + ], + "top_frames": [ + 9, + 8, + 5 + ], + "selected_reward": -0.014212928712368011 + } + ], + "vlm_decoded_outputs": [ + "No", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "single, wide-angle, static shot, shot from the ground, perfectly captures the inky blackness and velvety depths of the night sky. In the center of the frame, a firework, after a brief silence, suddenly explodes, releasing a tremendous burst of energy. In an instant, countless dazzling beams of pure white radiate from the core of the explosion, forming a vast, perfectly spherical body of light. Its dazzling brilliance temporarily transforms night into day, casting fleeting, sharp shadows on the ground. Each ray, like a delicate branch of ice crystals, forms a sharp outline against the extreme blackness, creating a striking, almost graphic contrast of light and dark. Having reached their maximum range, these fiery filaments of light seem to exhaust their kinetic energy, trailing a delicate trail as they gracefully and slowly descend, ultimately dissolving into wisps of fading stardust in the sky, returning the sky to a profound silence. The entire process is imbued with a magnificent, awe-inspiring, and fleeting visual impact.", + "seed": 23571, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_2/index_5808_seed_23571_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.4830060299485922, + "vlm_logprob": -0.4830060299485922, + "vlm_yes_no_margin": 1.475, + "vlm_token_credit": -0.4830060299485922, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a ground-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the entire sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a firework exploding into a vast, perfectly spherical body of pure white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light rays form sharp outlines resembling delicate branches of ice crystals against the black sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the light filaments trail and slowly descend before dissolving into wisps of fading stardust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9980226755142212 + ], + "opposite_logprob_tokens": [ + -0.4980226755142212 + ], + "logprob_reward": -0.9980226755142212, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9980226755142212, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2643034756183624, + 0.0859433114528656, + 0.03838460519909859, + 0.03500167280435562, + 0.10851584374904633, + 0.038168951869010925, + 0.0831279531121254, + 0.15468446910381317, + 0.06738340854644775, + 0.12448625266551971 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.9980226755142212 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a ground-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the entire sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a firework exploding into a vast, perfectly spherical body of pure white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light rays form sharp outlines resembling delicate branches of ice crystals against the black sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the light filaments trail and slowly descend before dissolving into wisps of fading stardust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.137095332145691 + ], + "opposite_logprob_tokens": [ + -0.3870953619480133 + ], + "logprob_reward": -1.137095332145691, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.137095332145691, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.17921200394630432, + 0.13859823346138, + 0.020547538995742798, + 0.03669029474258423, + 0.02444993518292904, + 0.0802716612815857, + 0.1629146933555603, + 0.16436521708965302, + 0.08345989137887955, + 0.1094905436038971 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -1.137095332145691 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a ground-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the entire sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a firework exploding into a vast, perfectly spherical body of pure white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light rays form sharp outlines resembling delicate branches of ice crystals against the black sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the light filaments trail and slowly descend before dissolving into wisps of fading stardust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22557760775089264 + ], + "opposite_logprob_tokens": [ + -1.6005775928497314 + ], + "logprob_reward": -0.22557760775089264, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22557760775089264, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12275753915309906, + 0.1126694455742836, + 0.0699976459145546, + 0.05445444956421852, + 0.09449276328086853, + 0.0362478531897068, + 0.21246066689491272, + 0.13048690557479858, + 0.07593312114477158, + 0.09049957245588303 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.22557760775089264 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a ground-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the entire sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a firework exploding into a vast, perfectly spherical body of pure white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light rays form sharp outlines resembling delicate branches of ice crystals against the black sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the light filaments trail and slowly descend before dissolving into wisps of fading stardust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03373797982931137 + ], + "opposite_logprob_tokens": [ + -3.408737897872925 + ], + "logprob_reward": -0.03373797982931137, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03373797982931137, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1578613519668579, + 0.05389024689793587, + 0.0707259401679039, + 0.2937577962875366, + 0.09205389767885208, + 0.0723198875784874, + 0.10325808823108673, + 0.05255302041769028, + 0.03688530623912811, + 0.06669445335865021 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.03373797982931137 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a ground-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the entire sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a firework exploding into a vast, perfectly spherical body of pure white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light rays form sharp outlines resembling delicate branches of ice crystals against the black sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the light filaments trail and slowly descend before dissolving into wisps of fading stardust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059655450284481 + ], + "opposite_logprob_tokens": [ + -3.895596504211426 + ], + "logprob_reward": -0.02059655450284481, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059655450284481, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19349946081638336, + 0.06758572906255722, + 0.07213620096445084, + 0.173641175031662, + 0.07056217640638351, + 0.09380057454109192, + 0.10974717885255814, + 0.08204512298107147, + 0.050510406494140625, + 0.08647196739912033 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.02059655450284481 + } + ], + "vlm_decoded_outputs": [ + "No", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "single, wide-angle, static shot, shot from the ground, perfectly captures the inky blackness and velvety depths of the night sky. In the center of the frame, a firework, after a brief silence, suddenly explodes, releasing a tremendous burst of energy. In an instant, countless dazzling beams of pure white radiate from the core of the explosion, forming a vast, perfectly spherical body of light. Its dazzling brilliance temporarily transforms night into day, casting fleeting, sharp shadows on the ground. Each ray, like a delicate branch of ice crystals, forms a sharp outline against the extreme blackness, creating a striking, almost graphic contrast of light and dark. Having reached their maximum range, these fiery filaments of light seem to exhaust their kinetic energy, trailing a delicate trail as they gracefully and slowly descend, ultimately dissolving into wisps of fading stardust in the sky, returning the sky to a profound silence. The entire process is imbued with a magnificent, awe-inspiring, and fleeting visual impact.", + "seed": 23572, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_2/index_5808_seed_23572_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.513771646656096, + "vlm_logprob": -0.513771646656096, + "vlm_yes_no_margin": 1.575, + "vlm_token_credit": -0.513771646656096, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a ground-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the entire sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a firework exploding into a vast, perfectly spherical body of pure white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light rays form sharp outlines resembling delicate branches of ice crystals against the black sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the light filaments trail and slowly descend before dissolving into wisps of fading stardust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.008975625038147 + ], + "opposite_logprob_tokens": [ + -0.508975625038147 + ], + "logprob_reward": -1.008975625038147, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -1.008975625038147, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2983649969100952, + 0.06752782315015793, + 0.09874109923839569, + 0.0247273538261652, + 0.029515760019421577, + 0.11216860264539719, + 0.14986395835876465, + 0.05389034003019333, + 0.0771845206618309, + 0.08801545947790146 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -1.008975625038147 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a ground-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the entire sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a firework exploding into a vast, perfectly spherical body of pure white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light rays form sharp outlines resembling delicate branches of ice crystals against the black sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the light filaments trail and slowly descend before dissolving into wisps of fading stardust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.313461422920227 + ], + "opposite_logprob_tokens": [ + -0.31346145272254944 + ], + "logprob_reward": -1.313461422920227, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.313461422920227, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.24122504889965057, + 0.047156382352113724, + 0.05265311896800995, + 0.027529636397957802, + 0.03429480642080307, + 0.1260068416595459, + 0.037818800657987595, + 0.06767988950014114, + 0.03584089130163193, + 0.32979461550712585 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -1.313461422920227 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a ground-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the entire sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a firework exploding into a vast, perfectly spherical body of pure white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light rays form sharp outlines resembling delicate branches of ice crystals against the black sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the light filaments trail and slowly descend before dissolving into wisps of fading stardust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20159147679805756 + ], + "opposite_logprob_tokens": [ + -1.7015914916992188 + ], + "logprob_reward": -0.20159147679805756, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20159147679805756, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.132516548037529, + 0.1711404025554657, + 0.14846287667751312, + 0.07371930032968521, + 0.0475628599524498, + 0.09434548020362854, + 0.07852798700332642, + 0.06625363975763321, + 0.1360493153333664, + 0.05142159014940262 + ], + "top_frames": [ + 1, + 2, + 8 + ], + "selected_reward": -0.20159147679805756 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a ground-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the entire sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a firework exploding into a vast, perfectly spherical body of pure white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light rays form sharp outlines resembling delicate branches of ice crystals against the black sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the light filaments trail and slowly descend before dissolving into wisps of fading stardust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03374258801341057 + ], + "opposite_logprob_tokens": [ + -3.408742666244507 + ], + "logprob_reward": -0.03374258801341057, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03374258801341057, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12134268134832382, + 0.0662732943892479, + 0.0748414546251297, + 0.06848698854446411, + 0.030929118394851685, + 0.18003736436367035, + 0.22339387238025665, + 0.05382506176829338, + 0.1040717363357544, + 0.07679840922355652 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.03374258801341057 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a ground-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the entire sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a firework exploding into a vast, perfectly spherical body of pure white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light rays form sharp outlines resembling delicate branches of ice crystals against the black sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the light filaments trail and slowly descend before dissolving into wisps of fading stardust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01108712051063776 + ], + "opposite_logprob_tokens": [ + -4.511086940765381 + ], + "logprob_reward": -0.01108712051063776, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01108712051063776, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1652011126279831, + 0.11701250821352005, + 0.060295552015304565, + 0.03701692819595337, + 0.03678567707538605, + 0.1806449145078659, + 0.11976728588342667, + 0.04841580241918564, + 0.05653492361307144, + 0.1783253401517868 + ], + "top_frames": [ + 5, + 9, + 0 + ], + "selected_reward": -0.01108712051063776 + } + ], + "vlm_decoded_outputs": [ + "No", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "single, wide-angle, static shot, shot from the ground, perfectly captures the inky blackness and velvety depths of the night sky. In the center of the frame, a firework, after a brief silence, suddenly explodes, releasing a tremendous burst of energy. In an instant, countless dazzling beams of pure white radiate from the core of the explosion, forming a vast, perfectly spherical body of light. Its dazzling brilliance temporarily transforms night into day, casting fleeting, sharp shadows on the ground. Each ray, like a delicate branch of ice crystals, forms a sharp outline against the extreme blackness, creating a striking, almost graphic contrast of light and dark. Having reached their maximum range, these fiery filaments of light seem to exhaust their kinetic energy, trailing a delicate trail as they gracefully and slowly descend, ultimately dissolving into wisps of fading stardust in the sky, returning the sky to a profound silence. The entire process is imbued with a magnificent, awe-inspiring, and fleeting visual impact.", + "seed": 23573, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_2/index_5808_seed_23573_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.5573313353583217, + "vlm_logprob": -0.5573313353583217, + "vlm_yes_no_margin": 1.5, + "vlm_token_credit": -0.5573313353583217, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a ground-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the entire sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a firework exploding into a vast, perfectly spherical body of pure white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light rays form sharp outlines resembling delicate branches of ice crystals against the black sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the light filaments trail and slowly descend before dissolving into wisps of fading stardust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9949385523796082 + ], + "opposite_logprob_tokens": [ + -0.49493855237960815 + ], + "logprob_reward": -0.9949385523796082, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9949385523796082, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2524503767490387, + 0.042640458792448044, + 0.05249771103262901, + 0.05032946914434433, + 0.08679786324501038, + 0.08926711976528168, + 0.10534922033548355, + 0.09522484987974167, + 0.1338440477848053, + 0.09159892797470093 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.9949385523796082 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a ground-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the entire sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a firework exploding into a vast, perfectly spherical body of pure white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light rays form sharp outlines resembling delicate branches of ice crystals against the black sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the light filaments trail and slowly descend before dissolving into wisps of fading stardust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.502085566520691 + ], + "opposite_logprob_tokens": [ + -0.25208553671836853 + ], + "logprob_reward": -1.502085566520691, + "yes_no_margin_reward": -1.25, + "token_credit_reward": -1.502085566520691, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1151031032204628, + 0.05042216181755066, + 0.01843942143023014, + 0.022284897044301033, + 0.0382353775203228, + 0.1058877557516098, + 0.2853296995162964, + 0.08252852410078049, + 0.20042362809181213, + 0.08134543150663376 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -1.502085566520691 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a ground-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the entire sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a firework exploding into a vast, perfectly spherical body of pure white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light rays form sharp outlines resembling delicate branches of ice crystals against the black sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the light filaments trail and slowly descend before dissolving into wisps of fading stardust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521052658557892 + ], + "opposite_logprob_tokens": [ + -1.5021052360534668 + ], + "logprob_reward": -0.2521052658557892, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521052658557892, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06010283902287483, + 0.15654778480529785, + 0.08129577338695526, + 0.04868648201227188, + 0.10919037461280823, + 0.04088427871465683, + 0.36080268025398254, + 0.03232313692569733, + 0.08881513774394989, + 0.02135150507092476 + ], + "top_frames": [ + 6, + 1, + 4 + ], + "selected_reward": -0.2521052658557892 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a ground-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the entire sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a firework exploding into a vast, perfectly spherical body of pure white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light rays form sharp outlines resembling delicate branches of ice crystals against the black sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the light filaments trail and slowly descend before dissolving into wisps of fading stardust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023317888379096985 + ], + "opposite_logprob_tokens": [ + -3.773317813873291 + ], + "logprob_reward": -0.023317888379096985, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023317888379096985, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1205255463719368, + 0.027617303654551506, + 0.053200770169496536, + 0.03738900646567345, + 0.13416004180908203, + 0.039471495896577835, + 0.3414921760559082, + 0.05786554142832756, + 0.10371822863817215, + 0.0845598503947258 + ], + "top_frames": [ + 6, + 4, + 0 + ], + "selected_reward": -0.023317888379096985 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a ground-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the entire sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a firework exploding into a vast, perfectly spherical body of pure white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light rays form sharp outlines resembling delicate branches of ice crystals against the black sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the light filaments trail and slowly descend before dissolving into wisps of fading stardust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014209403656423092 + ], + "opposite_logprob_tokens": [ + -4.264209270477295 + ], + "logprob_reward": -0.014209403656423092, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014209403656423092, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09004232287406921, + 0.03600814938545227, + 0.03429728373885155, + 0.038291607052087784, + 0.06571383774280548, + 0.043879181146621704, + 0.4534147083759308, + 0.048245880752801895, + 0.10089275985956192, + 0.08921422064304352 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.014209403656423092 + } + ], + "vlm_decoded_outputs": [ + "No", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_3/index_tensor([9231, 9231])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_3/index_tensor([9231, 9231])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..76f844566eda38996b9ed0539c2e2dded606be96 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_3/index_tensor([9231, 9231])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium shot, shot from a slightly upward angle, follows the sword's swing with a swift, fluid pan to the right, capturing the crucial chopping moment in slow motion. In the frame, a middle-aged craftsman, dressed in a dark blue denim jacket and with muscular arms, grips a newly forged longsword with both hands. Under the soft, slanting afternoon sun, the blade gleams with a cool, sharp metallic sheen, a stream of silver light gliding across the pristine edge. He stands firmly in the gravel courtyard, a traditional wooden workshop behind him. His gaze focused, his weight lowered, he decisively swings the sword, slicing a swift, precise arc. The moment the blade contacts the vertical, emerald green bamboo pole, the scene shifts into slow motion, the sword's edge piercing unimpeded. The upper half of the bamboo pole smoothly tilts to the side and separates, revealing a mirror-smooth incision. A few drops of clear water splash from the fracture. The craftsman's movements are smooth and flowing. After completing the swing, the sword continues to move forward and finally stops steadily at the side of the body. The whole scene is full of concentration, strength and tranquility, perfectly showing the ultimate harmony between man and tool.", + "seed": 537, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_3/index_9231_seed_537_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.031200598645955323, + "vlm_logprob": -0.031200598645955323, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.031200598645955323, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged craftsman wearing a dark blue denim jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the craftsman holding a newly forged longsword with both hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show the sword slicing an emerald green bamboo pole that separates into two pieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot from a slightly upward angle and does it pan to the right following the swing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video depict the moment of impact and the subsequent separation in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02768021635711193 + ], + "opposite_logprob_tokens": [ + -3.6526801586151123 + ], + "logprob_reward": -0.02768021635711193, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02768021635711193, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19795596599578857, + 0.030080385506153107, + 0.11482040584087372, + 0.024077042937278748, + 0.03464553877711296, + 0.09087926149368286, + 0.04579136520624161, + 0.036710385233163834, + 0.4048600494861603, + 0.02017957717180252 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.02768021635711193 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged craftsman wearing a dark blue denim jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the craftsman holding a newly forged longsword with both hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show the sword slicing an emerald green bamboo pole that separates into two pieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot from a slightly upward angle and does it pan to the right following the swing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video depict the moment of impact and the subsequent separation in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07902094721794128 + ], + "opposite_logprob_tokens": [ + -2.5790209770202637 + ], + "logprob_reward": -0.07902094721794128, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07902094721794128, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09715183824300766, + 0.10476332902908325, + 0.046304553747177124, + 0.03414235636591911, + 0.05267614871263504, + 0.26383623480796814, + 0.03782150149345398, + 0.041182223707437515, + 0.2981061041355133, + 0.02401569113135338 + ], + "top_frames": [ + 8, + 5, + 1 + ], + "selected_reward": -0.07902094721794128 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged craftsman wearing a dark blue denim jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the craftsman holding a newly forged longsword with both hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show the sword slicing an emerald green bamboo pole that separates into two pieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot from a slightly upward angle and does it pan to the right following the swing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video depict the moment of impact and the subsequent separation in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005956635810434818 + ], + "opposite_logprob_tokens": [ + -5.130956649780273 + ], + "logprob_reward": -0.005956635810434818, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005956635810434818, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0493270643055439, + 0.020696071907877922, + 0.03063827008008957, + 0.01961366832256317, + 0.011166252195835114, + 0.023597871884703636, + 0.08824657648801804, + 0.10973669588565826, + 0.57865309715271, + 0.06832439452409744 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.005956635810434818 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged craftsman wearing a dark blue denim jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the craftsman holding a newly forged longsword with both hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show the sword slicing an emerald green bamboo pole that separates into two pieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot from a slightly upward angle and does it pan to the right following the swing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video depict the moment of impact and the subsequent separation in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00525581045076251 + ], + "opposite_logprob_tokens": [ + -5.255255699157715 + ], + "logprob_reward": -0.00525581045076251, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.00525581045076251, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06744489818811417, + 0.03357624635100365, + 0.027013789862394333, + 0.0335485115647316, + 0.03186618909239769, + 0.08171293139457703, + 0.05143015459179878, + 0.09686239063739777, + 0.5578421354293823, + 0.018702756613492966 + ], + "top_frames": [ + 8, + 7, + 5 + ], + "selected_reward": -0.00525581045076251 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged craftsman wearing a dark blue denim jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the craftsman holding a newly forged longsword with both hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show the sword slicing an emerald green bamboo pole that separates into two pieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot from a slightly upward angle and does it pan to the right following the swing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video depict the moment of impact and the subsequent separation in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03808938339352608 + ], + "opposite_logprob_tokens": [ + -3.2880892753601074 + ], + "logprob_reward": -0.03808938339352608, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03808938339352608, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11166208237409592, + 0.03561868891119957, + 0.0313698910176754, + 0.024332458153367043, + 0.04959876462817192, + 0.07085825502872467, + 0.06870267540216446, + 0.08338924497365952, + 0.46516361832618713, + 0.05930427461862564 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.03808938339352608 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from a slightly upward angle, follows the sword's swing with a swift, fluid pan to the right, capturing the crucial chopping moment in slow motion. In the frame, a middle-aged craftsman, dressed in a dark blue denim jacket and with muscular arms, grips a newly forged longsword with both hands. Under the soft, slanting afternoon sun, the blade gleams with a cool, sharp metallic sheen, a stream of silver light gliding across the pristine edge. He stands firmly in the gravel courtyard, a traditional wooden workshop behind him. His gaze focused, his weight lowered, he decisively swings the sword, slicing a swift, precise arc. The moment the blade contacts the vertical, emerald green bamboo pole, the scene shifts into slow motion, the sword's edge piercing unimpeded. The upper half of the bamboo pole smoothly tilts to the side and separates, revealing a mirror-smooth incision. A few drops of clear water splash from the fracture. The craftsman's movements are smooth and flowing. After completing the swing, the sword continues to move forward and finally stops steadily at the side of the body. The whole scene is full of concentration, strength and tranquility, perfectly showing the ultimate harmony between man and tool.", + "seed": 538, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_3/index_9231_seed_538_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05511409025639295, + "vlm_logprob": -0.05511409025639295, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.05511409025639295, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged craftsman wearing a dark blue denim jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the craftsman holding a newly forged longsword with both hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show the sword slicing an emerald green bamboo pole that separates into two pieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot from a slightly upward angle and does it pan to the right following the swing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video depict the moment of impact and the subsequent separation in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02827349677681923 + ], + "opposite_logprob_tokens": [ + -3.653273582458496 + ], + "logprob_reward": -0.02827349677681923, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02827349677681923, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11851625144481659, + 0.05282829701900482, + 0.029482249170541763, + 0.27593711018562317, + 0.2104964554309845, + 0.03926210477948189, + 0.12150036543607712, + 0.06811104714870453, + 0.033672355115413666, + 0.05019379034638405 + ], + "top_frames": [ + 3, + 4, + 6 + ], + "selected_reward": -0.02827349677681923 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged craftsman wearing a dark blue denim jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the craftsman holding a newly forged longsword with both hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show the sword slicing an emerald green bamboo pole that separates into two pieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot from a slightly upward angle and does it pan to the right following the swing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video depict the moment of impact and the subsequent separation in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2016158401966095 + ], + "opposite_logprob_tokens": [ + -1.701615810394287 + ], + "logprob_reward": -0.2016158401966095, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2016158401966095, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11864299327135086, + 0.10139022767543793, + 0.12690332531929016, + 0.06229835003614426, + 0.06174669414758682, + 0.05690958723425865, + 0.18874110281467438, + 0.11136394739151001, + 0.12557534873485565, + 0.046428482979536057 + ], + "top_frames": [ + 6, + 2, + 8 + ], + "selected_reward": -0.2016158401966095 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged craftsman wearing a dark blue denim jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the craftsman holding a newly forged longsword with both hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show the sword slicing an emerald green bamboo pole that separates into two pieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot from a slightly upward angle and does it pan to the right following the swing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video depict the moment of impact and the subsequent separation in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005257945042103529 + ], + "opposite_logprob_tokens": [ + -5.255258083343506 + ], + "logprob_reward": -0.005257945042103529, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005257945042103529, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09366580098867416, + 0.049401938915252686, + 0.036592356860637665, + 0.038407061249017715, + 0.10605846345424652, + 0.056372400373220444, + 0.2550126314163208, + 0.09082608669996262, + 0.1439886838197708, + 0.12967455387115479 + ], + "top_frames": [ + 6, + 8, + 9 + ], + "selected_reward": -0.005257945042103529 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged craftsman wearing a dark blue denim jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the craftsman holding a newly forged longsword with both hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show the sword slicing an emerald green bamboo pole that separates into two pieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot from a slightly upward angle and does it pan to the right following the swing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video depict the moment of impact and the subsequent separation in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067384387366473675 + ], + "opposite_logprob_tokens": [ + -5.006738662719727 + ], + "logprob_reward": -0.0067384387366473675, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067384387366473675, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07564929872751236, + 0.05288266763091087, + 0.031998712569475174, + 0.05157297104597092, + 0.1627892404794693, + 0.050836656242609024, + 0.3013978898525238, + 0.1212877631187439, + 0.09463600069284439, + 0.05694884434342384 + ], + "top_frames": [ + 6, + 4, + 7 + ], + "selected_reward": -0.0067384387366473675 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged craftsman wearing a dark blue denim jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the craftsman holding a newly forged longsword with both hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show the sword slicing an emerald green bamboo pole that separates into two pieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot from a slightly upward angle and does it pan to the right following the swing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video depict the moment of impact and the subsequent separation in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033684730529785156 + ], + "opposite_logprob_tokens": [ + -3.408684730529785 + ], + "logprob_reward": -0.033684730529785156, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033684730529785156, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10240159928798676, + 0.07935994863510132, + 0.02601674199104309, + 0.031986065208911896, + 0.05226106196641922, + 0.06698933988809586, + 0.28008416295051575, + 0.0741087794303894, + 0.14847561717033386, + 0.13831669092178345 + ], + "top_frames": [ + 6, + 8, + 9 + ], + "selected_reward": -0.033684730529785156 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from a slightly upward angle, follows the sword's swing with a swift, fluid pan to the right, capturing the crucial chopping moment in slow motion. In the frame, a middle-aged craftsman, dressed in a dark blue denim jacket and with muscular arms, grips a newly forged longsword with both hands. Under the soft, slanting afternoon sun, the blade gleams with a cool, sharp metallic sheen, a stream of silver light gliding across the pristine edge. He stands firmly in the gravel courtyard, a traditional wooden workshop behind him. His gaze focused, his weight lowered, he decisively swings the sword, slicing a swift, precise arc. The moment the blade contacts the vertical, emerald green bamboo pole, the scene shifts into slow motion, the sword's edge piercing unimpeded. The upper half of the bamboo pole smoothly tilts to the side and separates, revealing a mirror-smooth incision. A few drops of clear water splash from the fracture. The craftsman's movements are smooth and flowing. After completing the swing, the sword continues to move forward and finally stops steadily at the side of the body. The whole scene is full of concentration, strength and tranquility, perfectly showing the ultimate harmony between man and tool.", + "seed": 539, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_3/index_9231_seed_539_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.032490173494443296, + "vlm_logprob": -0.032490173494443296, + "vlm_yes_no_margin": 4.2, + "vlm_token_credit": -0.032490173494443296, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged craftsman wearing a dark blue denim jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the craftsman holding a newly forged longsword with both hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show the sword slicing an emerald green bamboo pole that separates into two pieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot from a slightly upward angle and does it pan to the right following the swing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video depict the moment of impact and the subsequent separation in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00843970850110054 + ], + "opposite_logprob_tokens": [ + -4.883439540863037 + ], + "logprob_reward": -0.00843970850110054, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00843970850110054, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09884954988956451, + 0.07248913496732712, + 0.20535778999328613, + 0.045931458473205566, + 0.06780903041362762, + 0.043091729283332825, + 0.056653283536434174, + 0.303099125623703, + 0.03471076488494873, + 0.0720081552863121 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.00843970850110054 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged craftsman wearing a dark blue denim jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the craftsman holding a newly forged longsword with both hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show the sword slicing an emerald green bamboo pole that separates into two pieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot from a slightly upward angle and does it pan to the right following the swing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video depict the moment of impact and the subsequent separation in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11297599971294403 + ], + "opposite_logprob_tokens": [ + -2.23797607421875 + ], + "logprob_reward": -0.11297599971294403, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11297599971294403, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.058502934873104095, + 0.042479004710912704, + 0.030074913054704666, + 0.024755172431468964, + 0.03538630157709122, + 0.02461053431034088, + 0.05052986741065979, + 0.5770056843757629, + 0.09235834330320358, + 0.06429720669984818 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.11297599971294403 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged craftsman wearing a dark blue denim jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the craftsman holding a newly forged longsword with both hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show the sword slicing an emerald green bamboo pole that separates into two pieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot from a slightly upward angle and does it pan to the right following the swing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video depict the moment of impact and the subsequent separation in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036206187214702368 + ], + "opposite_logprob_tokens": [ + -5.628620624542236 + ], + "logprob_reward": -0.0036206187214702368, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036206187214702368, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.071312814950943, + 0.03420106694102287, + 0.04365531727671623, + 0.09015139192342758, + 0.05083413049578667, + 0.04522063955664635, + 0.08566322922706604, + 0.3625478148460388, + 0.06976061314344406, + 0.1466529816389084 + ], + "top_frames": [ + 7, + 9, + 3 + ], + "selected_reward": -0.0036206187214702368 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged craftsman wearing a dark blue denim jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the craftsman holding a newly forged longsword with both hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show the sword slicing an emerald green bamboo pole that separates into two pieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot from a slightly upward angle and does it pan to the right following the swing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video depict the moment of impact and the subsequent separation in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007628831081092358 + ], + "opposite_logprob_tokens": [ + -4.882628917694092 + ], + "logprob_reward": -0.007628831081092358, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007628831081092358, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08945483714342117, + 0.04509694129228592, + 0.08047272264957428, + 0.07422026991844177, + 0.20410867035388947, + 0.04025929048657417, + 0.08866921067237854, + 0.13467393815517426, + 0.07857678830623627, + 0.16446730494499207 + ], + "top_frames": [ + 4, + 9, + 7 + ], + "selected_reward": -0.007628831081092358 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged craftsman wearing a dark blue denim jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the craftsman holding a newly forged longsword with both hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show the sword slicing an emerald green bamboo pole that separates into two pieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot from a slightly upward angle and does it pan to the right following the swing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video depict the moment of impact and the subsequent separation in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02978570945560932 + ], + "opposite_logprob_tokens": [ + -3.529785633087158 + ], + "logprob_reward": -0.02978570945560932, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02978570945560932, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03165220096707344, + 0.016825195401906967, + 0.04876040667295456, + 0.06148291379213333, + 0.16709557175636292, + 0.04132559150457382, + 0.0808255523443222, + 0.4073173403739929, + 0.04644274711608887, + 0.09827245771884918 + ], + "top_frames": [ + 7, + 4, + 9 + ], + "selected_reward": -0.02978570945560932 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from a slightly upward angle, follows the sword's swing with a swift, fluid pan to the right, capturing the crucial chopping moment in slow motion. In the frame, a middle-aged craftsman, dressed in a dark blue denim jacket and with muscular arms, grips a newly forged longsword with both hands. Under the soft, slanting afternoon sun, the blade gleams with a cool, sharp metallic sheen, a stream of silver light gliding across the pristine edge. He stands firmly in the gravel courtyard, a traditional wooden workshop behind him. His gaze focused, his weight lowered, he decisively swings the sword, slicing a swift, precise arc. The moment the blade contacts the vertical, emerald green bamboo pole, the scene shifts into slow motion, the sword's edge piercing unimpeded. The upper half of the bamboo pole smoothly tilts to the side and separates, revealing a mirror-smooth incision. A few drops of clear water splash from the fracture. The craftsman's movements are smooth and flowing. After completing the swing, the sword continues to move forward and finally stops steadily at the side of the body. The whole scene is full of concentration, strength and tranquility, perfectly showing the ultimate harmony between man and tool.", + "seed": 540, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_3/index_9231_seed_540_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.043682979233562944, + "vlm_logprob": -0.043682979233562944, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.043682979233562944, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged craftsman wearing a dark blue denim jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the craftsman holding a newly forged longsword with both hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show the sword slicing an emerald green bamboo pole that separates into two pieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot from a slightly upward angle and does it pan to the right following the swing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video depict the moment of impact and the subsequent separation in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07946333289146423 + ], + "opposite_logprob_tokens": [ + -2.579463243484497 + ], + "logprob_reward": -0.07946333289146423, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07946333289146423, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12025370448827744, + 0.18568508327007294, + 0.32794076204299927, + 0.060474637895822525, + 0.0788934975862503, + 0.0325440913438797, + 0.08763375133275986, + 0.021312804892659187, + 0.026945533230900764, + 0.05831611901521683 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.07946333289146423 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged craftsman wearing a dark blue denim jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the craftsman holding a newly forged longsword with both hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show the sword slicing an emerald green bamboo pole that separates into two pieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot from a slightly upward angle and does it pan to the right following the swing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video depict the moment of impact and the subsequent separation in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10034924745559692 + ], + "opposite_logprob_tokens": [ + -2.350349187850952 + ], + "logprob_reward": -0.10034924745559692, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10034924745559692, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0558198057115078, + 0.10186147689819336, + 0.07119696587324142, + 0.10685549676418304, + 0.32038018107414246, + 0.027374109253287315, + 0.07108146697282791, + 0.060283251106739044, + 0.08472827821969986, + 0.10041896253824234 + ], + "top_frames": [ + 4, + 3, + 1 + ], + "selected_reward": -0.10034924745559692 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged craftsman wearing a dark blue denim jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the craftsman holding a newly forged longsword with both hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show the sword slicing an emerald green bamboo pole that separates into two pieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot from a slightly upward angle and does it pan to the right following the swing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video depict the moment of impact and the subsequent separation in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00464052427560091 + ], + "opposite_logprob_tokens": [ + -5.379640579223633 + ], + "logprob_reward": -0.00464052427560091, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00464052427560091, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08700074255466461, + 0.08055701851844788, + 0.038667332381010056, + 0.15928244590759277, + 0.12813130021095276, + 0.031056750565767288, + 0.2025294303894043, + 0.0857376679778099, + 0.11475773900747299, + 0.07227957248687744 + ], + "top_frames": [ + 6, + 3, + 4 + ], + "selected_reward": -0.00464052427560091 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged craftsman wearing a dark blue denim jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the craftsman holding a newly forged longsword with both hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show the sword slicing an emerald green bamboo pole that separates into two pieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot from a slightly upward angle and does it pan to the right following the swing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video depict the moment of impact and the subsequent separation in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007628949359059334 + ], + "opposite_logprob_tokens": [ + -4.882628917694092 + ], + "logprob_reward": -0.007628949359059334, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007628949359059334, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12748312950134277, + 0.07128161191940308, + 0.093656525015831, + 0.11799024045467377, + 0.11022116988897324, + 0.05806422978639603, + 0.15547165274620056, + 0.12177538871765137, + 0.100619375705719, + 0.043436646461486816 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.007628949359059334 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged craftsman wearing a dark blue denim jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the craftsman holding a newly forged longsword with both hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show the sword slicing an emerald green bamboo pole that separates into two pieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot from a slightly upward angle and does it pan to the right following the swing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video depict the moment of impact and the subsequent separation in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02633284218609333 + ], + "opposite_logprob_tokens": [ + -3.6513328552246094 + ], + "logprob_reward": -0.02633284218609333, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02633284218609333, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21974904835224152, + 0.06749436259269714, + 0.0769999697804451, + 0.13458703458309174, + 0.057772185653448105, + 0.03382829949259758, + 0.1553790271282196, + 0.06063373014330864, + 0.12072262167930603, + 0.07283377647399902 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.02633284218609333 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_4/index_tensor([6325, 6325])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_4/index_tensor([6325, 6325])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..384015a39fa9f36c5c6d4c4b02040783834de93c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_4/index_tensor([6325, 6325])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "This incredibly close, static shot, with a very shallow depth of field, focuses on a small wild mouse, its soft brown-gray fur rendered in surreal detail. The mouse is hunched, its entire body focused on the task at hand: carefully biting a delicate, slender branch, gripped tightly in its tiny, pink paws. Its sharp, white incisors are clearly visible, deliberately carved into the branch's bark, scraping away tiny chips of the light-catching, pale wood. The camera remains perfectly still, allowing the viewer to observe the swift, precise movements of the rodent's jaws and the subtle twitching of its whiskers. The scene is illuminated by soft, diffuse natural light, creating gentle highlights in the mouse's fur and a subtle glint in its dark, beady eyes. The background is completely abstracted into a soft, painterly blur composed of gentle greens and earthy browns, creating an atmosphere of tranquility, focus, and intimacy, drawing everyone's attention to this simple, captivating act of nature.", + "seed": 6605, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_4/index_6325_seed_6605_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.17940409667789936, + "vlm_logprob": -0.17940409667789936, + "vlm_yes_no_margin": 2.65, + "vlm_token_credit": -0.17940409667789936, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small wild mouse with soft brown-gray fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mouse hunched while biting a delicate, slender branch held in its pink paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the mouse's sharp white incisors visible carving into the bark of the branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera perfectly still with a very shallow depth of field creating a soft, painterly blur in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffuse natural light highlighting the mouse's fur and eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6343992352485657 + ], + "opposite_logprob_tokens": [ + -0.7593992352485657 + ], + "logprob_reward": -0.6343992352485657, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6343992352485657, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.46684253215789795, + 0.07062405347824097, + 0.04580457881093025, + 0.03171304613351822, + 0.02279760129749775, + 0.09336621314287186, + 0.04921363294124603, + 0.17522308230400085, + 0.01389699149876833, + 0.030518291518092155 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.6343992352485657 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small wild mouse with soft brown-gray fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mouse hunched while biting a delicate, slender branch held in its pink paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the mouse's sharp white incisors visible carving into the bark of the branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera perfectly still with a very shallow depth of field creating a soft, painterly blur in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffuse natural light highlighting the mouse's fur and eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026395076885819435 + ], + "opposite_logprob_tokens": [ + -3.651395082473755 + ], + "logprob_reward": -0.026395076885819435, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026395076885819435, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.42111343145370483, + 0.062237195670604706, + 0.06456323713064194, + 0.027814075350761414, + 0.028987066820263863, + 0.10802553594112396, + 0.055980000644922256, + 0.16245807707309723, + 0.025365233421325684, + 0.043456174433231354 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.026395076885819435 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small wild mouse with soft brown-gray fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mouse hunched while biting a delicate, slender branch held in its pink paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the mouse's sharp white incisors visible carving into the bark of the branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera perfectly still with a very shallow depth of field creating a soft, painterly blur in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffuse natural light highlighting the mouse's fur and eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048666927963495255 + ], + "opposite_logprob_tokens": [ + -3.0486669540405273 + ], + "logprob_reward": -0.048666927963495255, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048666927963495255, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2197302281856537, + 0.0954962968826294, + 0.13236361742019653, + 0.036935269832611084, + 0.09318500012159348, + 0.08548624068498611, + 0.046478960663080215, + 0.110478974878788, + 0.0877041220664978, + 0.09214132279157639 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.048666927963495255 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small wild mouse with soft brown-gray fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mouse hunched while biting a delicate, slender branch held in its pink paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the mouse's sharp white incisors visible carving into the bark of the branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera perfectly still with a very shallow depth of field creating a soft, painterly blur in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffuse natural light highlighting the mouse's fur and eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17993147671222687 + ], + "opposite_logprob_tokens": [ + -1.8049315214157104 + ], + "logprob_reward": -0.17993147671222687, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17993147671222687, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24301597476005554, + 0.07807829231023788, + 0.05827895551919937, + 0.06024345010519028, + 0.09064213931560516, + 0.04731256887316704, + 0.06147312745451927, + 0.23698562383651733, + 0.05260493978857994, + 0.07136497646570206 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.17993147671222687 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small wild mouse with soft brown-gray fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mouse hunched while biting a delicate, slender branch held in its pink paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the mouse's sharp white incisors visible carving into the bark of the branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera perfectly still with a very shallow depth of field creating a soft, painterly blur in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffuse natural light highlighting the mouse's fur and eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007627766579389572 + ], + "opposite_logprob_tokens": [ + -4.882627964019775 + ], + "logprob_reward": -0.007627766579389572, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007627766579389572, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1886502057313919, + 0.1689154952764511, + 0.09441643208265305, + 0.06799884140491486, + 0.09951404482126236, + 0.10691570490598679, + 0.04367026686668396, + 0.0994710922241211, + 0.033554807305336, + 0.0968930721282959 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.007627766579389572 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This incredibly close, static shot, with a very shallow depth of field, focuses on a small wild mouse, its soft brown-gray fur rendered in surreal detail. The mouse is hunched, its entire body focused on the task at hand: carefully biting a delicate, slender branch, gripped tightly in its tiny, pink paws. Its sharp, white incisors are clearly visible, deliberately carved into the branch's bark, scraping away tiny chips of the light-catching, pale wood. The camera remains perfectly still, allowing the viewer to observe the swift, precise movements of the rodent's jaws and the subtle twitching of its whiskers. The scene is illuminated by soft, diffuse natural light, creating gentle highlights in the mouse's fur and a subtle glint in its dark, beady eyes. The background is completely abstracted into a soft, painterly blur composed of gentle greens and earthy browns, creating an atmosphere of tranquility, focus, and intimacy, drawing everyone's attention to this simple, captivating act of nature.", + "seed": 6606, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_4/index_6325_seed_6606_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.12229038532823325, + "vlm_logprob": -0.12229038532823325, + "vlm_yes_no_margin": 2.8, + "vlm_token_credit": -0.12229038532823325, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small wild mouse with soft brown-gray fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mouse hunched while biting a delicate, slender branch held in its pink paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the mouse's sharp white incisors visible carving into the bark of the branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera perfectly still with a very shallow depth of field creating a soft, painterly blur in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffuse natural light highlighting the mouse's fur and eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2280302345752716 + ], + "opposite_logprob_tokens": [ + -1.6030302047729492 + ], + "logprob_reward": -0.2280302345752716, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2280302345752716, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.244501531124115, + 0.1653977781534195, + 0.044687144458293915, + 0.10455036908388138, + 0.1286410093307495, + 0.09199224412441254, + 0.025788793340325356, + 0.12414167076349258, + 0.04878188669681549, + 0.021517546847462654 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.2280302345752716 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small wild mouse with soft brown-gray fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mouse hunched while biting a delicate, slender branch held in its pink paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the mouse's sharp white incisors visible carving into the bark of the branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera perfectly still with a very shallow depth of field creating a soft, painterly blur in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffuse natural light highlighting the mouse's fur and eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02639821171760559 + ], + "opposite_logprob_tokens": [ + -3.651398181915283 + ], + "logprob_reward": -0.02639821171760559, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02639821171760559, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10023538023233414, + 0.11572528630495071, + 0.04508061334490776, + 0.12089657038450241, + 0.16533078253269196, + 0.08546773344278336, + 0.03995613381266594, + 0.07579151540994644, + 0.21361729502677917, + 0.03789865970611572 + ], + "top_frames": [ + 8, + 4, + 3 + ], + "selected_reward": -0.02639821171760559 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small wild mouse with soft brown-gray fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mouse hunched while biting a delicate, slender branch held in its pink paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the mouse's sharp white incisors visible carving into the bark of the branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera perfectly still with a very shallow depth of field creating a soft, painterly blur in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffuse natural light highlighting the mouse's fur and eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033722881227731705 + ], + "opposite_logprob_tokens": [ + -3.4087228775024414 + ], + "logprob_reward": -0.033722881227731705, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033722881227731705, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10074955224990845, + 0.11703430116176605, + 0.04438552260398865, + 0.11310342699289322, + 0.24172399938106537, + 0.05317608639597893, + 0.05291755124926567, + 0.09289829432964325, + 0.11211930960416794, + 0.07189198583364487 + ], + "top_frames": [ + 4, + 1, + 3 + ], + "selected_reward": -0.033722881227731705 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small wild mouse with soft brown-gray fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mouse hunched while biting a delicate, slender branch held in its pink paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the mouse's sharp white incisors visible carving into the bark of the branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera perfectly still with a very shallow depth of field creating a soft, painterly blur in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffuse natural light highlighting the mouse's fur and eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.313517302274704 + ], + "opposite_logprob_tokens": [ + -1.3135173320770264 + ], + "logprob_reward": -0.313517302274704, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.313517302274704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.319370836019516, + 0.09823066741228104, + 0.06664256006479263, + 0.10561615973711014, + 0.09535320103168488, + 0.05205361545085907, + 0.06837785243988037, + 0.12414154410362244, + 0.035693444311618805, + 0.03452010080218315 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.313517302274704 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small wild mouse with soft brown-gray fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mouse hunched while biting a delicate, slender branch held in its pink paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the mouse's sharp white incisors visible carving into the bark of the branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera perfectly still with a very shallow depth of field creating a soft, painterly blur in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffuse natural light highlighting the mouse's fur and eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009783296845853329 + ], + "opposite_logprob_tokens": [ + -4.6347832679748535 + ], + "logprob_reward": -0.009783296845853329, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009783296845853329, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19388934969902039, + 0.09138021618127823, + 0.08139441162347794, + 0.09373835474252701, + 0.10298355668783188, + 0.09964147210121155, + 0.08804325014352798, + 0.06790678948163986, + 0.15121740102767944, + 0.02980518341064453 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.009783296845853329 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This incredibly close, static shot, with a very shallow depth of field, focuses on a small wild mouse, its soft brown-gray fur rendered in surreal detail. The mouse is hunched, its entire body focused on the task at hand: carefully biting a delicate, slender branch, gripped tightly in its tiny, pink paws. Its sharp, white incisors are clearly visible, deliberately carved into the branch's bark, scraping away tiny chips of the light-catching, pale wood. The camera remains perfectly still, allowing the viewer to observe the swift, precise movements of the rodent's jaws and the subtle twitching of its whiskers. The scene is illuminated by soft, diffuse natural light, creating gentle highlights in the mouse's fur and a subtle glint in its dark, beady eyes. The background is completely abstracted into a soft, painterly blur composed of gentle greens and earthy browns, creating an atmosphere of tranquility, focus, and intimacy, drawing everyone's attention to this simple, captivating act of nature.", + "seed": 6607, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_4/index_6325_seed_6607_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05764800999313593, + "vlm_logprob": -0.05764800999313593, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.05764800999313593, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small wild mouse with soft brown-gray fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mouse hunched while biting a delicate, slender branch held in its pink paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the mouse's sharp white incisors visible carving into the bark of the branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera perfectly still with a very shallow depth of field creating a soft, painterly blur in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffuse natural light highlighting the mouse's fur and eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1147475466132164 + ], + "opposite_logprob_tokens": [ + -2.2397475242614746 + ], + "logprob_reward": -0.1147475466132164, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1147475466132164, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36283472180366516, + 0.2035592794418335, + 0.08736936002969742, + 0.03316541388630867, + 0.05127293989062309, + 0.05760052800178528, + 0.11172343790531158, + 0.04237709194421768, + 0.03389446437358856, + 0.016202693805098534 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.1147475466132164 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small wild mouse with soft brown-gray fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mouse hunched while biting a delicate, slender branch held in its pink paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the mouse's sharp white incisors visible carving into the bark of the branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera perfectly still with a very shallow depth of field creating a soft, painterly blur in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffuse natural light highlighting the mouse's fur and eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023332446813583374 + ], + "opposite_logprob_tokens": [ + -3.773332357406616 + ], + "logprob_reward": -0.023332446813583374, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023332446813583374, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25197964906692505, + 0.09514786303043365, + 0.07663410156965256, + 0.031306713819503784, + 0.03043035790324211, + 0.08093926310539246, + 0.2211415320634842, + 0.028943577781319618, + 0.1467011421918869, + 0.03677572309970856 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.023332446813583374 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small wild mouse with soft brown-gray fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mouse hunched while biting a delicate, slender branch held in its pink paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the mouse's sharp white incisors visible carving into the bark of the branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera perfectly still with a very shallow depth of field creating a soft, painterly blur in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffuse natural light highlighting the mouse's fur and eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043079156428575516 + ], + "opposite_logprob_tokens": [ + -3.168079137802124 + ], + "logprob_reward": -0.043079156428575516, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043079156428575516, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37991973757743835, + 0.17396704852581024, + 0.04438169300556183, + 0.05739259719848633, + 0.0343853123486042, + 0.041256729513406754, + 0.10713621228933334, + 0.03658068925142288, + 0.08322841674089432, + 0.041751522570848465 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.043079156428575516 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small wild mouse with soft brown-gray fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mouse hunched while biting a delicate, slender branch held in its pink paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the mouse's sharp white incisors visible carving into the bark of the branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera perfectly still with a very shallow depth of field creating a soft, painterly blur in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffuse natural light highlighting the mouse's fur and eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10034482926130295 + ], + "opposite_logprob_tokens": [ + -2.3503448963165283 + ], + "logprob_reward": -0.10034482926130295, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10034482926130295, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3493124842643738, + 0.12703511118888855, + 0.10315904021263123, + 0.02747545763850212, + 0.09627698361873627, + 0.03590893745422363, + 0.1544654816389084, + 0.023440521210432053, + 0.021816110238432884, + 0.061109915375709534 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.10034482926130295 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small wild mouse with soft brown-gray fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mouse hunched while biting a delicate, slender branch held in its pink paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the mouse's sharp white incisors visible carving into the bark of the branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera perfectly still with a very shallow depth of field creating a soft, painterly blur in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffuse natural light highlighting the mouse's fur and eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006736070849001408 + ], + "opposite_logprob_tokens": [ + -5.0067362785339355 + ], + "logprob_reward": -0.006736070849001408, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006736070849001408, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.48695188760757446, + 0.11098050326108932, + 0.05305204913020134, + 0.02394161932170391, + 0.05011940747499466, + 0.03776467964053154, + 0.17377355694770813, + 0.014194472692906857, + 0.022080224007368088, + 0.02714158222079277 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.006736070849001408 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This incredibly close, static shot, with a very shallow depth of field, focuses on a small wild mouse, its soft brown-gray fur rendered in surreal detail. The mouse is hunched, its entire body focused on the task at hand: carefully biting a delicate, slender branch, gripped tightly in its tiny, pink paws. Its sharp, white incisors are clearly visible, deliberately carved into the branch's bark, scraping away tiny chips of the light-catching, pale wood. The camera remains perfectly still, allowing the viewer to observe the swift, precise movements of the rodent's jaws and the subtle twitching of its whiskers. The scene is illuminated by soft, diffuse natural light, creating gentle highlights in the mouse's fur and a subtle glint in its dark, beady eyes. The background is completely abstracted into a soft, painterly blur composed of gentle greens and earthy browns, creating an atmosphere of tranquility, focus, and intimacy, drawing everyone's attention to this simple, captivating act of nature.", + "seed": 6608, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_4/index_6325_seed_6608_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07564892619848251, + "vlm_logprob": -0.07564892619848251, + "vlm_yes_no_margin": 3.1, + "vlm_token_credit": -0.07564892619848251, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small wild mouse with soft brown-gray fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mouse hunched while biting a delicate, slender branch held in its pink paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the mouse's sharp white incisors visible carving into the bark of the branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera perfectly still with a very shallow depth of field creating a soft, painterly blur in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffuse natural light highlighting the mouse's fur and eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2023794949054718 + ], + "opposite_logprob_tokens": [ + -1.7023794651031494 + ], + "logprob_reward": -0.2023794949054718, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2023794949054718, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19540910422801971, + 0.22526243329048157, + 0.12623462080955505, + 0.03192703053355217, + 0.19982992112636566, + 0.04328425973653793, + 0.017790794372558594, + 0.024800803512334824, + 0.10100436955690384, + 0.03445660322904587 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.2023794949054718 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small wild mouse with soft brown-gray fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mouse hunched while biting a delicate, slender branch held in its pink paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the mouse's sharp white incisors visible carving into the bark of the branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera perfectly still with a very shallow depth of field creating a soft, painterly blur in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffuse natural light highlighting the mouse's fur and eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023319752886891365 + ], + "opposite_logprob_tokens": [ + -3.773319721221924 + ], + "logprob_reward": -0.023319752886891365, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023319752886891365, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13614262640476227, + 0.13952235877513885, + 0.1563815474510193, + 0.06406854093074799, + 0.18332773447036743, + 0.07340976595878601, + 0.08196210861206055, + 0.027518322691321373, + 0.09003955870866776, + 0.047627367079257965 + ], + "top_frames": [ + 4, + 2, + 1 + ], + "selected_reward": -0.023319752886891365 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small wild mouse with soft brown-gray fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mouse hunched while biting a delicate, slender branch held in its pink paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the mouse's sharp white incisors visible carving into the bark of the branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera perfectly still with a very shallow depth of field creating a soft, painterly blur in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffuse natural light highlighting the mouse's fur and eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029804570600390434 + ], + "opposite_logprob_tokens": [ + -3.5298044681549072 + ], + "logprob_reward": -0.029804570600390434, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029804570600390434, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2153763324022293, + 0.11906130611896515, + 0.17680400609970093, + 0.08824583888053894, + 0.14353878796100616, + 0.06438702344894409, + 0.04233250766992569, + 0.028483225032687187, + 0.08555968850851059, + 0.036211270838975906 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.029804570600390434 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small wild mouse with soft brown-gray fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mouse hunched while biting a delicate, slender branch held in its pink paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the mouse's sharp white incisors visible carving into the bark of the branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera perfectly still with a very shallow depth of field creating a soft, painterly blur in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffuse natural light highlighting the mouse's fur and eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11296141147613525 + ], + "opposite_logprob_tokens": [ + -2.2379612922668457 + ], + "logprob_reward": -0.11296141147613525, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11296141147613525, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10986648499965668, + 0.12779705226421356, + 0.136410653591156, + 0.051778972148895264, + 0.10067359358072281, + 0.22960785031318665, + 0.06891491264104843, + 0.06424909085035324, + 0.07969432324171066, + 0.031007079407572746 + ], + "top_frames": [ + 5, + 2, + 1 + ], + "selected_reward": -0.11296141147613525 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small wild mouse with soft brown-gray fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mouse hunched while biting a delicate, slender branch held in its pink paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the mouse's sharp white incisors visible carving into the bark of the branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera perfectly still with a very shallow depth of field creating a soft, painterly blur in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffuse natural light highlighting the mouse's fur and eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009779401123523712 + ], + "opposite_logprob_tokens": [ + -4.634779453277588 + ], + "logprob_reward": -0.009779401123523712, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009779401123523712, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1596011519432068, + 0.08258900791406631, + 0.2549739480018616, + 0.04775158315896988, + 0.07993285357952118, + 0.09975539892911911, + 0.03910281881690025, + 0.030254177749156952, + 0.10398275405168533, + 0.10205626487731934 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.009779401123523712 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_5/index_tensor([3344, 3344])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_5/index_tensor([3344, 3344])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..88909529598bedfad76e28f976b603a7caa7da45 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_5/index_tensor([3344, 3344])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "striking close-up shot, captured almost parallel to the water's surface, shows a plump, bright red apple immersed in perfectly transparent, crystal-clear water, seething violently. Countless bubbles of varying sizes surge violently upward from the bottom, causing the apple to gently swirl and bob up and down within the scalding current. Illuminated by bright, focused overhead light, the apple's smooth skin is coated in countless fine, crystalline bubbles, which continuously form and rapidly rise, seemingly coating it in a dynamic, shimmering layer. Thick, scalding white steam curls up from the turbulent surface, creating a hazy, dynamic area in front of the camera and blurring the edges of the background. The light penetrating the water not only saturates the apple's red color but also reflects a brilliant light from each tumbling bubble. The entire scene, shrouded in pure and intense visual contrast, creates an atmosphere of concentration that is both primal and imbued with scientific beauty.", + "seed": 11180, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_5/index_3344_seed_11180_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.08867353806272149, + "vlm_logprob": -0.08867353806272149, + "vlm_yes_no_margin": 3.15, + "vlm_token_credit": -0.08867353806272149, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up captured almost parallel to the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a plump, bright red apple visible immersed in perfectly transparent, crystal-clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless bubbles of varying sizes surging violently upward from the bottom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the apple gently swirling and bobbing up and down within the turbulent current?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is thick, scalding white steam curling up from the surface and blurring the background edges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04213453456759453 + ], + "opposite_logprob_tokens": [ + -3.2921345233917236 + ], + "logprob_reward": -0.04213453456759453, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.04213453456759453, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20956964790821075, + 0.1447417438030243, + 0.0849357545375824, + 0.07808712869882584, + 0.08422769606113434, + 0.08572319895029068, + 0.08712088316679001, + 0.06453987210988998, + 0.09055529534816742, + 0.0704987645149231 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.04213453456759453 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up captured almost parallel to the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a plump, bright red apple visible immersed in perfectly transparent, crystal-clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless bubbles of varying sizes surging violently upward from the bottom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the apple gently swirling and bobbing up and down within the turbulent current?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is thick, scalding white steam curling up from the surface and blurring the background edges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005965168122202158 + ], + "opposite_logprob_tokens": [ + -5.130965232849121 + ], + "logprob_reward": -0.005965168122202158, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005965168122202158, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2290419042110443, + 0.09215311706066132, + 0.08156028389930725, + 0.08507345616817474, + 0.170381560921669, + 0.02983223833143711, + 0.05502353608608246, + 0.06256230920553207, + 0.10530003905296326, + 0.08907157182693481 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.005965168122202158 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up captured almost parallel to the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a plump, bright red apple visible immersed in perfectly transparent, crystal-clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless bubbles of varying sizes surging violently upward from the bottom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the apple gently swirling and bobbing up and down within the turbulent current?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is thick, scalding white steam curling up from the surface and blurring the background edges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12706589698791504 + ], + "opposite_logprob_tokens": [ + -2.127065896987915 + ], + "logprob_reward": -0.12706589698791504, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12706589698791504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25798851251602173, + 0.1842554360628128, + 0.07818126678466797, + 0.06526210904121399, + 0.0724077820777893, + 0.04104175791144371, + 0.05940732732415199, + 0.08784936368465424, + 0.11908762156963348, + 0.03451879695057869 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.12706589698791504 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up captured almost parallel to the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a plump, bright red apple visible immersed in perfectly transparent, crystal-clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless bubbles of varying sizes surging violently upward from the bottom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the apple gently swirling and bobbing up and down within the turbulent current?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is thick, scalding white steam curling up from the surface and blurring the background edges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016075992956757545 + ], + "opposite_logprob_tokens": [ + -4.14107608795166 + ], + "logprob_reward": -0.016075992956757545, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016075992956757545, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18409253656864166, + 0.0842767208814621, + 0.05511324852705002, + 0.040635015815496445, + 0.077736996114254, + 0.04916347190737724, + 0.06787208467721939, + 0.1179695576429367, + 0.27977222204208374, + 0.043368108570575714 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.016075992956757545 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up captured almost parallel to the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a plump, bright red apple visible immersed in perfectly transparent, crystal-clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless bubbles of varying sizes surging violently upward from the bottom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the apple gently swirling and bobbing up and down within the turbulent current?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is thick, scalding white steam curling up from the surface and blurring the background edges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521260976791382 + ], + "opposite_logprob_tokens": [ + -1.5021260976791382 + ], + "logprob_reward": -0.2521260976791382, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521260976791382, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35720962285995483, + 0.07364741712808609, + 0.09667374193668365, + 0.08050770312547684, + 0.10432133823633194, + 0.03057636134326458, + 0.06826399266719818, + 0.09938382357358932, + 0.0460994690656662, + 0.04331652820110321 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.2521260976791382 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "striking close-up shot, captured almost parallel to the water's surface, shows a plump, bright red apple immersed in perfectly transparent, crystal-clear water, seething violently. Countless bubbles of varying sizes surge violently upward from the bottom, causing the apple to gently swirl and bob up and down within the scalding current. Illuminated by bright, focused overhead light, the apple's smooth skin is coated in countless fine, crystalline bubbles, which continuously form and rapidly rise, seemingly coating it in a dynamic, shimmering layer. Thick, scalding white steam curls up from the turbulent surface, creating a hazy, dynamic area in front of the camera and blurring the edges of the background. The light penetrating the water not only saturates the apple's red color but also reflects a brilliant light from each tumbling bubble. The entire scene, shrouded in pure and intense visual contrast, creates an atmosphere of concentration that is both primal and imbued with scientific beauty.", + "seed": 11181, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_5/index_3344_seed_11181_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.010755921807140112, + "vlm_logprob": -0.010755921807140112, + "vlm_yes_no_margin": 4.825, + "vlm_token_credit": -0.010755921807140112, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up captured almost parallel to the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a plump, bright red apple visible immersed in perfectly transparent, crystal-clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless bubbles of varying sizes surging violently upward from the bottom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the apple gently swirling and bobbing up and down within the turbulent current?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is thick, scalding white steam curling up from the surface and blurring the background edges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.025217553600668907 + ], + "opposite_logprob_tokens": [ + -4.275217533111572 + ], + "logprob_reward": -0.025217553600668907, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.025217553600668907, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07865814864635468, + 0.10766918957233429, + 0.021469049155712128, + 0.02762971818447113, + 0.5935943126678467, + 0.029864560812711716, + 0.04615548253059387, + 0.046012185513973236, + 0.033061154186725616, + 0.01588618755340576 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.025217553600668907 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up captured almost parallel to the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a plump, bright red apple visible immersed in perfectly transparent, crystal-clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless bubbles of varying sizes surging violently upward from the bottom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the apple gently swirling and bobbing up and down within the turbulent current?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is thick, scalding white steam curling up from the surface and blurring the background edges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004655593540519476 + ], + "opposite_logprob_tokens": [ + -5.379655361175537 + ], + "logprob_reward": -0.004655593540519476, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004655593540519476, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10511954128742218, + 0.1424565315246582, + 0.045866236090660095, + 0.061653982847929, + 0.3165671229362488, + 0.05666857957839966, + 0.058276064693927765, + 0.07531212270259857, + 0.0980350598692894, + 0.04004475846886635 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.004655593540519476 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up captured almost parallel to the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a plump, bright red apple visible immersed in perfectly transparent, crystal-clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless bubbles of varying sizes surging violently upward from the bottom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the apple gently swirling and bobbing up and down within the turbulent current?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is thick, scalding white steam curling up from the surface and blurring the background edges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007635337766259909 + ], + "opposite_logprob_tokens": [ + -4.882635116577148 + ], + "logprob_reward": -0.007635337766259909, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007635337766259909, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09380211681127548, + 0.3370308578014374, + 0.028670789673924446, + 0.045386821031570435, + 0.024925515055656433, + 0.06367853283882141, + 0.037369001656770706, + 0.03982599452137947, + 0.28472238779067993, + 0.04458794742822647 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.007635337766259909 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up captured almost parallel to the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a plump, bright red apple visible immersed in perfectly transparent, crystal-clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless bubbles of varying sizes surging violently upward from the bottom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the apple gently swirling and bobbing up and down within the turbulent current?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is thick, scalding white steam curling up from the surface and blurring the background edges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008643831126391888 + ], + "opposite_logprob_tokens": [ + -4.758643627166748 + ], + "logprob_reward": -0.008643831126391888, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008643831126391888, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.035692840814590454, + 0.09525492787361145, + 0.055049534887075424, + 0.03400010988116264, + 0.3517054617404938, + 0.09885625541210175, + 0.07637503743171692, + 0.07217822223901749, + 0.05997934192419052, + 0.12090825289487839 + ], + "top_frames": [ + 4, + 9, + 5 + ], + "selected_reward": -0.008643831126391888 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up captured almost parallel to the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a plump, bright red apple visible immersed in perfectly transparent, crystal-clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless bubbles of varying sizes surging violently upward from the bottom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the apple gently swirling and bobbing up and down within the turbulent current?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is thick, scalding white steam curling up from the surface and blurring the background edges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00762729300186038 + ], + "opposite_logprob_tokens": [ + -4.882627487182617 + ], + "logprob_reward": -0.00762729300186038, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00762729300186038, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10607362538576126, + 0.1030186340212822, + 0.16525551676750183, + 0.05498248338699341, + 0.15572020411491394, + 0.1218414381146431, + 0.0414905920624733, + 0.051306020468473434, + 0.12322982400655746, + 0.07708162814378738 + ], + "top_frames": [ + 2, + 4, + 8 + ], + "selected_reward": -0.00762729300186038 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "striking close-up shot, captured almost parallel to the water's surface, shows a plump, bright red apple immersed in perfectly transparent, crystal-clear water, seething violently. Countless bubbles of varying sizes surge violently upward from the bottom, causing the apple to gently swirl and bob up and down within the scalding current. Illuminated by bright, focused overhead light, the apple's smooth skin is coated in countless fine, crystalline bubbles, which continuously form and rapidly rise, seemingly coating it in a dynamic, shimmering layer. Thick, scalding white steam curls up from the turbulent surface, creating a hazy, dynamic area in front of the camera and blurring the edges of the background. The light penetrating the water not only saturates the apple's red color but also reflects a brilliant light from each tumbling bubble. The entire scene, shrouded in pure and intense visual contrast, creates an atmosphere of concentration that is both primal and imbued with scientific beauty.", + "seed": 11182, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_5/index_3344_seed_11182_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.020202373340725898, + "vlm_logprob": -0.020202373340725898, + "vlm_yes_no_margin": 4.125, + "vlm_token_credit": -0.020202373340725898, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up captured almost parallel to the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a plump, bright red apple visible immersed in perfectly transparent, crystal-clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless bubbles of varying sizes surging violently upward from the bottom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the apple gently swirling and bobbing up and down within the turbulent current?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is thick, scalding white steam curling up from the surface and blurring the background edges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.031825002282857895 + ], + "opposite_logprob_tokens": [ + -3.781825065612793 + ], + "logprob_reward": -0.031825002282857895, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.031825002282857895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08215177804231644, + 0.05472472310066223, + 0.020384004339575768, + 0.02757195569574833, + 0.037864696234464645, + 0.04935694858431816, + 0.022032521665096283, + 0.49643710255622864, + 0.1837533563375473, + 0.0257229283452034 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.031825002282857895 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up captured almost parallel to the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a plump, bright red apple visible immersed in perfectly transparent, crystal-clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless bubbles of varying sizes surging violently upward from the bottom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the apple gently swirling and bobbing up and down within the turbulent current?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is thick, scalding white steam curling up from the surface and blurring the background edges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008654704317450523 + ], + "opposite_logprob_tokens": [ + -4.758654594421387 + ], + "logprob_reward": -0.008654704317450523, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008654704317450523, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04631488770246506, + 0.04939369857311249, + 0.024941012263298035, + 0.022840922698378563, + 0.12343665212392807, + 0.0329296737909317, + 0.04097594693303108, + 0.5036882758140564, + 0.10630254447460175, + 0.04917634651064873 + ], + "top_frames": [ + 7, + 4, + 8 + ], + "selected_reward": -0.008654704317450523 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up captured almost parallel to the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a plump, bright red apple visible immersed in perfectly transparent, crystal-clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless bubbles of varying sizes surging violently upward from the bottom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the apple gently swirling and bobbing up and down within the turbulent current?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is thick, scalding white steam curling up from the surface and blurring the background edges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018193624913692474 + ], + "opposite_logprob_tokens": [ + -4.01819372177124 + ], + "logprob_reward": -0.018193624913692474, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018193624913692474, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09919950366020203, + 0.07715732604265213, + 0.05392487347126007, + 0.06112878397107124, + 0.06966964155435562, + 0.2017209827899933, + 0.06517891585826874, + 0.09938941150903702, + 0.12627455592155457, + 0.1463560312986374 + ], + "top_frames": [ + 5, + 9, + 8 + ], + "selected_reward": -0.018193624913692474 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up captured almost parallel to the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a plump, bright red apple visible immersed in perfectly transparent, crystal-clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless bubbles of varying sizes surging violently upward from the bottom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the apple gently swirling and bobbing up and down within the turbulent current?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is thick, scalding white steam curling up from the surface and blurring the background edges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00864158570766449 + ], + "opposite_logprob_tokens": [ + -4.758641719818115 + ], + "logprob_reward": -0.00864158570766449, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00864158570766449, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05845605581998825, + 0.06497029215097427, + 0.060672659426927567, + 0.07482066750526428, + 0.06835025548934937, + 0.0722784548997879, + 0.08885248005390167, + 0.09601517766714096, + 0.29889410734176636, + 0.1166897788643837 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.00864158570766449 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up captured almost parallel to the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a plump, bright red apple visible immersed in perfectly transparent, crystal-clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless bubbles of varying sizes surging violently upward from the bottom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the apple gently swirling and bobbing up and down within the turbulent current?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is thick, scalding white steam curling up from the surface and blurring the background edges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369694948196411 + ], + "opposite_logprob_tokens": [ + -3.4086968898773193 + ], + "logprob_reward": -0.03369694948196411, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369694948196411, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19625964760780334, + 0.09715268760919571, + 0.01878291554749012, + 0.05119548365473747, + 0.06549862772226334, + 0.09856940060853958, + 0.041176456958055496, + 0.15990842878818512, + 0.17331403493881226, + 0.09814228117465973 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.03369694948196411 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "striking close-up shot, captured almost parallel to the water's surface, shows a plump, bright red apple immersed in perfectly transparent, crystal-clear water, seething violently. Countless bubbles of varying sizes surge violently upward from the bottom, causing the apple to gently swirl and bob up and down within the scalding current. Illuminated by bright, focused overhead light, the apple's smooth skin is coated in countless fine, crystalline bubbles, which continuously form and rapidly rise, seemingly coating it in a dynamic, shimmering layer. Thick, scalding white steam curls up from the turbulent surface, creating a hazy, dynamic area in front of the camera and blurring the edges of the background. The light penetrating the water not only saturates the apple's red color but also reflects a brilliant light from each tumbling bubble. The entire scene, shrouded in pure and intense visual contrast, creates an atmosphere of concentration that is both primal and imbued with scientific beauty.", + "seed": 11183, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_5/index_3344_seed_11183_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03924459693953395, + "vlm_logprob": -0.03924459693953395, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.03924459693953395, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up captured almost parallel to the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a plump, bright red apple visible immersed in perfectly transparent, crystal-clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless bubbles of varying sizes surging violently upward from the bottom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the apple gently swirling and bobbing up and down within the turbulent current?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is thick, scalding white steam curling up from the surface and blurring the background edges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.034237366169691086 + ], + "opposite_logprob_tokens": [ + -3.7842373847961426 + ], + "logprob_reward": -0.034237366169691086, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.034237366169691086, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12378617376089096, + 0.053007569164037704, + 0.03742004930973053, + 0.35084736347198486, + 0.038433466106653214, + 0.03676214814186096, + 0.21073123812675476, + 0.03988305479288101, + 0.035104237496852875, + 0.07402478158473969 + ], + "top_frames": [ + 3, + 6, + 0 + ], + "selected_reward": -0.034237366169691086 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up captured almost parallel to the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a plump, bright red apple visible immersed in perfectly transparent, crystal-clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless bubbles of varying sizes surging violently upward from the bottom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the apple gently swirling and bobbing up and down within the turbulent current?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is thick, scalding white steam curling up from the surface and blurring the background edges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004658797290176153 + ], + "opposite_logprob_tokens": [ + -5.3796586990356445 + ], + "logprob_reward": -0.004658797290176153, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004658797290176153, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14030975103378296, + 0.06841262429952621, + 0.05342578887939453, + 0.15499606728553772, + 0.050139255821704865, + 0.05636606737971306, + 0.23930132389068604, + 0.08524030447006226, + 0.034183718264102936, + 0.11762505769729614 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.004658797290176153 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up captured almost parallel to the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a plump, bright red apple visible immersed in perfectly transparent, crystal-clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless bubbles of varying sizes surging violently upward from the bottom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the apple gently swirling and bobbing up and down within the turbulent current?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is thick, scalding white steam curling up from the surface and blurring the background edges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016077283769845963 + ], + "opposite_logprob_tokens": [ + -4.141077518463135 + ], + "logprob_reward": -0.016077283769845963, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016077283769845963, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07858353108167648, + 0.14405329525470734, + 0.04796741157770157, + 0.06579618901014328, + 0.049624379724264145, + 0.04092540591955185, + 0.3993409276008606, + 0.029590828344225883, + 0.0174112468957901, + 0.1267068237066269 + ], + "top_frames": [ + 6, + 1, + 9 + ], + "selected_reward": -0.016077283769845963 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up captured almost parallel to the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a plump, bright red apple visible immersed in perfectly transparent, crystal-clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless bubbles of varying sizes surging violently upward from the bottom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the apple gently swirling and bobbing up and down within the turbulent current?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is thick, scalding white steam curling up from the surface and blurring the background edges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014203056693077087 + ], + "opposite_logprob_tokens": [ + -4.264203071594238 + ], + "logprob_reward": -0.014203056693077087, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014203056693077087, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12772619724273682, + 0.07553026080131531, + 0.10353880375623703, + 0.22605638206005096, + 0.07431115955114365, + 0.07350363582372665, + 0.2029501497745514, + 0.038366444408893585, + 0.01803833618760109, + 0.05997863784432411 + ], + "top_frames": [ + 3, + 6, + 0 + ], + "selected_reward": -0.014203056693077087 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up captured almost parallel to the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a plump, bright red apple visible immersed in perfectly transparent, crystal-clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless bubbles of varying sizes surging violently upward from the bottom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the apple gently swirling and bobbing up and down within the turbulent current?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is thick, scalding white steam curling up from the surface and blurring the background edges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12704648077487946 + ], + "opposite_logprob_tokens": [ + -2.127046585083008 + ], + "logprob_reward": -0.12704648077487946, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12704648077487946, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08843103796243668, + 0.07538691908121109, + 0.05409088730812073, + 0.4403100609779358, + 0.040030498057603836, + 0.05752462521195412, + 0.10190381109714508, + 0.056648388504981995, + 0.02072463184595108, + 0.06494924426078796 + ], + "top_frames": [ + 3, + 6, + 0 + ], + "selected_reward": -0.12704648077487946 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_6/index_tensor([8176, 8176])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_6/index_tensor([8176, 8176])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..5dd8c44a4903f54d3e4c8295bef9b70916ea14f6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_6/index_tensor([8176, 8176])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level medium shot, rendered in a vibrant manga style, captures the climax of an epic mock-battle between two cats. The entire scene is defined by bold, inky black outlines and a highly saturated color palette, emulating classic comic book illustrations. The action unfolds on the highest platform of a towering, multi-story feline fortress constructed from beige carpet and clad in sash rope. On the left, a furry orange tabby is caught mid-air in an acrobatic pounce, its body arched and its front paws playfully extended toward its opponent. To counterattack, a sleek, glossy black cat crouches low on the platform and swiftly strikes upward with one hooded paw. The air between them is filled with dynamic visuals: sharp white action lines trace the trajectories of their pounces and slaps, and where their paws almost connect, small, cartoonish \"poofs\" of fur erupt. Set against a solid, vibrant teal wall, the scene is bathed in bright, high-key lighting that casts very few hard-edged shadows, creating an atmosphere of interesting conflict full of energy and humor.", + "seed": 16084, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_6/index_8176_seed_16084_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05106532303616405, + "vlm_logprob": -0.05106532303616405, + "vlm_yes_no_margin": 4.375, + "vlm_token_credit": -0.05106532303616405, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a vibrant manga style with bold, inky black outlines and a highly saturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two cats visible: a furry orange tabby on the left and a sleek, glossy black cat on the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on the highest platform of a multi-story feline fortress made of beige carpet and clad in sash rope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the orange tabby appear mid-air in an acrobatic pounce with an arched body and extended front paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there sharp white action lines and cartoonish 'poofs' of fur visible between the two cats?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028729853220283985 + ], + "opposite_logprob_tokens": [ + -6.002872943878174 + ], + "logprob_reward": -0.0028729853220283985, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0028729853220283985, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13177265226840973, + 0.053825076669454575, + 0.036332037299871445, + 0.10197431594133377, + 0.04881366342306137, + 0.1092759296298027, + 0.06433463841676712, + 0.03878786414861679, + 0.02382255718111992, + 0.39106133580207825 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.0028729853220283985 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a vibrant manga style with bold, inky black outlines and a highly saturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two cats visible: a furry orange tabby on the left and a sleek, glossy black cat on the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on the highest platform of a multi-story feline fortress made of beige carpet and clad in sash rope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the orange tabby appear mid-air in an acrobatic pounce with an arched body and extended front paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there sharp white action lines and cartoonish 'poofs' of fur visible between the two cats?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004095382057130337 + ], + "opposite_logprob_tokens": [ + -5.504095554351807 + ], + "logprob_reward": -0.004095382057130337, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004095382057130337, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11980952322483063, + 0.06195620819926262, + 0.03627772256731987, + 0.18221256136894226, + 0.1500246673822403, + 0.04441855475306511, + 0.05565248429775238, + 0.08132541179656982, + 0.018049081787467003, + 0.2502737045288086 + ], + "top_frames": [ + 9, + 3, + 4 + ], + "selected_reward": -0.004095382057130337 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a vibrant manga style with bold, inky black outlines and a highly saturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two cats visible: a furry orange tabby on the left and a sleek, glossy black cat on the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on the highest platform of a multi-story feline fortress made of beige carpet and clad in sash rope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the orange tabby appear mid-air in an acrobatic pounce with an arched body and extended front paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there sharp white action lines and cartoonish 'poofs' of fur visible between the two cats?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2255416363477707 + ], + "opposite_logprob_tokens": [ + -1.600541591644287 + ], + "logprob_reward": -0.2255416363477707, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2255416363477707, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21048352122306824, + 0.06723544001579285, + 0.15640966594219208, + 0.10528327524662018, + 0.12445896863937378, + 0.05520433932542801, + 0.02705593965947628, + 0.09580454975366592, + 0.015182789415121078, + 0.14288148283958435 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.2255416363477707 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a vibrant manga style with bold, inky black outlines and a highly saturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two cats visible: a furry orange tabby on the left and a sleek, glossy black cat on the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on the highest platform of a multi-story feline fortress made of beige carpet and clad in sash rope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the orange tabby appear mid-air in an acrobatic pounce with an arched body and extended front paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there sharp white action lines and cartoonish 'poofs' of fur visible between the two cats?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014185662381350994 + ], + "opposite_logprob_tokens": [ + -4.264185428619385 + ], + "logprob_reward": -0.014185662381350994, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014185662381350994, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1772814244031906, + 0.04609574377536774, + 0.04855760559439659, + 0.05260251834988594, + 0.07997673749923706, + 0.06666301935911179, + 0.05106945335865021, + 0.042483240365982056, + 0.048359427601099014, + 0.38691088557243347 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.014185662381350994 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a vibrant manga style with bold, inky black outlines and a highly saturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two cats visible: a furry orange tabby on the left and a sleek, glossy black cat on the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on the highest platform of a multi-story feline fortress made of beige carpet and clad in sash rope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the orange tabby appear mid-air in an acrobatic pounce with an arched body and extended front paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there sharp white action lines and cartoonish 'poofs' of fur visible between the two cats?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008630949072539806 + ], + "opposite_logprob_tokens": [ + -4.758630752563477 + ], + "logprob_reward": -0.008630949072539806, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008630949072539806, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21756456792354584, + 0.04055522382259369, + 0.10733810067176819, + 0.09947945922613144, + 0.08920079469680786, + 0.06862328946590424, + 0.019056150689721107, + 0.04538194462656975, + 0.022943291813135147, + 0.2898571491241455 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.008630949072539806 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot, rendered in a vibrant manga style, captures the climax of an epic mock-battle between two cats. The entire scene is defined by bold, inky black outlines and a highly saturated color palette, emulating classic comic book illustrations. The action unfolds on the highest platform of a towering, multi-story feline fortress constructed from beige carpet and clad in sash rope. On the left, a furry orange tabby is caught mid-air in an acrobatic pounce, its body arched and its front paws playfully extended toward its opponent. To counterattack, a sleek, glossy black cat crouches low on the platform and swiftly strikes upward with one hooded paw. The air between them is filled with dynamic visuals: sharp white action lines trace the trajectories of their pounces and slaps, and where their paws almost connect, small, cartoonish \"poofs\" of fur erupt. Set against a solid, vibrant teal wall, the scene is bathed in bright, high-key lighting that casts very few hard-edged shadows, creating an atmosphere of interesting conflict full of energy and humor.", + "seed": 16085, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_6/index_8176_seed_16085_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08123652758076787, + "vlm_logprob": -0.08123652758076787, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.08123652758076787, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a vibrant manga style with bold, inky black outlines and a highly saturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two cats visible: a furry orange tabby on the left and a sleek, glossy black cat on the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on the highest platform of a multi-story feline fortress made of beige carpet and clad in sash rope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the orange tabby appear mid-air in an acrobatic pounce with an arched body and extended front paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there sharp white action lines and cartoonish 'poofs' of fur visible between the two cats?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005457028280943632 + ], + "opposite_logprob_tokens": [ + -5.255456924438477 + ], + "logprob_reward": -0.005457028280943632, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005457028280943632, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09001603722572327, + 0.10901176929473877, + 0.12662535905838013, + 0.34134641289711, + 0.1132444441318512, + 0.05830509215593338, + 0.03367781639099121, + 0.019160201773047447, + 0.06077846139669418, + 0.04783440753817558 + ], + "top_frames": [ + 3, + 2, + 4 + ], + "selected_reward": -0.005457028280943632 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a vibrant manga style with bold, inky black outlines and a highly saturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two cats visible: a furry orange tabby on the left and a sleek, glossy black cat on the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on the highest platform of a multi-story feline fortress made of beige carpet and clad in sash rope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the orange tabby appear mid-air in an acrobatic pounce with an arched body and extended front paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there sharp white action lines and cartoonish 'poofs' of fur visible between the two cats?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012543711811304092 + ], + "opposite_logprob_tokens": [ + -4.387543678283691 + ], + "logprob_reward": -0.012543711811304092, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012543711811304092, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1051676869392395, + 0.06696945428848267, + 0.21417297422885895, + 0.10632716864347458, + 0.2631341814994812, + 0.030138026922941208, + 0.0494312047958374, + 0.012306519784033298, + 0.11830607056617737, + 0.034046731889247894 + ], + "top_frames": [ + 4, + 2, + 8 + ], + "selected_reward": -0.012543711811304092 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a vibrant manga style with bold, inky black outlines and a highly saturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two cats visible: a furry orange tabby on the left and a sleek, glossy black cat on the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on the highest platform of a multi-story feline fortress made of beige carpet and clad in sash rope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the orange tabby appear mid-air in an acrobatic pounce with an arched body and extended front paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there sharp white action lines and cartoonish 'poofs' of fur visible between the two cats?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486148416996002 + ], + "opposite_logprob_tokens": [ + -1.2236148118972778 + ], + "logprob_reward": -0.3486148416996002, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3486148416996002, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11541783064603806, + 0.15150901675224304, + 0.07247860729694366, + 0.23575301468372345, + 0.16111646592617035, + 0.08720283210277557, + 0.06874587386846542, + 0.027258066460490227, + 0.038744375109672546, + 0.04177383333444595 + ], + "top_frames": [ + 3, + 4, + 1 + ], + "selected_reward": -0.3486148416996002 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a vibrant manga style with bold, inky black outlines and a highly saturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two cats visible: a furry orange tabby on the left and a sleek, glossy black cat on the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on the highest platform of a multi-story feline fortress made of beige carpet and clad in sash rope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the orange tabby appear mid-air in an acrobatic pounce with an arched body and extended front paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there sharp white action lines and cartoonish 'poofs' of fur visible between the two cats?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009778338484466076 + ], + "opposite_logprob_tokens": [ + -4.6347784996032715 + ], + "logprob_reward": -0.009778338484466076, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009778338484466076, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1459718942642212, + 0.1333892047405243, + 0.3337184488773346, + 0.09484235942363739, + 0.037270065397024155, + 0.05706431716680527, + 0.029494386166334152, + 0.011376137845218182, + 0.016925720497965813, + 0.13994745910167694 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.009778338484466076 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a vibrant manga style with bold, inky black outlines and a highly saturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two cats visible: a furry orange tabby on the left and a sleek, glossy black cat on the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on the highest platform of a multi-story feline fortress made of beige carpet and clad in sash rope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the orange tabby appear mid-air in an acrobatic pounce with an arched body and extended front paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there sharp white action lines and cartoonish 'poofs' of fur visible between the two cats?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02978871762752533 + ], + "opposite_logprob_tokens": [ + -3.5297887325286865 + ], + "logprob_reward": -0.02978871762752533, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02978871762752533, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12227875739336014, + 0.2589452266693115, + 0.11531195789575577, + 0.09905165433883667, + 0.0954468622803688, + 0.06847970187664032, + 0.05170833319425583, + 0.026479646563529968, + 0.02797607332468033, + 0.13432182371616364 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.02978871762752533 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot, rendered in a vibrant manga style, captures the climax of an epic mock-battle between two cats. The entire scene is defined by bold, inky black outlines and a highly saturated color palette, emulating classic comic book illustrations. The action unfolds on the highest platform of a towering, multi-story feline fortress constructed from beige carpet and clad in sash rope. On the left, a furry orange tabby is caught mid-air in an acrobatic pounce, its body arched and its front paws playfully extended toward its opponent. To counterattack, a sleek, glossy black cat crouches low on the platform and swiftly strikes upward with one hooded paw. The air between them is filled with dynamic visuals: sharp white action lines trace the trajectories of their pounces and slaps, and where their paws almost connect, small, cartoonish \"poofs\" of fur erupt. Set against a solid, vibrant teal wall, the scene is bathed in bright, high-key lighting that casts very few hard-edged shadows, creating an atmosphere of interesting conflict full of energy and humor.", + "seed": 16086, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_6/index_8176_seed_16086_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03610883841756731, + "vlm_logprob": -0.03610883841756731, + "vlm_yes_no_margin": 4.85, + "vlm_token_credit": -0.03610883841756731, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a vibrant manga style with bold, inky black outlines and a highly saturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two cats visible: a furry orange tabby on the left and a sleek, glossy black cat on the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on the highest platform of a multi-story feline fortress made of beige carpet and clad in sash rope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the orange tabby appear mid-air in an acrobatic pounce with an arched body and extended front paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there sharp white action lines and cartoonish 'poofs' of fur visible between the two cats?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011247029760852456 + ], + "opposite_logprob_tokens": [ + -7.001124858856201 + ], + "logprob_reward": -0.0011247029760852456, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0011247029760852456, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31278473138809204, + 0.17610229551792145, + 0.08007173985242844, + 0.044109247624874115, + 0.06006531044840813, + 0.046035781502723694, + 0.16518056392669678, + 0.042556557804346085, + 0.031340092420578, + 0.04175366833806038 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.0011247029760852456 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a vibrant manga style with bold, inky black outlines and a highly saturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two cats visible: a furry orange tabby on the left and a sleek, glossy black cat on the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on the highest platform of a multi-story feline fortress made of beige carpet and clad in sash rope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the orange tabby appear mid-air in an acrobatic pounce with an arched body and extended front paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there sharp white action lines and cartoonish 'poofs' of fur visible between the two cats?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008637567982077599 + ], + "opposite_logprob_tokens": [ + -4.758637428283691 + ], + "logprob_reward": -0.008637567982077599, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008637567982077599, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.9373465180397034, + 0.00819360464811325, + 0.015470272861421108, + 0.006173652596771717, + 0.004619265906512737, + 0.0020077265799045563, + 0.008585391566157341, + 0.007884628139436245, + 0.007395539432764053, + 0.0023234377149492502 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.008637567982077599 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a vibrant manga style with bold, inky black outlines and a highly saturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two cats visible: a furry orange tabby on the left and a sleek, glossy black cat on the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on the highest platform of a multi-story feline fortress made of beige carpet and clad in sash rope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the orange tabby appear mid-air in an acrobatic pounce with an arched body and extended front paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there sharp white action lines and cartoonish 'poofs' of fur visible between the two cats?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1603461652994156 + ], + "opposite_logprob_tokens": [ + -1.9103461503982544 + ], + "logprob_reward": -0.1603461652994156, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1603461652994156, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6733874678611755, + 0.0713309794664383, + 0.02601759508252144, + 0.007145609240978956, + 0.037059299647808075, + 0.014597460627555847, + 0.1176527738571167, + 0.03930417075753212, + 0.007266864646226168, + 0.006237843073904514 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.1603461652994156 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a vibrant manga style with bold, inky black outlines and a highly saturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two cats visible: a furry orange tabby on the left and a sleek, glossy black cat on the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on the highest platform of a multi-story feline fortress made of beige carpet and clad in sash rope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the orange tabby appear mid-air in an acrobatic pounce with an arched body and extended front paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there sharp white action lines and cartoonish 'poofs' of fur visible between the two cats?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00762220611795783 + ], + "opposite_logprob_tokens": [ + -4.882622241973877 + ], + "logprob_reward": -0.00762220611795783, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00762220611795783, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6534148454666138, + 0.08883358538150787, + 0.028752636164426804, + 0.08286555111408234, + 0.024271519854664803, + 0.018193444237113, + 0.027825618162751198, + 0.04786236211657524, + 0.014933308586478233, + 0.01304714847356081 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.00762220611795783 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a vibrant manga style with bold, inky black outlines and a highly saturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two cats visible: a furry orange tabby on the left and a sleek, glossy black cat on the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on the highest platform of a multi-story feline fortress made of beige carpet and clad in sash rope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the orange tabby appear mid-air in an acrobatic pounce with an arched body and extended front paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there sharp white action lines and cartoonish 'poofs' of fur visible between the two cats?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028135497123003006 + ], + "opposite_logprob_tokens": [ + -5.877813339233398 + ], + "logprob_reward": -0.0028135497123003006, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028135497123003006, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.736183226108551, + 0.045209288597106934, + 0.07169094681739807, + 0.05637694150209427, + 0.021398797631263733, + 0.01116655208170414, + 0.03246448189020157, + 0.012159598059952259, + 0.005812506657093763, + 0.0075377002358436584 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.0028135497123003006 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot, rendered in a vibrant manga style, captures the climax of an epic mock-battle between two cats. The entire scene is defined by bold, inky black outlines and a highly saturated color palette, emulating classic comic book illustrations. The action unfolds on the highest platform of a towering, multi-story feline fortress constructed from beige carpet and clad in sash rope. On the left, a furry orange tabby is caught mid-air in an acrobatic pounce, its body arched and its front paws playfully extended toward its opponent. To counterattack, a sleek, glossy black cat crouches low on the platform and swiftly strikes upward with one hooded paw. The air between them is filled with dynamic visuals: sharp white action lines trace the trajectories of their pounces and slaps, and where their paws almost connect, small, cartoonish \"poofs\" of fur erupt. Set against a solid, vibrant teal wall, the scene is bathed in bright, high-key lighting that casts very few hard-edged shadows, creating an atmosphere of interesting conflict full of energy and humor.", + "seed": 16087, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_6/index_8176_seed_16087_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05876769376918674, + "vlm_logprob": -0.05876769376918674, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.05876769376918674, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a vibrant manga style with bold, inky black outlines and a highly saturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two cats visible: a furry orange tabby on the left and a sleek, glossy black cat on the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on the highest platform of a multi-story feline fortress made of beige carpet and clad in sash rope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the orange tabby appear mid-air in an acrobatic pounce with an arched body and extended front paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there sharp white action lines and cartoonish 'poofs' of fur visible between the two cats?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004982199054211378 + ], + "opposite_logprob_tokens": [ + -5.379981994628906 + ], + "logprob_reward": -0.004982199054211378, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004982199054211378, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17776815593242645, + 0.10827448219060898, + 0.09381744265556335, + 0.10524443536996841, + 0.02978927455842495, + 0.05646998807787895, + 0.040287747979164124, + 0.07814551889896393, + 0.17439159750938416, + 0.13581128418445587 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.004982199054211378 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a vibrant manga style with bold, inky black outlines and a highly saturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two cats visible: a furry orange tabby on the left and a sleek, glossy black cat on the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on the highest platform of a multi-story feline fortress made of beige carpet and clad in sash rope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the orange tabby appear mid-air in an acrobatic pounce with an arched body and extended front paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there sharp white action lines and cartoonish 'poofs' of fur visible between the two cats?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004037499427795 + ], + "opposite_logprob_tokens": [ + -2.695040464401245 + ], + "logprob_reward": -0.07004037499427795, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004037499427795, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1546938121318817, + 0.09331470727920532, + 0.15516208112239838, + 0.04022029787302017, + 0.10119125247001648, + 0.05136751011013985, + 0.19210290908813477, + 0.06448020040988922, + 0.06541608273983002, + 0.08205115795135498 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.07004037499427795 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a vibrant manga style with bold, inky black outlines and a highly saturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two cats visible: a furry orange tabby on the left and a sleek, glossy black cat on the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on the highest platform of a multi-story feline fortress made of beige carpet and clad in sash rope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the orange tabby appear mid-air in an acrobatic pounce with an arched body and extended front paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there sharp white action lines and cartoonish 'poofs' of fur visible between the two cats?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2015448957681656 + ], + "opposite_logprob_tokens": [ + -1.7015448808670044 + ], + "logprob_reward": -0.2015448957681656, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2015448957681656, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17892666161060333, + 0.12135553359985352, + 0.13876283168792725, + 0.06117434799671173, + 0.0378020815551281, + 0.09661516547203064, + 0.037882283329963684, + 0.025936953723430634, + 0.2114945352077484, + 0.0900496318936348 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.2015448957681656 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a vibrant manga style with bold, inky black outlines and a highly saturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two cats visible: a furry orange tabby on the left and a sleek, glossy black cat on the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on the highest platform of a multi-story feline fortress made of beige carpet and clad in sash rope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the orange tabby appear mid-air in an acrobatic pounce with an arched body and extended front paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there sharp white action lines and cartoonish 'poofs' of fur visible between the two cats?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008636386133730412 + ], + "opposite_logprob_tokens": [ + -4.758636474609375 + ], + "logprob_reward": -0.008636386133730412, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008636386133730412, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10888157039880753, + 0.059940215200185776, + 0.09655351936817169, + 0.06845594942569733, + 0.0938245952129364, + 0.26703524589538574, + 0.08457247167825699, + 0.057659149169921875, + 0.09029673784971237, + 0.072780542075634 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.008636386133730412 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a vibrant manga style with bold, inky black outlines and a highly saturated color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two cats visible: a furry orange tabby on the left and a sleek, glossy black cat on the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on the highest platform of a multi-story feline fortress made of beige carpet and clad in sash rope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the orange tabby appear mid-air in an acrobatic pounce with an arched body and extended front paws?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there sharp white action lines and cartoonish 'poofs' of fur visible between the two cats?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008634612895548344 + ], + "opposite_logprob_tokens": [ + -4.758634567260742 + ], + "logprob_reward": -0.008634612895548344, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008634612895548344, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10091063380241394, + 0.04194533824920654, + 0.2753201425075531, + 0.054080136120319366, + 0.0508916974067688, + 0.05463643744587898, + 0.04307706654071808, + 0.05678517371416092, + 0.19603459537029266, + 0.1263187825679779 + ], + "top_frames": [ + 2, + 8, + 9 + ], + "selected_reward": -0.008634612895548344 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_7/index_tensor([3473, 3473])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_7/index_tensor([3473, 3473])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0d288447fdd1d3da6b1c34300ec944a19f13ae4e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_7/index_tensor([3473, 3473])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An epic drone shot, panning slowly to the right, tracks a massive blue dragon as it majestically navigates a rugged mountain range shrouded in a thick sea of cloud. Soft morning sunlight pierces the clouds, creating a magnificent Tyndall-effect beam that illuminates this wonderland. The dragon's body, sinuous like a mountain range, is covered in shimmering, metallic, turquoise scales, each like a finely crafted jade, reflecting an ever-shifting iridescence in the light. It boasts antler-like horns and a long beard, while its golden eyes, gleaming with ancient wisdom, slowly survey its surroundings. Its slender and strong snake-like body gracefully meanders between several sharp, moss-covered rock peaks. Its movements are calm and powerful. Sometimes part of its body dives under the rolling white clouds, leaving only a glittering section of its back exposed, and then quietly emerges beside another mountain peak, perfectly showing the mysterious feeling of \"the dragon can only be seen from the head but not the tail\". The whole picture presents an epic atmosphere that is sacred, tranquil and full of majestic power.", + "seed": 27839, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_7/index_3473_seed_27839_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.013839063607156277, + "vlm_logprob": -0.013839063607156277, + "vlm_yes_no_margin": 4.625, + "vlm_token_credit": -0.013839063607156277, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a drone shot panning slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive blue dragon with turquoise scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragon possess antler-like horns, a long beard, and golden eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a rugged mountain range shrouded in thick clouds with soft morning sunlight creating a Tyndall-effect beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the dragon's movement show parts of its body diving under rolling white clouds while emerging beside mountain peaks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038282036781311035 + ], + "opposite_logprob_tokens": [ + -3.4132819175720215 + ], + "logprob_reward": -0.038282036781311035, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.038282036781311035, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06707227975130081, + 0.06666403263807297, + 0.0336119644343853, + 0.36787182092666626, + 0.23242522776126862, + 0.09383446723222733, + 0.07175371795892715, + 0.028167570009827614, + 0.022028736770153046, + 0.01657024957239628 + ], + "top_frames": [ + 3, + 4, + 5 + ], + "selected_reward": -0.038282036781311035 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a drone shot panning slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive blue dragon with turquoise scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragon possess antler-like horns, a long beard, and golden eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a rugged mountain range shrouded in thick clouds with soft morning sunlight creating a Tyndall-effect beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the dragon's movement show parts of its body diving under rolling white clouds while emerging beside mountain peaks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004106779582798481 + ], + "opposite_logprob_tokens": [ + -5.5041069984436035 + ], + "logprob_reward": -0.004106779582798481, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004106779582798481, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23147976398468018, + 0.1548883616924286, + 0.026111554354429245, + 0.11429480463266373, + 0.0962347611784935, + 0.06613428890705109, + 0.03972123563289642, + 0.05104563385248184, + 0.14284609258174896, + 0.07724353671073914 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.004106779582798481 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a drone shot panning slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive blue dragon with turquoise scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragon possess antler-like horns, a long beard, and golden eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a rugged mountain range shrouded in thick clouds with soft morning sunlight creating a Tyndall-effect beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the dragon's movement show parts of its body diving under rolling white clouds while emerging beside mountain peaks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009791442193090916 + ], + "opposite_logprob_tokens": [ + -4.634791374206543 + ], + "logprob_reward": -0.009791442193090916, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009791442193090916, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17972984910011292, + 0.12113513052463531, + 0.023164397105574608, + 0.4452321231365204, + 0.07542530447244644, + 0.042334578931331635, + 0.024818768724799156, + 0.034034229815006256, + 0.02849985845386982, + 0.025625742971897125 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.009791442193090916 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a drone shot panning slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive blue dragon with turquoise scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragon possess antler-like horns, a long beard, and golden eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a rugged mountain range shrouded in thick clouds with soft morning sunlight creating a Tyndall-effect beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the dragon's movement show parts of its body diving under rolling white clouds while emerging beside mountain peaks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005947155877947807 + ], + "opposite_logprob_tokens": [ + -5.130947113037109 + ], + "logprob_reward": -0.005947155877947807, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005947155877947807, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10361023247241974, + 0.5174604058265686, + 0.08913702517747879, + 0.02497020736336708, + 0.09698297828435898, + 0.020919034257531166, + 0.03576081618666649, + 0.024934258311986923, + 0.042207736521959305, + 0.04401722922921181 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.005947155877947807 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a drone shot panning slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive blue dragon with turquoise scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragon possess antler-like horns, a long beard, and golden eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a rugged mountain range shrouded in thick clouds with soft morning sunlight creating a Tyndall-effect beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the dragon's movement show parts of its body diving under rolling white clouds while emerging beside mountain peaks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011067903600633144 + ], + "opposite_logprob_tokens": [ + -4.511067867279053 + ], + "logprob_reward": -0.011067903600633144, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011067903600633144, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09342401474714279, + 0.07877416163682938, + 0.02876056358218193, + 0.5593605637550354, + 0.030462373048067093, + 0.07708919048309326, + 0.02899629808962345, + 0.04551831632852554, + 0.03199094533920288, + 0.025623662397265434 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.011067903600633144 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An epic drone shot, panning slowly to the right, tracks a massive blue dragon as it majestically navigates a rugged mountain range shrouded in a thick sea of cloud. Soft morning sunlight pierces the clouds, creating a magnificent Tyndall-effect beam that illuminates this wonderland. The dragon's body, sinuous like a mountain range, is covered in shimmering, metallic, turquoise scales, each like a finely crafted jade, reflecting an ever-shifting iridescence in the light. It boasts antler-like horns and a long beard, while its golden eyes, gleaming with ancient wisdom, slowly survey its surroundings. Its slender and strong snake-like body gracefully meanders between several sharp, moss-covered rock peaks. Its movements are calm and powerful. Sometimes part of its body dives under the rolling white clouds, leaving only a glittering section of its back exposed, and then quietly emerges beside another mountain peak, perfectly showing the mysterious feeling of \"the dragon can only be seen from the head but not the tail\". The whole picture presents an epic atmosphere that is sacred, tranquil and full of majestic power.", + "seed": 27840, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_7/index_3473_seed_27840_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.016631499212235213, + "vlm_logprob": -0.016631499212235213, + "vlm_yes_no_margin": 4.5, + "vlm_token_credit": -0.016631499212235213, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a drone shot panning slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive blue dragon with turquoise scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragon possess antler-like horns, a long beard, and golden eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a rugged mountain range shrouded in thick clouds with soft morning sunlight creating a Tyndall-effect beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the dragon's movement show parts of its body diving under rolling white clouds while emerging beside mountain peaks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04707976430654526 + ], + "opposite_logprob_tokens": [ + -3.1720798015594482 + ], + "logprob_reward": -0.04707976430654526, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04707976430654526, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15942057967185974, + 0.09368076175451279, + 0.05449364334344864, + 0.04565112292766571, + 0.0644349530339241, + 0.3291875123977661, + 0.13800787925720215, + 0.03400462493300438, + 0.05097776651382446, + 0.03014116734266281 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.04707976430654526 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a drone shot panning slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive blue dragon with turquoise scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragon possess antler-like horns, a long beard, and golden eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a rugged mountain range shrouded in thick clouds with soft morning sunlight creating a Tyndall-effect beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the dragon's movement show parts of its body diving under rolling white clouds while emerging beside mountain peaks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004100843332707882 + ], + "opposite_logprob_tokens": [ + -5.504100799560547 + ], + "logprob_reward": -0.004100843332707882, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004100843332707882, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14789550006389618, + 0.15000028908252716, + 0.057410623878240585, + 0.04111180081963539, + 0.03594242408871651, + 0.12216193974018097, + 0.05903070792555809, + 0.04997362941503525, + 0.18845440447330475, + 0.14801861345767975 + ], + "top_frames": [ + 8, + 1, + 9 + ], + "selected_reward": -0.004100843332707882 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a drone shot panning slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive blue dragon with turquoise scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragon possess antler-like horns, a long beard, and golden eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a rugged mountain range shrouded in thick clouds with soft morning sunlight creating a Tyndall-effect beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the dragon's movement show parts of its body diving under rolling white clouds while emerging beside mountain peaks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01254300493746996 + ], + "opposite_logprob_tokens": [ + -4.387543201446533 + ], + "logprob_reward": -0.01254300493746996, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01254300493746996, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17311304807662964, + 0.11847247928380966, + 0.04696095362305641, + 0.0849093422293663, + 0.12171134352684021, + 0.09433045238256454, + 0.10236271470785141, + 0.09565716981887817, + 0.07173386961221695, + 0.09074859321117401 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.01254300493746996 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a drone shot panning slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive blue dragon with turquoise scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragon possess antler-like horns, a long beard, and golden eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a rugged mountain range shrouded in thick clouds with soft morning sunlight creating a Tyndall-effect beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the dragon's movement show parts of its body diving under rolling white clouds while emerging beside mountain peaks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005248221103101969 + ], + "opposite_logprob_tokens": [ + -5.255248069763184 + ], + "logprob_reward": -0.005248221103101969, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005248221103101969, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1293121874332428, + 0.06265046447515488, + 0.05372337996959686, + 0.027001308277249336, + 0.167123481631279, + 0.30425456166267395, + 0.038870591670274734, + 0.04284643009305, + 0.12336986511945724, + 0.05084770545363426 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.005248221103101969 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a drone shot panning slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive blue dragon with turquoise scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragon possess antler-like horns, a long beard, and golden eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a rugged mountain range shrouded in thick clouds with soft morning sunlight creating a Tyndall-effect beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the dragon's movement show parts of its body diving under rolling white clouds while emerging beside mountain peaks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014185662381350994 + ], + "opposite_logprob_tokens": [ + -4.264185428619385 + ], + "logprob_reward": -0.014185662381350994, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014185662381350994, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0946204736828804, + 0.12038757652044296, + 0.07788268476724625, + 0.05007145553827286, + 0.11638619750738144, + 0.20552660524845123, + 0.08934813737869263, + 0.05911564826965332, + 0.06738954037427902, + 0.11927162110805511 + ], + "top_frames": [ + 5, + 1, + 9 + ], + "selected_reward": -0.014185662381350994 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An epic drone shot, panning slowly to the right, tracks a massive blue dragon as it majestically navigates a rugged mountain range shrouded in a thick sea of cloud. Soft morning sunlight pierces the clouds, creating a magnificent Tyndall-effect beam that illuminates this wonderland. The dragon's body, sinuous like a mountain range, is covered in shimmering, metallic, turquoise scales, each like a finely crafted jade, reflecting an ever-shifting iridescence in the light. It boasts antler-like horns and a long beard, while its golden eyes, gleaming with ancient wisdom, slowly survey its surroundings. Its slender and strong snake-like body gracefully meanders between several sharp, moss-covered rock peaks. Its movements are calm and powerful. Sometimes part of its body dives under the rolling white clouds, leaving only a glittering section of its back exposed, and then quietly emerges beside another mountain peak, perfectly showing the mysterious feeling of \"the dragon can only be seen from the head but not the tail\". The whole picture presents an epic atmosphere that is sacred, tranquil and full of majestic power.", + "seed": 27841, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_7/index_3473_seed_27841_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.013804963883012533, + "vlm_logprob": -0.013804963883012533, + "vlm_yes_no_margin": 4.825, + "vlm_token_credit": -0.013804963883012533, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a drone shot panning slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive blue dragon with turquoise scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragon possess antler-like horns, a long beard, and golden eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a rugged mountain range shrouded in thick clouds with soft morning sunlight creating a Tyndall-effect beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the dragon's movement show parts of its body diving under rolling white clouds while emerging beside mountain peaks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04226824268698692 + ], + "opposite_logprob_tokens": [ + -3.4172682762145996 + ], + "logprob_reward": -0.04226824268698692, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.04226824268698692, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11872103065252304, + 0.05017480626702309, + 0.10288458317518234, + 0.05593692511320114, + 0.09302980452775955, + 0.17862513661384583, + 0.05761243775486946, + 0.19188612699508667, + 0.09613527357578278, + 0.054993875324726105 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.04226824268698692 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a drone shot panning slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive blue dragon with turquoise scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragon possess antler-like horns, a long beard, and golden eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a rugged mountain range shrouded in thick clouds with soft morning sunlight creating a Tyndall-effect beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the dragon's movement show parts of its body diving under rolling white clouds while emerging beside mountain peaks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002497650682926178 + ], + "opposite_logprob_tokens": [ + -6.002497673034668 + ], + "logprob_reward": -0.002497650682926178, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002497650682926178, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13393673300743103, + 0.1281331479549408, + 0.052607644349336624, + 0.05707450211048126, + 0.04233511537313461, + 0.05433616787195206, + 0.037755560129880905, + 0.07846453040838242, + 0.23710677027702332, + 0.17824983596801758 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.002497650682926178 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a drone shot panning slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive blue dragon with turquoise scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragon possess antler-like horns, a long beard, and golden eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a rugged mountain range shrouded in thick clouds with soft morning sunlight creating a Tyndall-effect beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the dragon's movement show parts of its body diving under rolling white clouds while emerging beside mountain peaks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012543240562081337 + ], + "opposite_logprob_tokens": [ + -4.387543201446533 + ], + "logprob_reward": -0.012543240562081337, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012543240562081337, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1322920024394989, + 0.0791463777422905, + 0.04034138470888138, + 0.06049748882651329, + 0.026526395231485367, + 0.050464872270822525, + 0.028231389820575714, + 0.11567184329032898, + 0.1944892406463623, + 0.27233898639678955 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.012543240562081337 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a drone shot panning slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive blue dragon with turquoise scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragon possess antler-like horns, a long beard, and golden eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a rugged mountain range shrouded in thick clouds with soft morning sunlight creating a Tyndall-effect beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the dragon's movement show parts of its body diving under rolling white clouds while emerging beside mountain peaks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004092533141374588 + ], + "opposite_logprob_tokens": [ + -5.504092693328857 + ], + "logprob_reward": -0.004092533141374588, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004092533141374588, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1844976842403412, + 0.08609043806791306, + 0.06480798870325089, + 0.08910289406776428, + 0.04479112848639488, + 0.13580678403377533, + 0.047933898866176605, + 0.1331140249967575, + 0.1333734095096588, + 0.08048176020383835 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.004092533141374588 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a drone shot panning slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive blue dragon with turquoise scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragon possess antler-like horns, a long beard, and golden eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a rugged mountain range shrouded in thick clouds with soft morning sunlight creating a Tyndall-effect beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the dragon's movement show parts of its body diving under rolling white clouds while emerging beside mountain peaks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00762315234169364 + ], + "opposite_logprob_tokens": [ + -4.882623195648193 + ], + "logprob_reward": -0.00762315234169364, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00762315234169364, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1889701783657074, + 0.11794823408126831, + 0.10534907132387161, + 0.05270341411232948, + 0.08306900411844254, + 0.05940176546573639, + 0.09831532090902328, + 0.05946601182222366, + 0.15813934803009033, + 0.0766376405954361 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.00762315234169364 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An epic drone shot, panning slowly to the right, tracks a massive blue dragon as it majestically navigates a rugged mountain range shrouded in a thick sea of cloud. Soft morning sunlight pierces the clouds, creating a magnificent Tyndall-effect beam that illuminates this wonderland. The dragon's body, sinuous like a mountain range, is covered in shimmering, metallic, turquoise scales, each like a finely crafted jade, reflecting an ever-shifting iridescence in the light. It boasts antler-like horns and a long beard, while its golden eyes, gleaming with ancient wisdom, slowly survey its surroundings. Its slender and strong snake-like body gracefully meanders between several sharp, moss-covered rock peaks. Its movements are calm and powerful. Sometimes part of its body dives under the rolling white clouds, leaving only a glittering section of its back exposed, and then quietly emerges beside another mountain peak, perfectly showing the mysterious feeling of \"the dragon can only be seen from the head but not the tail\". The whole picture presents an epic atmosphere that is sacred, tranquil and full of majestic power.", + "seed": 27842, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_7/index_3473_seed_27842_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.016920589189976454, + "vlm_logprob": -0.016920589189976454, + "vlm_yes_no_margin": 4.425, + "vlm_token_credit": -0.016920589189976454, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a drone shot panning slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive blue dragon with turquoise scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragon possess antler-like horns, a long beard, and golden eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a rugged mountain range shrouded in thick clouds with soft morning sunlight creating a Tyndall-effect beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the dragon's movement show parts of its body diving under rolling white clouds while emerging beside mountain peaks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048277273774147034 + ], + "opposite_logprob_tokens": [ + -3.1732773780822754 + ], + "logprob_reward": -0.048277273774147034, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.048277273774147034, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14872202277183533, + 0.14995461702346802, + 0.10081896930932999, + 0.08649254590272903, + 0.200799360871315, + 0.07957085222005844, + 0.07924151420593262, + 0.040816910564899445, + 0.05674808844923973, + 0.05683508142828941 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.048277273774147034 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a drone shot panning slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive blue dragon with turquoise scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragon possess antler-like horns, a long beard, and golden eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a rugged mountain range shrouded in thick clouds with soft morning sunlight creating a Tyndall-effect beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the dragon's movement show parts of its body diving under rolling white clouds while emerging beside mountain peaks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00675099017098546 + ], + "opposite_logprob_tokens": [ + -5.00675106048584 + ], + "logprob_reward": -0.00675099017098546, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00675099017098546, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14410510659217834, + 0.08439040929079056, + 0.08348526060581207, + 0.20622579753398895, + 0.08394131064414978, + 0.06680025905370712, + 0.12549172341823578, + 0.09243656694889069, + 0.061482176184654236, + 0.051641371101140976 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.00675099017098546 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a drone shot panning slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive blue dragon with turquoise scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragon possess antler-like horns, a long beard, and golden eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a rugged mountain range shrouded in thick clouds with soft morning sunlight creating a Tyndall-effect beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the dragon's movement show parts of its body diving under rolling white clouds while emerging beside mountain peaks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012552659027278423 + ], + "opposite_logprob_tokens": [ + -4.387552738189697 + ], + "logprob_reward": -0.012552659027278423, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012552659027278423, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21404163539409637, + 0.10315699875354767, + 0.11334218829870224, + 0.10483577102422714, + 0.0996289923787117, + 0.07768759876489639, + 0.05923179164528847, + 0.11362604051828384, + 0.07227490097284317, + 0.042174097150564194 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.012552659027278423 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a drone shot panning slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive blue dragon with turquoise scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragon possess antler-like horns, a long beard, and golden eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a rugged mountain range shrouded in thick clouds with soft morning sunlight creating a Tyndall-effect beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the dragon's movement show parts of its body diving under rolling white clouds while emerging beside mountain peaks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005948696285486221 + ], + "opposite_logprob_tokens": [ + -5.130948543548584 + ], + "logprob_reward": -0.005948696285486221, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005948696285486221, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20814599096775055, + 0.2185041308403015, + 0.14254868030548096, + 0.08763047307729721, + 0.05081931874155998, + 0.10386251658201218, + 0.07674578577280045, + 0.05451679229736328, + 0.02289811708033085, + 0.03432819992303848 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.005948696285486221 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a drone shot panning slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive blue dragon with turquoise scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the dragon possess antler-like horns, a long beard, and golden eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a rugged mountain range shrouded in thick clouds with soft morning sunlight creating a Tyndall-effect beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the dragon's movement show parts of its body diving under rolling white clouds while emerging beside mountain peaks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107332669198513 + ], + "opposite_logprob_tokens": [ + -4.511073112487793 + ], + "logprob_reward": -0.01107332669198513, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107332669198513, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20886100828647614, + 0.08879492431879044, + 0.052700504660606384, + 0.08253107219934464, + 0.07044026255607605, + 0.12735861539840698, + 0.08888906985521317, + 0.11712830513715744, + 0.07754237204790115, + 0.08575389534235 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.01107332669198513 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_8/index_tensor([158, 158])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_8/index_tensor([158, 158])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..bf323ca2d96cc46cb0e0f513d9701711be11501d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_8/index_tensor([158, 158])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "stunning high-angle aerial photograph, as if captured from a slowly gliding drone, drifting majestically forward, captures a picturesque coastal town nestled on a sun-drenched rocky peninsula that juts dramatically into the vast ocean. The town is a dense, harmonious cluster of buildings, featuring vibrant white stucco walls and vibrant terracotta tiled roofs, creating a stunning visual contrast under the bright, clear sunlight. Lush, emerald green palm trees dot the town's labyrinthine layout, their fronds swaying gently in the delicate sea breeze, punctuating small courtyards and lining narrow, invisible streets. The peninsula is enveloped by the deep blue of the open ocean, transitioning to a crystal turquoise where the water meets the land. Gentle white waves rhythmically lap against the golden sandy coves and rugged, weathered rock formations of the coastline, while brilliant sunlight makes the water's surface shimmer. Above, a vast, pale blue sky, dotted with a few wispy, slow-moving clouds, adds a sense of scale and whimsy to the serene, postcard-perfect scene, creating an idyllic atmosphere and highlighting the harmonious coexistence of the architecture with the surrounding natural beauty.", + "seed": 19478, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_8/index_158_seed_19478_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.007366090477444231, + "vlm_logprob": -0.007366090477444231, + "vlm_yes_no_margin": 5.3, + "vlm_token_credit": -0.007366090477444231, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high-angle aerial view, as if captured from a gliding drone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a coastal town nestled on a rocky peninsula jutting into the ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the buildings feature vibrant white stucco walls and terracotta tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there lush emerald green palm trees dotting the town and lining the streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ocean transition from deep blue to crystal turquoise near the land with gentle white waves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018860995769500732 + ], + "opposite_logprob_tokens": [ + -4.143860816955566 + ], + "logprob_reward": -0.018860995769500732, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.018860995769500732, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17646107077598572, + 0.1039288341999054, + 0.051955416798591614, + 0.09583011269569397, + 0.3660733699798584, + 0.05344674363732338, + 0.04181628301739693, + 0.0308005940169096, + 0.01875291019678116, + 0.0609346404671669 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.018860995769500732 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high-angle aerial view, as if captured from a gliding drone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a coastal town nestled on a rocky peninsula jutting into the ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the buildings feature vibrant white stucco walls and terracotta tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there lush emerald green palm trees dotting the town and lining the streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ocean transition from deep blue to crystal turquoise near the land with gentle white waves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011816193582490087 + ], + "opposite_logprob_tokens": [ + -6.751181602478027 + ], + "logprob_reward": -0.0011816193582490087, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011816193582490087, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09034717828035355, + 0.050078701227903366, + 0.03674665093421936, + 0.04232833534479141, + 0.1375434845685959, + 0.17015470564365387, + 0.09601473063230515, + 0.16799716651439667, + 0.09889300912618637, + 0.10989605635404587 + ], + "top_frames": [ + 5, + 7, + 4 + ], + "selected_reward": -0.0011816193582490087 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high-angle aerial view, as if captured from a gliding drone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a coastal town nestled on a rocky peninsula jutting into the ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the buildings feature vibrant white stucco walls and terracotta tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there lush emerald green palm trees dotting the town and lining the streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ocean transition from deep blue to crystal turquoise near the land with gentle white waves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067454250529408455 + ], + "opposite_logprob_tokens": [ + -5.006745338439941 + ], + "logprob_reward": -0.0067454250529408455, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067454250529408455, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21378318965435028, + 0.06881025433540344, + 0.05666395649313927, + 0.08972173184156418, + 0.13241825997829437, + 0.19976718723773956, + 0.03850855678319931, + 0.050405606627464294, + 0.043414633721113205, + 0.10650662332773209 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.0067454250529408455 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high-angle aerial view, as if captured from a gliding drone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a coastal town nestled on a rocky peninsula jutting into the ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the buildings feature vibrant white stucco walls and terracotta tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there lush emerald green palm trees dotting the town and lining the streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ocean transition from deep blue to crystal turquoise near the land with gentle white waves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005950947757810354 + ], + "opposite_logprob_tokens": [ + -5.130950927734375 + ], + "logprob_reward": -0.005950947757810354, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005950947757810354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16318240761756897, + 0.11594744026660919, + 0.062303680926561356, + 0.04361385852098465, + 0.10123652219772339, + 0.1385265439748764, + 0.05294986069202423, + 0.05948469415307045, + 0.03264886513352394, + 0.23010607063770294 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.005950947757810354 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high-angle aerial view, as if captured from a gliding drone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a coastal town nestled on a rocky peninsula jutting into the ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the buildings feature vibrant white stucco walls and terracotta tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there lush emerald green palm trees dotting the town and lining the streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ocean transition from deep blue to crystal turquoise near the land with gentle white waves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004091464448720217 + ], + "opposite_logprob_tokens": [ + -5.504091262817383 + ], + "logprob_reward": -0.004091464448720217, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004091464448720217, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14614494144916534, + 0.06174631789326668, + 0.040924422442913055, + 0.02638912759721279, + 0.19805365800857544, + 0.16033971309661865, + 0.06823281198740005, + 0.051324207335710526, + 0.04461453855037689, + 0.20223022997379303 + ], + "top_frames": [ + 9, + 4, + 5 + ], + "selected_reward": -0.004091464448720217 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning high-angle aerial photograph, as if captured from a slowly gliding drone, drifting majestically forward, captures a picturesque coastal town nestled on a sun-drenched rocky peninsula that juts dramatically into the vast ocean. The town is a dense, harmonious cluster of buildings, featuring vibrant white stucco walls and vibrant terracotta tiled roofs, creating a stunning visual contrast under the bright, clear sunlight. Lush, emerald green palm trees dot the town's labyrinthine layout, their fronds swaying gently in the delicate sea breeze, punctuating small courtyards and lining narrow, invisible streets. The peninsula is enveloped by the deep blue of the open ocean, transitioning to a crystal turquoise where the water meets the land. Gentle white waves rhythmically lap against the golden sandy coves and rugged, weathered rock formations of the coastline, while brilliant sunlight makes the water's surface shimmer. Above, a vast, pale blue sky, dotted with a few wispy, slow-moving clouds, adds a sense of scale and whimsy to the serene, postcard-perfect scene, creating an idyllic atmosphere and highlighting the harmonious coexistence of the architecture with the surrounding natural beauty.", + "seed": 19479, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_8/index_158_seed_19479_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.009312272584065796, + "vlm_logprob": -0.009312272584065796, + "vlm_yes_no_margin": 4.95, + "vlm_token_credit": -0.009312272584065796, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high-angle aerial view, as if captured from a gliding drone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a coastal town nestled on a rocky peninsula jutting into the ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the buildings feature vibrant white stucco walls and terracotta tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there lush emerald green palm trees dotting the town and lining the streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ocean transition from deep blue to crystal turquoise near the land with gentle white waves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00806823093444109 + ], + "opposite_logprob_tokens": [ + -5.008068084716797 + ], + "logprob_reward": -0.00806823093444109, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00806823093444109, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24113576114177704, + 0.08061698079109192, + 0.1337410807609558, + 0.07342734932899475, + 0.14389640092849731, + 0.1578337848186493, + 0.05028137192130089, + 0.04281826317310333, + 0.021421093493700027, + 0.05482793226838112 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.00806823093444109 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high-angle aerial view, as if captured from a gliding drone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a coastal town nestled on a rocky peninsula jutting into the ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the buildings feature vibrant white stucco walls and terracotta tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there lush emerald green palm trees dotting the town and lining the streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ocean transition from deep blue to crystal turquoise near the land with gentle white waves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031948259565979242 + ], + "opposite_logprob_tokens": [ + -5.753194808959961 + ], + "logprob_reward": -0.0031948259565979242, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031948259565979242, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13531611859798431, + 0.17695632576942444, + 0.26167237758636475, + 0.13863743841648102, + 0.040688931941986084, + 0.03864921256899834, + 0.05598367005586624, + 0.027370614930987358, + 0.05527589097619057, + 0.06944943964481354 + ], + "top_frames": [ + 2, + 1, + 3 + ], + "selected_reward": -0.0031948259565979242 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high-angle aerial view, as if captured from a gliding drone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a coastal town nestled on a rocky peninsula jutting into the ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the buildings feature vibrant white stucco walls and terracotta tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there lush emerald green palm trees dotting the town and lining the streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ocean transition from deep blue to crystal turquoise near the land with gentle white waves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02060110867023468 + ], + "opposite_logprob_tokens": [ + -3.8956010341644287 + ], + "logprob_reward": -0.02060110867023468, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02060110867023468, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16237163543701172, + 0.13117866218090057, + 0.17635273933410645, + 0.20793360471725464, + 0.06499331444501877, + 0.09972841292619705, + 0.039117585867643356, + 0.01879102922976017, + 0.03067084215581417, + 0.06886214762926102 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.02060110867023468 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high-angle aerial view, as if captured from a gliding drone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a coastal town nestled on a rocky peninsula jutting into the ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the buildings feature vibrant white stucco walls and terracotta tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there lush emerald green palm trees dotting the town and lining the streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ocean transition from deep blue to crystal turquoise near the land with gentle white waves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011083230376243591 + ], + "opposite_logprob_tokens": [ + -4.511083126068115 + ], + "logprob_reward": -0.011083230376243591, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011083230376243591, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2800373136997223, + 0.08899099379777908, + 0.1586294025182724, + 0.09461914747953415, + 0.06730373203754425, + 0.05661000683903694, + 0.052092045545578, + 0.08349275588989258, + 0.04680277034640312, + 0.07142191380262375 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.011083230376243591 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high-angle aerial view, as if captured from a gliding drone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a coastal town nestled on a rocky peninsula jutting into the ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the buildings feature vibrant white stucco walls and terracotta tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there lush emerald green palm trees dotting the town and lining the streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ocean transition from deep blue to crystal turquoise near the land with gentle white waves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036139669828116894 + ], + "opposite_logprob_tokens": [ + -5.6286139488220215 + ], + "logprob_reward": -0.0036139669828116894, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036139669828116894, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12590037286281586, + 0.24267134070396423, + 0.21327824890613556, + 0.10721582174301147, + 0.07832422107458115, + 0.0648256465792656, + 0.040677327662706375, + 0.04285312443971634, + 0.04712042585015297, + 0.037133507430553436 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.0036139669828116894 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning high-angle aerial photograph, as if captured from a slowly gliding drone, drifting majestically forward, captures a picturesque coastal town nestled on a sun-drenched rocky peninsula that juts dramatically into the vast ocean. The town is a dense, harmonious cluster of buildings, featuring vibrant white stucco walls and vibrant terracotta tiled roofs, creating a stunning visual contrast under the bright, clear sunlight. Lush, emerald green palm trees dot the town's labyrinthine layout, their fronds swaying gently in the delicate sea breeze, punctuating small courtyards and lining narrow, invisible streets. The peninsula is enveloped by the deep blue of the open ocean, transitioning to a crystal turquoise where the water meets the land. Gentle white waves rhythmically lap against the golden sandy coves and rugged, weathered rock formations of the coastline, while brilliant sunlight makes the water's surface shimmer. Above, a vast, pale blue sky, dotted with a few wispy, slow-moving clouds, adds a sense of scale and whimsy to the serene, postcard-perfect scene, creating an idyllic atmosphere and highlighting the harmonious coexistence of the architecture with the surrounding natural beauty.", + "seed": 19480, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_8/index_158_seed_19480_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.008213445730507373, + "vlm_logprob": -0.008213445730507373, + "vlm_yes_no_margin": 5.125, + "vlm_token_credit": -0.008213445730507373, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high-angle aerial view, as if captured from a gliding drone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a coastal town nestled on a rocky peninsula jutting into the ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the buildings feature vibrant white stucco walls and terracotta tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there lush emerald green palm trees dotting the town and lining the streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ocean transition from deep blue to crystal turquoise near the land with gentle white waves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020652607083320618 + ], + "opposite_logprob_tokens": [ + -4.020652770996094 + ], + "logprob_reward": -0.020652607083320618, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.020652607083320618, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16121827065944672, + 0.023471837863326073, + 0.03338542953133583, + 0.02084324322640896, + 0.5090076327323914, + 0.17686596512794495, + 0.018393494188785553, + 0.012955947779119015, + 0.01123819500207901, + 0.0326199010014534 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.020652607083320618 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high-angle aerial view, as if captured from a gliding drone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a coastal town nestled on a rocky peninsula jutting into the ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the buildings feature vibrant white stucco walls and terracotta tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there lush emerald green palm trees dotting the town and lining the streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ocean transition from deep blue to crystal turquoise near the land with gentle white waves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022004456259310246 + ], + "opposite_logprob_tokens": [ + -6.127200603485107 + ], + "logprob_reward": -0.0022004456259310246, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022004456259310246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05388239398598671, + 0.05565918609499931, + 0.031615324318408966, + 0.03069690242409706, + 0.7300959825515747, + 0.0522819384932518, + 0.008434216491878033, + 0.005818024277687073, + 0.008038708940148354, + 0.023477260023355484 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.0022004456259310246 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high-angle aerial view, as if captured from a gliding drone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a coastal town nestled on a rocky peninsula jutting into the ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the buildings feature vibrant white stucco walls and terracotta tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there lush emerald green palm trees dotting the town and lining the streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ocean transition from deep blue to crystal turquoise near the land with gentle white waves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00865045003592968 + ], + "opposite_logprob_tokens": [ + -4.758650302886963 + ], + "logprob_reward": -0.00865045003592968, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00865045003592968, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11780863255262375, + 0.05590781196951866, + 0.05696581304073334, + 0.011158815585076809, + 0.6430728435516357, + 0.056283727288246155, + 0.016796104609966278, + 0.011646450497210026, + 0.013569343835115433, + 0.016790542751550674 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.00865045003592968 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high-angle aerial view, as if captured from a gliding drone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a coastal town nestled on a rocky peninsula jutting into the ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the buildings feature vibrant white stucco walls and terracotta tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there lush emerald green palm trees dotting the town and lining the streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ocean transition from deep blue to crystal turquoise near the land with gentle white waves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059514218010008335 + ], + "opposite_logprob_tokens": [ + -5.130951404571533 + ], + "logprob_reward": -0.0059514218010008335, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059514218010008335, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.026182526722550392, + 0.018790632486343384, + 0.008309761062264442, + 0.00715063139796257, + 0.892421305179596, + 0.019668875262141228, + 0.007056332193315029, + 0.010848300531506538, + 0.004896034952253103, + 0.00467562535777688 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.0059514218010008335 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high-angle aerial view, as if captured from a gliding drone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a coastal town nestled on a rocky peninsula jutting into the ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the buildings feature vibrant white stucco walls and terracotta tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there lush emerald green palm trees dotting the town and lining the streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ocean transition from deep blue to crystal turquoise near the land with gentle white waves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036123041063547134 + ], + "opposite_logprob_tokens": [ + -5.628612518310547 + ], + "logprob_reward": -0.0036123041063547134, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036123041063547134, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03812001645565033, + 0.014391141943633556, + 0.011662528850138187, + 0.007497090380638838, + 0.8250474333763123, + 0.03596736490726471, + 0.026710180565714836, + 0.01640843041241169, + 0.005521728657186031, + 0.01867411844432354 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.0036123041063547134 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning high-angle aerial photograph, as if captured from a slowly gliding drone, drifting majestically forward, captures a picturesque coastal town nestled on a sun-drenched rocky peninsula that juts dramatically into the vast ocean. The town is a dense, harmonious cluster of buildings, featuring vibrant white stucco walls and vibrant terracotta tiled roofs, creating a stunning visual contrast under the bright, clear sunlight. Lush, emerald green palm trees dot the town's labyrinthine layout, their fronds swaying gently in the delicate sea breeze, punctuating small courtyards and lining narrow, invisible streets. The peninsula is enveloped by the deep blue of the open ocean, transitioning to a crystal turquoise where the water meets the land. Gentle white waves rhythmically lap against the golden sandy coves and rugged, weathered rock formations of the coastline, while brilliant sunlight makes the water's surface shimmer. Above, a vast, pale blue sky, dotted with a few wispy, slow-moving clouds, adds a sense of scale and whimsy to the serene, postcard-perfect scene, creating an idyllic atmosphere and highlighting the harmonious coexistence of the architecture with the surrounding natural beauty.", + "seed": 19481, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_8/index_158_seed_19481_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.006992407981306315, + "vlm_logprob": -0.006992407981306315, + "vlm_yes_no_margin": 5.3, + "vlm_token_credit": -0.006992407981306315, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high-angle aerial view, as if captured from a gliding drone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a coastal town nestled on a rocky peninsula jutting into the ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the buildings feature vibrant white stucco walls and terracotta tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there lush emerald green palm trees dotting the town and lining the streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ocean transition from deep blue to crystal turquoise near the land with gentle white waves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.017095936462283134 + ], + "opposite_logprob_tokens": [ + -4.142096042633057 + ], + "logprob_reward": -0.017095936462283134, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.017095936462283134, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08202669024467468, + 0.5768675804138184, + 0.04124664142727852, + 0.020726289600133896, + 0.030686331912875175, + 0.030518801882863045, + 0.02727505750954151, + 0.06865336000919342, + 0.09157209098339081, + 0.03042721562087536 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.017095936462283134 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high-angle aerial view, as if captured from a gliding drone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a coastal town nestled on a rocky peninsula jutting into the ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the buildings feature vibrant white stucco walls and terracotta tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there lush emerald green palm trees dotting the town and lining the streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ocean transition from deep blue to crystal turquoise near the land with gentle white waves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036159863229840994 + ], + "opposite_logprob_tokens": [ + -5.628615856170654 + ], + "logprob_reward": -0.0036159863229840994, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036159863229840994, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16572219133377075, + 0.46614664793014526, + 0.02620675042271614, + 0.023462509736418724, + 0.023980610072612762, + 0.020374173298478127, + 0.026354078203439713, + 0.057694170624017715, + 0.10281356424093246, + 0.08724534511566162 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.0036159863229840994 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high-angle aerial view, as if captured from a gliding drone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a coastal town nestled on a rocky peninsula jutting into the ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the buildings feature vibrant white stucco walls and terracotta tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there lush emerald green palm trees dotting the town and lining the streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ocean transition from deep blue to crystal turquoise near the land with gentle white waves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008644777350127697 + ], + "opposite_logprob_tokens": [ + -4.7586445808410645 + ], + "logprob_reward": -0.008644777350127697, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008644777350127697, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08424542099237442, + 0.7390701770782471, + 0.01811525598168373, + 0.00836014375090599, + 0.06284239143133163, + 0.02497970499098301, + 0.006380825769156218, + 0.018800528720021248, + 0.02360828034579754, + 0.013597290962934494 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.008644777350127697 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high-angle aerial view, as if captured from a gliding drone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a coastal town nestled on a rocky peninsula jutting into the ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the buildings feature vibrant white stucco walls and terracotta tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there lush emerald green palm trees dotting the town and lining the streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ocean transition from deep blue to crystal turquoise near the land with gentle white waves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004095026291906834 + ], + "opposite_logprob_tokens": [ + -5.504095077514648 + ], + "logprob_reward": -0.004095026291906834, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004095026291906834, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21077771484851837, + 0.3661946952342987, + 0.03547070547938347, + 0.03567831963300705, + 0.053733550012111664, + 0.047678276896476746, + 0.02751033566892147, + 0.03595039248466492, + 0.1125522330403328, + 0.07445374131202698 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.004095026291906834 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high-angle aerial view, as if captured from a gliding drone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a coastal town nestled on a rocky peninsula jutting into the ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the buildings feature vibrant white stucco walls and terracotta tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there lush emerald green palm trees dotting the town and lining the streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ocean transition from deep blue to crystal turquoise near the land with gentle white waves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015103134792298079 + ], + "opposite_logprob_tokens": [ + -6.501510143280029 + ], + "logprob_reward": -0.0015103134792298079, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015103134792298079, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0675414502620697, + 0.5575596690177917, + 0.02441217564046383, + 0.011060147546231747, + 0.11842195689678192, + 0.06430114805698395, + 0.01060157734900713, + 0.026580100879073143, + 0.07104384154081345, + 0.048477936536073685 + ], + "top_frames": [ + 1, + 4, + 8 + ], + "selected_reward": -0.0015103134792298079 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_9/index_tensor([9436, 9436])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_9/index_tensor([9436, 9436])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..11bf495198a5f1c2737625a22830eea7899e4a27 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_9/index_tensor([9436, 9436])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium shot, shot slightly from above, captured in a vibrant, dynamic, and exaggerated 2D animation style, focuses on a street performer. He has a mop of flaming orange curls, a confident, playful smile, and a bright yellow star painted on his cheek. He wears a tight-fitting vest made of vibrant purple and green fabric, layered over a white shirt with loose sleeves. Against a deep blue dusk sky, he juggles three burning torches in complex arcs and crisscrossing patterns through the air with astonishing speed and fluidity. The flames at the tips of the torches are depicted as bright, sharply defined cartoon shapes in orange, and each toss and catch is accompanied by a sharp, energetic motion blur. His body twists and turns dramatically in time with the rhythm. The flames are the primary light source in the scene, casting warm, flickering, and dynamic shadows on the performer and the ancient cobblestones beneath his feet. In the background, a group of stylized spectators, silhouetted, excitedly raise their arms and cheer, their simple facial features etched with awe and joy. The entire picture is full of fast movements and bright color contrasts, creating an exciting atmosphere that is dizzying and full of festive carnival energy.", + "seed": 20352, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_9/index_9436_seed_20352_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.013296922657173128, + "vlm_logprob": -0.013296922657173128, + "vlm_yes_no_margin": 4.825, + "vlm_token_credit": -0.013296922657173128, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a street performer with flaming orange curls and a yellow star painted on his cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the performer wearing a tight-fitting vest made of vibrant purple and green fabric over a white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the performer juggling three burning torches in complex arcs and crisscrossing patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep blue dusk sky with silhouetted spectators raising their arms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a vibrant, dynamic, and exaggerated 2D animation style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014355949126183987 + ], + "opposite_logprob_tokens": [ + -4.2643561363220215 + ], + "logprob_reward": -0.014355949126183987, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014355949126183987, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15739792585372925, + 0.11407523602247238, + 0.09773338586091995, + 0.06950721889734268, + 0.1055414080619812, + 0.10070130228996277, + 0.07328794151544571, + 0.08978815376758575, + 0.163779154419899, + 0.02818828448653221 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.014355949126183987 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a street performer with flaming orange curls and a yellow star painted on his cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the performer wearing a tight-fitting vest made of vibrant purple and green fabric over a white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the performer juggling three burning torches in complex arcs and crisscrossing patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep blue dusk sky with silhouetted spectators raising their arms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a vibrant, dynamic, and exaggerated 2D animation style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023287607356905937 + ], + "opposite_logprob_tokens": [ + -3.773287534713745 + ], + "logprob_reward": -0.023287607356905937, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023287607356905937, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21884100139141083, + 0.1721828430891037, + 0.08510055392980576, + 0.09659815579652786, + 0.05979379266500473, + 0.14768311381340027, + 0.05695578455924988, + 0.04102333262562752, + 0.07702874392271042, + 0.04479265958070755 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.023287607356905937 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a street performer with flaming orange curls and a yellow star painted on his cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the performer wearing a tight-fitting vest made of vibrant purple and green fabric over a white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the performer juggling three burning torches in complex arcs and crisscrossing patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep blue dusk sky with silhouetted spectators raising their arms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a vibrant, dynamic, and exaggerated 2D animation style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023290636017918587 + ], + "opposite_logprob_tokens": [ + -3.7732906341552734 + ], + "logprob_reward": -0.023290636017918587, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023290636017918587, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07622680068016052, + 0.1577676385641098, + 0.060008034110069275, + 0.24773813784122467, + 0.07055235654115677, + 0.06476111710071564, + 0.12352760136127472, + 0.10049937665462494, + 0.060958221554756165, + 0.037960756570100784 + ], + "top_frames": [ + 3, + 1, + 6 + ], + "selected_reward": -0.023290636017918587 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a street performer with flaming orange curls and a yellow star painted on his cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the performer wearing a tight-fitting vest made of vibrant purple and green fabric over a white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the performer juggling three burning torches in complex arcs and crisscrossing patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep blue dusk sky with silhouetted spectators raising their arms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a vibrant, dynamic, and exaggerated 2D animation style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004632930271327496 + ], + "opposite_logprob_tokens": [ + -5.379632949829102 + ], + "logprob_reward": -0.004632930271327496, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004632930271327496, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0538165457546711, + 0.15454933047294617, + 0.08023441582918167, + 0.13184508681297302, + 0.1614704579114914, + 0.17000919580459595, + 0.07064786553382874, + 0.02989646978676319, + 0.12287649512290955, + 0.024654073640704155 + ], + "top_frames": [ + 5, + 4, + 1 + ], + "selected_reward": -0.004632930271327496 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a street performer with flaming orange curls and a yellow star painted on his cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the performer wearing a tight-fitting vest made of vibrant purple and green fabric over a white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the performer juggling three burning torches in complex arcs and crisscrossing patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep blue dusk sky with silhouetted spectators raising their arms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a vibrant, dynamic, and exaggerated 2D animation style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009174905135296285 + ], + "opposite_logprob_tokens": [ + -7.000917434692383 + ], + "logprob_reward": -0.0009174905135296285, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009174905135296285, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17166763544082642, + 0.06224104017019272, + 0.09402671456336975, + 0.09670975804328918, + 0.08311155438423157, + 0.07327770441770554, + 0.06149628385901451, + 0.17126573622226715, + 0.13415807485580444, + 0.052045516669750214 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.0009174905135296285 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot slightly from above, captured in a vibrant, dynamic, and exaggerated 2D animation style, focuses on a street performer. He has a mop of flaming orange curls, a confident, playful smile, and a bright yellow star painted on his cheek. He wears a tight-fitting vest made of vibrant purple and green fabric, layered over a white shirt with loose sleeves. Against a deep blue dusk sky, he juggles three burning torches in complex arcs and crisscrossing patterns through the air with astonishing speed and fluidity. The flames at the tips of the torches are depicted as bright, sharply defined cartoon shapes in orange, and each toss and catch is accompanied by a sharp, energetic motion blur. His body twists and turns dramatically in time with the rhythm. The flames are the primary light source in the scene, casting warm, flickering, and dynamic shadows on the performer and the ancient cobblestones beneath his feet. In the background, a group of stylized spectators, silhouetted, excitedly raise their arms and cheer, their simple facial features etched with awe and joy. The entire picture is full of fast movements and bright color contrasts, creating an exciting atmosphere that is dizzying and full of festive carnival energy.", + "seed": 20353, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_9/index_9436_seed_20353_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.012911094399169088, + "vlm_logprob": -0.012911094399169088, + "vlm_yes_no_margin": 4.725, + "vlm_token_credit": -0.012911094399169088, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a street performer with flaming orange curls and a yellow star painted on his cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the performer wearing a tight-fitting vest made of vibrant purple and green fabric over a white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the performer juggling three burning torches in complex arcs and crisscrossing patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep blue dusk sky with silhouetted spectators raising their arms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a vibrant, dynamic, and exaggerated 2D animation style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01128622516989708 + ], + "opposite_logprob_tokens": [ + -4.51128625869751 + ], + "logprob_reward": -0.01128622516989708, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01128622516989708, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4006939232349396, + 0.061325497925281525, + 0.10440048575401306, + 0.08692148327827454, + 0.08457769453525543, + 0.04674782603979111, + 0.04720431938767433, + 0.03130962699651718, + 0.060834646224975586, + 0.07598450034856796 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.01128622516989708 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a street performer with flaming orange curls and a yellow star painted on his cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the performer wearing a tight-fitting vest made of vibrant purple and green fabric over a white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the performer juggling three burning torches in complex arcs and crisscrossing patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep blue dusk sky with silhouetted spectators raising their arms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a vibrant, dynamic, and exaggerated 2D animation style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057822048664093 + ], + "opposite_logprob_tokens": [ + -3.895578145980835 + ], + "logprob_reward": -0.02057822048664093, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057822048664093, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23095698654651642, + 0.11365317553281784, + 0.08187563717365265, + 0.06819936633110046, + 0.05093001201748848, + 0.0723658874630928, + 0.0294966958463192, + 0.04449111595749855, + 0.24564674496650696, + 0.062384363263845444 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.02057822048664093 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a street performer with flaming orange curls and a yellow star painted on his cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the performer wearing a tight-fitting vest made of vibrant purple and green fabric over a white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the performer juggling three burning torches in complex arcs and crisscrossing patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep blue dusk sky with silhouetted spectators raising their arms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a vibrant, dynamic, and exaggerated 2D animation style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107639167457819 + ], + "opposite_logprob_tokens": [ + -4.5110764503479 + ], + "logprob_reward": -0.01107639167457819, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107639167457819, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23500637710094452, + 0.11046946048736572, + 0.047068558633327484, + 0.058514177799224854, + 0.1947106420993805, + 0.03177567571401596, + 0.05310807749629021, + 0.05431322380900383, + 0.13452816009521484, + 0.08050566166639328 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.01107639167457819 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a street performer with flaming orange curls and a yellow star painted on his cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the performer wearing a tight-fitting vest made of vibrant purple and green fabric over a white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the performer juggling three burning torches in complex arcs and crisscrossing patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep blue dusk sky with silhouetted spectators raising their arms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a vibrant, dynamic, and exaggerated 2D animation style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020574716851115227 + ], + "opposite_logprob_tokens": [ + -3.8955748081207275 + ], + "logprob_reward": -0.020574716851115227, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020574716851115227, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1875096708536148, + 0.13080687820911407, + 0.03929447755217552, + 0.033923592418432236, + 0.12375260889530182, + 0.04664275795221329, + 0.05437348783016205, + 0.2289900779724121, + 0.06560086458921432, + 0.08910566568374634 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.020574716851115227 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a street performer with flaming orange curls and a yellow star painted on his cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the performer wearing a tight-fitting vest made of vibrant purple and green fabric over a white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the performer juggling three burning torches in complex arcs and crisscrossing patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep blue dusk sky with silhouetted spectators raising their arms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a vibrant, dynamic, and exaggerated 2D animation style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010399178136140108 + ], + "opposite_logprob_tokens": [ + -6.876039981842041 + ], + "logprob_reward": -0.0010399178136140108, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010399178136140108, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25680094957351685, + 0.08637112379074097, + 0.06218167766928673, + 0.03523958474397659, + 0.1747138351202011, + 0.028726384043693542, + 0.07056952267885208, + 0.04461543634533882, + 0.17434705793857574, + 0.06643437594175339 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.0010399178136140108 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot slightly from above, captured in a vibrant, dynamic, and exaggerated 2D animation style, focuses on a street performer. He has a mop of flaming orange curls, a confident, playful smile, and a bright yellow star painted on his cheek. He wears a tight-fitting vest made of vibrant purple and green fabric, layered over a white shirt with loose sleeves. Against a deep blue dusk sky, he juggles three burning torches in complex arcs and crisscrossing patterns through the air with astonishing speed and fluidity. The flames at the tips of the torches are depicted as bright, sharply defined cartoon shapes in orange, and each toss and catch is accompanied by a sharp, energetic motion blur. His body twists and turns dramatically in time with the rhythm. The flames are the primary light source in the scene, casting warm, flickering, and dynamic shadows on the performer and the ancient cobblestones beneath his feet. In the background, a group of stylized spectators, silhouetted, excitedly raise their arms and cheer, their simple facial features etched with awe and joy. The entire picture is full of fast movements and bright color contrasts, creating an exciting atmosphere that is dizzying and full of festive carnival energy.", + "seed": 20354, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_9/index_9436_seed_20354_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.01150403544306755, + "vlm_logprob": -0.01150403544306755, + "vlm_yes_no_margin": 5.0, + "vlm_token_credit": -0.01150403544306755, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a street performer with flaming orange curls and a yellow star painted on his cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the performer wearing a tight-fitting vest made of vibrant purple and green fabric over a white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the performer juggling three burning torches in complex arcs and crisscrossing patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep blue dusk sky with silhouetted spectators raising their arms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a vibrant, dynamic, and exaggerated 2D animation style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016246192157268524 + ], + "opposite_logprob_tokens": [ + -4.141246318817139 + ], + "logprob_reward": -0.016246192157268524, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016246192157268524, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14902189373970032, + 0.2012103796005249, + 0.05749300867319107, + 0.19169913232326508, + 0.06494944542646408, + 0.0704355537891388, + 0.03230364993214607, + 0.1229022964835167, + 0.04916701465845108, + 0.06081761419773102 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.016246192157268524 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a street performer with flaming orange curls and a yellow star painted on his cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the performer wearing a tight-fitting vest made of vibrant purple and green fabric over a white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the performer juggling three burning torches in complex arcs and crisscrossing patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep blue dusk sky with silhouetted spectators raising their arms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a vibrant, dynamic, and exaggerated 2D animation style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026342712342739105 + ], + "opposite_logprob_tokens": [ + -3.6513426303863525 + ], + "logprob_reward": -0.026342712342739105, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026342712342739105, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32920950651168823, + 0.3803507685661316, + 0.03422961011528969, + 0.052574705332517624, + 0.04637559875845909, + 0.046607762575149536, + 0.01722092740237713, + 0.03342574089765549, + 0.01730634830892086, + 0.042698998004198074 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.026342712342739105 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a street performer with flaming orange curls and a yellow star painted on his cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the performer wearing a tight-fitting vest made of vibrant purple and green fabric over a white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the performer juggling three burning torches in complex arcs and crisscrossing patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep blue dusk sky with silhouetted spectators raising their arms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a vibrant, dynamic, and exaggerated 2D animation style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107780635356903 + ], + "opposite_logprob_tokens": [ + -4.511077880859375 + ], + "logprob_reward": -0.01107780635356903, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107780635356903, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13921727240085602, + 0.3126317262649536, + 0.03508938103914261, + 0.09128627181053162, + 0.06958647072315216, + 0.056820016354322433, + 0.05334757640957832, + 0.09453058987855911, + 0.03244835510849953, + 0.11504234373569489 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.01107780635356903 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a street performer with flaming orange curls and a yellow star painted on his cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the performer wearing a tight-fitting vest made of vibrant purple and green fabric over a white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the performer juggling three burning torches in complex arcs and crisscrossing patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep blue dusk sky with silhouetted spectators raising their arms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a vibrant, dynamic, and exaggerated 2D animation style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002814263105392456 + ], + "opposite_logprob_tokens": [ + -5.877814292907715 + ], + "logprob_reward": -0.002814263105392456, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002814263105392456, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10305467993021011, + 0.16391396522521973, + 0.044420383870601654, + 0.12149237096309662, + 0.11283691227436066, + 0.1797344982624054, + 0.02444312535226345, + 0.20518411695957184, + 0.0165555477142334, + 0.028364477679133415 + ], + "top_frames": [ + 7, + 5, + 1 + ], + "selected_reward": -0.002814263105392456 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a street performer with flaming orange curls and a yellow star painted on his cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the performer wearing a tight-fitting vest made of vibrant purple and green fabric over a white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the performer juggling three burning torches in complex arcs and crisscrossing patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep blue dusk sky with silhouetted spectators raising their arms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a vibrant, dynamic, and exaggerated 2D animation style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001039203256368637 + ], + "opposite_logprob_tokens": [ + -6.876039028167725 + ], + "logprob_reward": -0.001039203256368637, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.001039203256368637, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12127093970775604, + 0.12507039308547974, + 0.0559685043990612, + 0.12801235914230347, + 0.19019365310668945, + 0.06324704736471176, + 0.05617518350481987, + 0.11605888605117798, + 0.03614594787359238, + 0.1078571230173111 + ], + "top_frames": [ + 4, + 3, + 1 + ], + "selected_reward": -0.001039203256368637 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot slightly from above, captured in a vibrant, dynamic, and exaggerated 2D animation style, focuses on a street performer. He has a mop of flaming orange curls, a confident, playful smile, and a bright yellow star painted on his cheek. He wears a tight-fitting vest made of vibrant purple and green fabric, layered over a white shirt with loose sleeves. Against a deep blue dusk sky, he juggles three burning torches in complex arcs and crisscrossing patterns through the air with astonishing speed and fluidity. The flames at the tips of the torches are depicted as bright, sharply defined cartoon shapes in orange, and each toss and catch is accompanied by a sharp, energetic motion blur. His body twists and turns dramatically in time with the rhythm. The flames are the primary light source in the scene, casting warm, flickering, and dynamic shadows on the performer and the ancient cobblestones beneath his feet. In the background, a group of stylized spectators, silhouetted, excitedly raise their arms and cheer, their simple facial features etched with awe and joy. The entire picture is full of fast movements and bright color contrasts, creating an exciting atmosphere that is dizzying and full of festive carnival energy.", + "seed": 20355, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000192/group_9/index_9436_seed_20355_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.009281878580804915, + "vlm_logprob": -0.009281878580804915, + "vlm_yes_no_margin": 5.15, + "vlm_token_credit": -0.009281878580804915, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a street performer with flaming orange curls and a yellow star painted on his cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the performer wearing a tight-fitting vest made of vibrant purple and green fabric over a white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the performer juggling three burning torches in complex arcs and crisscrossing patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep blue dusk sky with silhouetted spectators raising their arms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a vibrant, dynamic, and exaggerated 2D animation style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02081630937755108 + ], + "opposite_logprob_tokens": [ + -3.8958163261413574 + ], + "logprob_reward": -0.02081630937755108, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02081630937755108, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2859930396080017, + 0.08251135796308517, + 0.13858266174793243, + 0.16333596408367157, + 0.08387403935194016, + 0.04135757312178612, + 0.0418175533413887, + 0.08034764975309372, + 0.02143055945634842, + 0.060749661177396774 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.02081630937755108 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a street performer with flaming orange curls and a yellow star painted on his cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the performer wearing a tight-fitting vest made of vibrant purple and green fabric over a white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the performer juggling three burning torches in complex arcs and crisscrossing patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep blue dusk sky with silhouetted spectators raising their arms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a vibrant, dynamic, and exaggerated 2D animation style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107603870332241 + ], + "opposite_logprob_tokens": [ + -4.511075973510742 + ], + "logprob_reward": -0.01107603870332241, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107603870332241, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12560811638832092, + 0.044562604278326035, + 0.05709267780184746, + 0.09733884036540985, + 0.11426852643489838, + 0.03470025584101677, + 0.056844402104616165, + 0.11010374128818512, + 0.04094443842768669, + 0.3185363709926605 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.01107603870332241 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a street performer with flaming orange curls and a yellow star painted on his cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the performer wearing a tight-fitting vest made of vibrant purple and green fabric over a white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the performer juggling three burning torches in complex arcs and crisscrossing patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep blue dusk sky with silhouetted spectators raising their arms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a vibrant, dynamic, and exaggerated 2D animation style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008638040162622929 + ], + "opposite_logprob_tokens": [ + -4.75863790512085 + ], + "logprob_reward": -0.008638040162622929, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008638040162622929, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12440160661935806, + 0.05555203557014465, + 0.11229521036148071, + 0.08146979659795761, + 0.12207308411598206, + 0.05421286076307297, + 0.11582522094249725, + 0.18726910650730133, + 0.07060477882623672, + 0.07629628479480743 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.008638040162622929 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a street performer with flaming orange curls and a yellow star painted on his cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the performer wearing a tight-fitting vest made of vibrant purple and green fabric over a white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the performer juggling three burning torches in complex arcs and crisscrossing patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep blue dusk sky with silhouetted spectators raising their arms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a vibrant, dynamic, and exaggerated 2D animation style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005246561020612717 + ], + "opposite_logprob_tokens": [ + -5.255246639251709 + ], + "logprob_reward": -0.005246561020612717, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005246561020612717, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.43145686388015747, + 0.06287648528814316, + 0.07294076681137085, + 0.20537947118282318, + 0.04903676360845566, + 0.02821759693324566, + 0.05450174957513809, + 0.024322539567947388, + 0.019166935235261917, + 0.05210086330771446 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.005246561020612717 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a street performer with flaming orange curls and a yellow star painted on his cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the performer wearing a tight-fitting vest made of vibrant purple and green fabric over a white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the performer juggling three burning torches in complex arcs and crisscrossing patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep blue dusk sky with silhouetted spectators raising their arms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a vibrant, dynamic, and exaggerated 2D animation style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0006324436399154365 + ], + "opposite_logprob_tokens": [ + -7.375632286071777 + ], + "logprob_reward": -0.0006324436399154365, + "yes_no_margin_reward": 7.375, + "token_credit_reward": -0.0006324436399154365, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39422598481178284, + 0.052291251718997955, + 0.07945460826158524, + 0.10537870228290558, + 0.0630694180727005, + 0.03824596852064133, + 0.04373349994421005, + 0.08042929321527481, + 0.048131395131349564, + 0.09503979980945587 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.0006324436399154365 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_0/index_tensor([8465, 8465])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_0/index_tensor([8465, 8465])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0c52f87a8231877c19dafb58a8614480a3d1f920 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_0/index_tensor([8465, 8465])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic, low-angle tracking shot follows a sci-fi drone as it patrols the deep canyons of a futuristic metropolis at a steady and swift pace. The drone boasts a streamlined, biomimetic design, constructed from a matte black carbon fiber composite, accented with titanium-gray metal trim. Slender blue LED strips pulsate rhythmically with its flight maneuvers. At the heart of the aircraft's front is a multi-lens optical sensor. The central lens glows a faint crimson, like a vigilant eye, while anti-gravity thrusters at its corners emit pale blue plasma tails. Towering, complex skyscrapers flank the drone. Enormous holographic billboards project dynamic, color-saturated commercial images onto the glass and metal facades of the buildings. A shimmering interplay of magenta, cyberpunk blue, and fluorescent green neon lights paint the canyon with a vibrant riot of color. A thin layer of light-stained vapor permeates the air, creating a Tyndall effect and clearly visible beams of light. The drone alternates between steady forward motion and deft lateral panning, its matte black exterior reflecting the ever-shifting neon lights of its surroundings into flowing, fragmented specks of light. The entire scene, framed by a cool palette, creates a futuristic, mysterious, and slightly tense atmosphere of surveillance.", + "seed": 17968, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_0/index_8465_seed_17968_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.043606214597821234, + "vlm_logprob": -0.043606214597821234, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.043606214597821234, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sci-fi drone with a streamlined, biomimetic design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone's exterior matte black with titanium-gray metal trim and blue LED strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drone feature a central lens glowing faint crimson and anti-gravity thrusters emitting pale blue plasma tails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a futuristic metropolis with deep canyons, towering skyscrapers, and holographic billboards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot that follows the drone with steady forward motion and lateral panning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07985687255859375 + ], + "opposite_logprob_tokens": [ + -2.5798568725585938 + ], + "logprob_reward": -0.07985687255859375, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07985687255859375, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2837083339691162, + 0.16170533001422882, + 0.07351187616586685, + 0.11521895229816437, + 0.04965696111321449, + 0.03618471324443817, + 0.054183781147003174, + 0.13079579174518585, + 0.052665676921606064, + 0.04236858710646629 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.07985687255859375 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sci-fi drone with a streamlined, biomimetic design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone's exterior matte black with titanium-gray metal trim and blue LED strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drone feature a central lens glowing faint crimson and anti-gravity thrusters emitting pale blue plasma tails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a futuristic metropolis with deep canyons, towering skyscrapers, and holographic billboards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot that follows the drone with steady forward motion and lateral panning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033712275326251984 + ], + "opposite_logprob_tokens": [ + -3.408712387084961 + ], + "logprob_reward": -0.033712275326251984, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033712275326251984, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14921143651008606, + 0.12378376722335815, + 0.10428287833929062, + 0.07705579698085785, + 0.058258797973394394, + 0.039955928921699524, + 0.06733934581279755, + 0.2806842625141144, + 0.05615592375397682, + 0.04327188432216644 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.033712275326251984 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sci-fi drone with a streamlined, biomimetic design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone's exterior matte black with titanium-gray metal trim and blue LED strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drone feature a central lens glowing faint crimson and anti-gravity thrusters emitting pale blue plasma tails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a futuristic metropolis with deep canyons, towering skyscrapers, and holographic billboards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot that follows the drone with steady forward motion and lateral panning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607634499669075 + ], + "opposite_logprob_tokens": [ + -4.141076564788818 + ], + "logprob_reward": -0.01607634499669075, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607634499669075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1905059516429901, + 0.07347285747528076, + 0.13964007794857025, + 0.09247759729623795, + 0.07724247127771378, + 0.059367403388023376, + 0.025756318122148514, + 0.24476049840450287, + 0.06134573370218277, + 0.035431116819381714 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.01607634499669075 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sci-fi drone with a streamlined, biomimetic design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone's exterior matte black with titanium-gray metal trim and blue LED strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drone feature a central lens glowing faint crimson and anti-gravity thrusters emitting pale blue plasma tails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a futuristic metropolis with deep canyons, towering skyscrapers, and holographic billboards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot that follows the drone with steady forward motion and lateral panning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205355003476143 + ], + "opposite_logprob_tokens": [ + -2.8120534420013428 + ], + "logprob_reward": -0.06205355003476143, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205355003476143, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15814822912216187, + 0.14637808501720428, + 0.120346300303936, + 0.12334538996219635, + 0.04968767613172531, + 0.03073773719370365, + 0.05189882591366768, + 0.25279179215431213, + 0.03873370587825775, + 0.027932308614253998 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.06205355003476143 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sci-fi drone with a streamlined, biomimetic design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone's exterior matte black with titanium-gray metal trim and blue LED strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drone feature a central lens glowing faint crimson and anti-gravity thrusters emitting pale blue plasma tails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a futuristic metropolis with deep canyons, towering skyscrapers, and holographic billboards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot that follows the drone with steady forward motion and lateral panning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026332030072808266 + ], + "opposite_logprob_tokens": [ + -3.651332139968872 + ], + "logprob_reward": -0.026332030072808266, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026332030072808266, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17691770195960999, + 0.1897338628768921, + 0.05746600776910782, + 0.05641083046793938, + 0.048234790563583374, + 0.022365963086485863, + 0.0584297701716423, + 0.2907109558582306, + 0.05429118871688843, + 0.045438963919878006 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.026332030072808266 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot follows a sci-fi drone as it patrols the deep canyons of a futuristic metropolis at a steady and swift pace. The drone boasts a streamlined, biomimetic design, constructed from a matte black carbon fiber composite, accented with titanium-gray metal trim. Slender blue LED strips pulsate rhythmically with its flight maneuvers. At the heart of the aircraft's front is a multi-lens optical sensor. The central lens glows a faint crimson, like a vigilant eye, while anti-gravity thrusters at its corners emit pale blue plasma tails. Towering, complex skyscrapers flank the drone. Enormous holographic billboards project dynamic, color-saturated commercial images onto the glass and metal facades of the buildings. A shimmering interplay of magenta, cyberpunk blue, and fluorescent green neon lights paint the canyon with a vibrant riot of color. A thin layer of light-stained vapor permeates the air, creating a Tyndall effect and clearly visible beams of light. The drone alternates between steady forward motion and deft lateral panning, its matte black exterior reflecting the ever-shifting neon lights of its surroundings into flowing, fragmented specks of light. The entire scene, framed by a cool palette, creates a futuristic, mysterious, and slightly tense atmosphere of surveillance.", + "seed": 17969, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_0/index_8465_seed_17969_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.021530530788004397, + "vlm_logprob": -0.021530530788004397, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.021530530788004397, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sci-fi drone with a streamlined, biomimetic design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone's exterior matte black with titanium-gray metal trim and blue LED strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drone feature a central lens glowing faint crimson and anti-gravity thrusters emitting pale blue plasma tails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a futuristic metropolis with deep canyons, towering skyscrapers, and holographic billboards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot that follows the drone with steady forward motion and lateral panning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03095971792936325 + ], + "opposite_logprob_tokens": [ + -3.5309596061706543 + ], + "logprob_reward": -0.03095971792936325, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03095971792936325, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03366520255804062, + 0.03154900670051575, + 0.8020381927490234, + 0.02861732617020607, + 0.018722420558333397, + 0.017218954861164093, + 0.025973523035645485, + 0.017197348177433014, + 0.015888646245002747, + 0.00912940502166748 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.03095971792936325 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sci-fi drone with a streamlined, biomimetic design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone's exterior matte black with titanium-gray metal trim and blue LED strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drone feature a central lens glowing faint crimson and anti-gravity thrusters emitting pale blue plasma tails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a futuristic metropolis with deep canyons, towering skyscrapers, and holographic billboards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot that follows the drone with steady forward motion and lateral panning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023294946178793907 + ], + "opposite_logprob_tokens": [ + -3.7732949256896973 + ], + "logprob_reward": -0.023294946178793907, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023294946178793907, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.029327431693673134, + 0.02468389831483364, + 0.7354046106338501, + 0.017520874738693237, + 0.009314543567597866, + 0.014165894128382206, + 0.0730084627866745, + 0.06470173597335815, + 0.021656790748238564, + 0.01021578535437584 + ], + "top_frames": [ + 2, + 6, + 7 + ], + "selected_reward": -0.023294946178793907 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sci-fi drone with a streamlined, biomimetic design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone's exterior matte black with titanium-gray metal trim and blue LED strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drone feature a central lens glowing faint crimson and anti-gravity thrusters emitting pale blue plasma tails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a futuristic metropolis with deep canyons, towering skyscrapers, and holographic billboards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot that follows the drone with steady forward motion and lateral panning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012546537443995476 + ], + "opposite_logprob_tokens": [ + -4.387546539306641 + ], + "logprob_reward": -0.012546537443995476, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012546537443995476, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05882946401834488, + 0.026317978277802467, + 0.7396532893180847, + 0.04302295297384262, + 0.01742595061659813, + 0.01293985266238451, + 0.0454120971262455, + 0.028967568650841713, + 0.016783440485596657, + 0.010647385381162167 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.012546537443995476 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sci-fi drone with a streamlined, biomimetic design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone's exterior matte black with titanium-gray metal trim and blue LED strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drone feature a central lens glowing faint crimson and anti-gravity thrusters emitting pale blue plasma tails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a futuristic metropolis with deep canyons, towering skyscrapers, and holographic billboards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot that follows the drone with steady forward motion and lateral panning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011069907806813717 + ], + "opposite_logprob_tokens": [ + -4.5110697746276855 + ], + "logprob_reward": -0.011069907806813717, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011069907806813717, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06515105068683624, + 0.03181213513016701, + 0.698702871799469, + 0.09760536998510361, + 0.018718285486102104, + 0.014516315422952175, + 0.011866030283272266, + 0.022574910894036293, + 0.013933707028627396, + 0.025119347497820854 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.011069907806813717 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sci-fi drone with a streamlined, biomimetic design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone's exterior matte black with titanium-gray metal trim and blue LED strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drone feature a central lens glowing faint crimson and anti-gravity thrusters emitting pale blue plasma tails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a futuristic metropolis with deep canyons, towering skyscrapers, and holographic billboards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot that follows the drone with steady forward motion and lateral panning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02978154458105564 + ], + "opposite_logprob_tokens": [ + -3.5297815799713135 + ], + "logprob_reward": -0.02978154458105564, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02978154458105564, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07503697276115417, + 0.045694854110479355, + 0.5315863490104675, + 0.05503726750612259, + 0.03812561184167862, + 0.03476327285170555, + 0.06992298364639282, + 0.06307487189769745, + 0.05806907266378403, + 0.0286887064576149 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.02978154458105564 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot follows a sci-fi drone as it patrols the deep canyons of a futuristic metropolis at a steady and swift pace. The drone boasts a streamlined, biomimetic design, constructed from a matte black carbon fiber composite, accented with titanium-gray metal trim. Slender blue LED strips pulsate rhythmically with its flight maneuvers. At the heart of the aircraft's front is a multi-lens optical sensor. The central lens glows a faint crimson, like a vigilant eye, while anti-gravity thrusters at its corners emit pale blue plasma tails. Towering, complex skyscrapers flank the drone. Enormous holographic billboards project dynamic, color-saturated commercial images onto the glass and metal facades of the buildings. A shimmering interplay of magenta, cyberpunk blue, and fluorescent green neon lights paint the canyon with a vibrant riot of color. A thin layer of light-stained vapor permeates the air, creating a Tyndall effect and clearly visible beams of light. The drone alternates between steady forward motion and deft lateral panning, its matte black exterior reflecting the ever-shifting neon lights of its surroundings into flowing, fragmented specks of light. The entire scene, framed by a cool palette, creates a futuristic, mysterious, and slightly tense atmosphere of surveillance.", + "seed": 17970, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_0/index_8465_seed_17970_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.1823677085340023, + "vlm_logprob": -0.1823677085340023, + "vlm_yes_no_margin": 2.175, + "vlm_token_credit": -0.1823677085340023, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sci-fi drone with a streamlined, biomimetic design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone's exterior matte black with titanium-gray metal trim and blue LED strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drone feature a central lens glowing faint crimson and anti-gravity thrusters emitting pale blue plasma tails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a futuristic metropolis with deep canyons, towering skyscrapers, and holographic billboards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot that follows the drone with steady forward motion and lateral panning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5248854160308838 + ], + "opposite_logprob_tokens": [ + -0.8998854160308838 + ], + "logprob_reward": -0.5248854160308838, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5248854160308838, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.043438881635665894, + 0.022414015606045723, + 0.8137798309326172, + 0.013385099358856678, + 0.018516328185796738, + 0.015058227814733982, + 0.037744417786598206, + 0.010802745819091797, + 0.01390544418245554, + 0.010955036617815495 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.5248854160308838 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sci-fi drone with a streamlined, biomimetic design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone's exterior matte black with titanium-gray metal trim and blue LED strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drone feature a central lens glowing faint crimson and anti-gravity thrusters emitting pale blue plasma tails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a futuristic metropolis with deep canyons, towering skyscrapers, and holographic billboards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot that follows the drone with steady forward motion and lateral panning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048684071749448776 + ], + "opposite_logprob_tokens": [ + -3.0486841201782227 + ], + "logprob_reward": -0.048684071749448776, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048684071749448776, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12047489732503891, + 0.07522869855165482, + 0.4143914580345154, + 0.05715210363268852, + 0.0331193283200264, + 0.05233410373330116, + 0.09850512444972992, + 0.057473644614219666, + 0.04703281447291374, + 0.04428787901997566 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.048684071749448776 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sci-fi drone with a streamlined, biomimetic design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone's exterior matte black with titanium-gray metal trim and blue LED strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drone feature a central lens glowing faint crimson and anti-gravity thrusters emitting pale blue plasma tails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a futuristic metropolis with deep canyons, towering skyscrapers, and holographic billboards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot that follows the drone with steady forward motion and lateral panning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043079957365989685 + ], + "opposite_logprob_tokens": [ + -3.1680798530578613 + ], + "logprob_reward": -0.043079957365989685, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043079957365989685, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32981038093566895, + 0.05638716742396355, + 0.1596587747335434, + 0.051605287939310074, + 0.042016372084617615, + 0.08688344806432724, + 0.16868098080158234, + 0.041308414191007614, + 0.036845747381448746, + 0.026803400367498398 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.043079957365989685 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sci-fi drone with a streamlined, biomimetic design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone's exterior matte black with titanium-gray metal trim and blue LED strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drone feature a central lens glowing faint crimson and anti-gravity thrusters emitting pale blue plasma tails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a futuristic metropolis with deep canyons, towering skyscrapers, and holographic billboards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot that follows the drone with steady forward motion and lateral panning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521396279335022 + ], + "opposite_logprob_tokens": [ + -1.5021395683288574 + ], + "logprob_reward": -0.2521396279335022, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521396279335022, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.044501401484012604, + 0.01349814236164093, + 0.8609758615493774, + 0.013518959283828735, + 0.010035283863544464, + 0.00905544776469469, + 0.017259826883673668, + 0.00832350179553032, + 0.015308776870369911, + 0.007522772066295147 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.2521396279335022 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sci-fi drone with a streamlined, biomimetic design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone's exterior matte black with titanium-gray metal trim and blue LED strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drone feature a central lens glowing faint crimson and anti-gravity thrusters emitting pale blue plasma tails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a futuristic metropolis with deep canyons, towering skyscrapers, and holographic billboards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot that follows the drone with steady forward motion and lateral panning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04304946959018707 + ], + "opposite_logprob_tokens": [ + -3.1680495738983154 + ], + "logprob_reward": -0.04304946959018707, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04304946959018707, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.022017939016222954, + 0.017371973022818565, + 0.8780141472816467, + 0.008877444081008434, + 0.01392803993076086, + 0.009806104935705662, + 0.027473479509353638, + 0.005097460933029652, + 0.01262283232063055, + 0.004790613427758217 + ], + "top_frames": [ + 2, + 6, + 0 + ], + "selected_reward": -0.04304946959018707 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot follows a sci-fi drone as it patrols the deep canyons of a futuristic metropolis at a steady and swift pace. The drone boasts a streamlined, biomimetic design, constructed from a matte black carbon fiber composite, accented with titanium-gray metal trim. Slender blue LED strips pulsate rhythmically with its flight maneuvers. At the heart of the aircraft's front is a multi-lens optical sensor. The central lens glows a faint crimson, like a vigilant eye, while anti-gravity thrusters at its corners emit pale blue plasma tails. Towering, complex skyscrapers flank the drone. Enormous holographic billboards project dynamic, color-saturated commercial images onto the glass and metal facades of the buildings. A shimmering interplay of magenta, cyberpunk blue, and fluorescent green neon lights paint the canyon with a vibrant riot of color. A thin layer of light-stained vapor permeates the air, creating a Tyndall effect and clearly visible beams of light. The drone alternates between steady forward motion and deft lateral panning, its matte black exterior reflecting the ever-shifting neon lights of its surroundings into flowing, fragmented specks of light. The entire scene, framed by a cool palette, creates a futuristic, mysterious, and slightly tense atmosphere of surveillance.", + "seed": 17971, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_0/index_8465_seed_17971_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1756766464561224, + "vlm_logprob": -0.1756766464561224, + "vlm_yes_no_margin": 2.425000023841858, + "vlm_token_credit": -0.1756766464561224, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sci-fi drone with a streamlined, biomimetic design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone's exterior matte black with titanium-gray metal trim and blue LED strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drone feature a central lens glowing faint crimson and anti-gravity thrusters emitting pale blue plasma tails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a futuristic metropolis with deep canyons, towering skyscrapers, and holographic billboards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot that follows the drone with steady forward motion and lateral panning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6339153051376343 + ], + "opposite_logprob_tokens": [ + -0.7589153051376343 + ], + "logprob_reward": -0.6339153051376343, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6339153051376343, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12559214234352112, + 0.04580836370587349, + 0.06496931612491608, + 0.07244278490543365, + 0.0739181712269783, + 0.3385283946990967, + 0.0453994944691658, + 0.10900148004293442, + 0.08292273432016373, + 0.04141712188720703 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.6339153051376343 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sci-fi drone with a streamlined, biomimetic design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone's exterior matte black with titanium-gray metal trim and blue LED strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drone feature a central lens glowing faint crimson and anti-gravity thrusters emitting pale blue plasma tails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a futuristic metropolis with deep canyons, towering skyscrapers, and holographic billboards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot that follows the drone with steady forward motion and lateral panning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03813401982188225 + ], + "opposite_logprob_tokens": [ + -3.2881340980529785 + ], + "logprob_reward": -0.03813401982188225, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03813401982188225, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0884769856929779, + 0.10940144211053848, + 0.08638514578342438, + 0.08640440553426743, + 0.0921919122338295, + 0.23504698276519775, + 0.07372260838747025, + 0.05332547053694725, + 0.08789767324924469, + 0.08714736253023148 + ], + "top_frames": [ + 5, + 1, + 4 + ], + "selected_reward": -0.03813401982188225 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sci-fi drone with a streamlined, biomimetic design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone's exterior matte black with titanium-gray metal trim and blue LED strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drone feature a central lens glowing faint crimson and anti-gravity thrusters emitting pale blue plasma tails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a futuristic metropolis with deep canyons, towering skyscrapers, and holographic billboards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot that follows the drone with steady forward motion and lateral panning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371746465563774 + ], + "opposite_logprob_tokens": [ + -3.408717393875122 + ], + "logprob_reward": -0.03371746465563774, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371746465563774, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1302223801612854, + 0.1502220183610916, + 0.18132047355175018, + 0.050279662013053894, + 0.09873936325311661, + 0.1796063333749771, + 0.04876921698451042, + 0.04631827026605606, + 0.04499441757798195, + 0.06952788680791855 + ], + "top_frames": [ + 2, + 5, + 1 + ], + "selected_reward": -0.03371746465563774 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sci-fi drone with a streamlined, biomimetic design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone's exterior matte black with titanium-gray metal trim and blue LED strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drone feature a central lens glowing faint crimson and anti-gravity thrusters emitting pale blue plasma tails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a futuristic metropolis with deep canyons, towering skyscrapers, and holographic billboards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot that follows the drone with steady forward motion and lateral panning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14282691478729248 + ], + "opposite_logprob_tokens": [ + -2.017827033996582 + ], + "logprob_reward": -0.14282691478729248, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14282691478729248, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09805313497781754, + 0.03743289038538933, + 0.05920815467834473, + 0.0449441634118557, + 0.1968480944633484, + 0.2942955791950226, + 0.04163113236427307, + 0.05648772418498993, + 0.057761624455451965, + 0.11333749443292618 + ], + "top_frames": [ + 5, + 4, + 9 + ], + "selected_reward": -0.14282691478729248 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sci-fi drone with a streamlined, biomimetic design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone's exterior matte black with titanium-gray metal trim and blue LED strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the drone feature a central lens glowing faint crimson and anti-gravity thrusters emitting pale blue plasma tails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a futuristic metropolis with deep canyons, towering skyscrapers, and holographic billboards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot that follows the drone with steady forward motion and lateral panning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029789527878165245 + ], + "opposite_logprob_tokens": [ + -3.529789447784424 + ], + "logprob_reward": -0.029789527878165245, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029789527878165245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13137143850326538, + 0.04229868948459625, + 0.07030334323644638, + 0.024442147463560104, + 0.09482162445783615, + 0.24515001475811005, + 0.2167409360408783, + 0.07106904685497284, + 0.05931764468550682, + 0.044485099613666534 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.029789527878165245 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_1/index_tensor([4712, 4712])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_1/index_tensor([4712, 4712])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..16268d3fbc356dcb08b2dbad531d71a74fafe4c6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_1/index_tensor([4712, 4712])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Shot from a slightly low angle, this extreme close-up static shot focuses intensely on a single dill flower, rendered in surreal detail against a heavily blurred garden backdrop of muted greens and yellows. In the direct midday sun, the flower's dense, emerald green stem, covered in tiny, fuzzy hairs, begins to writhe unnaturally. It twists slowly and deliberately in a fluid, serpentine motion completely alien to plant life. This grotesque distortion sends violent vibrations upward, causing the dense, multi-layered head of vibrant purplish-red petals to tremble convulsively. Each petal vibrates at a high frequency, as if the flower is seized by an unseen, terrifying force, creating a deeply unsettling atmosphere of quiet, bio-horror.", + "seed": 4014, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_1/index_4712_seed_4014_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.26446819165721536, + "vlm_logprob": -0.26446819165721536, + "vlm_yes_no_margin": 2.4, + "vlm_token_credit": -0.26446819165721536, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single dill flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly low and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a heavily blurred garden with muted greens and yellows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flower's stem writhe in a fluid, serpentine motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the petals tremble convulsively at a high frequency?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05178074911236763 + ], + "opposite_logprob_tokens": [ + -3.0517807006835938 + ], + "logprob_reward": -0.05178074911236763, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.05178074911236763, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11633722484111786, + 0.09609366953372955, + 0.07630205154418945, + 0.12825362384319305, + 0.052578605711460114, + 0.050313081592321396, + 0.3671724498271942, + 0.01354331523180008, + 0.052190497517585754, + 0.047215480357408524 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.05178074911236763 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single dill flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly low and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a heavily blurred garden with muted greens and yellows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flower's stem writhe in a fluid, serpentine motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the petals tremble convulsively at a high frequency?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866420477628708 + ], + "opposite_logprob_tokens": [ + -3.048664093017578 + ], + "logprob_reward": -0.04866420477628708, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866420477628708, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.043355219066143036, + 0.16534541547298431, + 0.06106347590684891, + 0.05425335094332695, + 0.08448751270771027, + 0.11148063838481903, + 0.13823223114013672, + 0.07788017392158508, + 0.05101380497217178, + 0.2128882110118866 + ], + "top_frames": [ + 9, + 1, + 6 + ], + "selected_reward": -0.04866420477628708 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single dill flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly low and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a heavily blurred garden with muted greens and yellows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flower's stem writhe in a fluid, serpentine motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the petals tremble convulsively at a high frequency?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007635456044226885 + ], + "opposite_logprob_tokens": [ + -4.882635593414307 + ], + "logprob_reward": -0.007635456044226885, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007635456044226885, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12295909225940704, + 0.24629777669906616, + 0.02888503298163414, + 0.04314634948968887, + 0.04299991950392723, + 0.09995845705270767, + 0.04718788340687752, + 0.019268088042736053, + 0.22089703381061554, + 0.12840037047863007 + ], + "top_frames": [ + 1, + 8, + 9 + ], + "selected_reward": -0.007635456044226885 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single dill flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly low and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a heavily blurred garden with muted greens and yellows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flower's stem writhe in a fluid, serpentine motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the petals tremble convulsively at a high frequency?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16035327315330505 + ], + "opposite_logprob_tokens": [ + -1.9103533029556274 + ], + "logprob_reward": -0.16035327315330505, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16035327315330505, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.058881744742393494, + 0.0353567935526371, + 0.048934608697891235, + 0.026423189789056778, + 0.023072486743330956, + 0.07901633530855179, + 0.023147068917751312, + 0.0936068519949913, + 0.027570808306336403, + 0.5839901566505432 + ], + "top_frames": [ + 9, + 7, + 5 + ], + "selected_reward": -0.16035327315330505 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single dill flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly low and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a heavily blurred garden with muted greens and yellows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flower's stem writhe in a fluid, serpentine motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the petals tremble convulsively at a high frequency?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0539072751998901 + ], + "opposite_logprob_tokens": [ + -0.42890724539756775 + ], + "logprob_reward": -1.0539072751998901, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.0539072751998901, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.06926710158586502, + 0.06761126965284348, + 0.03218332678079605, + 0.05159219726920128, + 0.11561709642410278, + 0.07616022229194641, + 0.07974644750356674, + 0.04874695837497711, + 0.05091366171836853, + 0.4081616997718811 + ], + "top_frames": [ + 9, + 4, + 6 + ], + "selected_reward": -1.0539072751998901 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "Shot from a slightly low angle, this extreme close-up static shot focuses intensely on a single dill flower, rendered in surreal detail against a heavily blurred garden backdrop of muted greens and yellows. In the direct midday sun, the flower's dense, emerald green stem, covered in tiny, fuzzy hairs, begins to writhe unnaturally. It twists slowly and deliberately in a fluid, serpentine motion completely alien to plant life. This grotesque distortion sends violent vibrations upward, causing the dense, multi-layered head of vibrant purplish-red petals to tremble convulsively. Each petal vibrates at a high frequency, as if the flower is seized by an unseen, terrifying force, creating a deeply unsettling atmosphere of quiet, bio-horror.", + "seed": 4015, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_1/index_4712_seed_4015_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.3151512220967561, + "vlm_logprob": -0.3151512220967561, + "vlm_yes_no_margin": 2.4, + "vlm_token_credit": -0.3151512220967561, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single dill flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly low and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a heavily blurred garden with muted greens and yellows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flower's stem writhe in a fluid, serpentine motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the petals tremble convulsively at a high frequency?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021360814571380615 + ], + "opposite_logprob_tokens": [ + -4.021360874176025 + ], + "logprob_reward": -0.021360814571380615, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.021360814571380615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0781509131193161, + 0.1249404326081276, + 0.02433278039097786, + 0.019767850637435913, + 0.024607917293906212, + 0.037583671510219574, + 0.022537728771567345, + 0.04785025119781494, + 0.4484078884124756, + 0.17182056605815887 + ], + "top_frames": [ + 8, + 9, + 1 + ], + "selected_reward": -0.021360814571380615 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single dill flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly low and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a heavily blurred garden with muted greens and yellows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flower's stem writhe in a fluid, serpentine motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the petals tremble convulsively at a high frequency?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1003122627735138 + ], + "opposite_logprob_tokens": [ + -2.3503122329711914 + ], + "logprob_reward": -0.1003122627735138, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1003122627735138, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21502649784088135, + 0.09001456946134567, + 0.040165163576602936, + 0.0442243330180645, + 0.024737238883972168, + 0.030216919258236885, + 0.09720628708600998, + 0.21829180419445038, + 0.15300995111465454, + 0.08710723370313644 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.1003122627735138 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single dill flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly low and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a heavily blurred garden with muted greens and yellows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flower's stem writhe in a fluid, serpentine motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the petals tremble convulsively at a high frequency?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028221087995916605 + ], + "opposite_logprob_tokens": [ + -5.877821922302246 + ], + "logprob_reward": -0.0028221087995916605, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028221087995916605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2957572340965271, + 0.10160918533802032, + 0.030842099338769913, + 0.02573835849761963, + 0.03978152573108673, + 0.046797361224889755, + 0.02087634988129139, + 0.07033737003803253, + 0.27007606625556946, + 0.0981844887137413 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.0028221087995916605 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single dill flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly low and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a heavily blurred garden with muted greens and yellows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flower's stem writhe in a fluid, serpentine motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the petals tremble convulsively at a high frequency?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578231692314148 + ], + "opposite_logprob_tokens": [ + -0.6328231692314148 + ], + "logprob_reward": -0.7578231692314148, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578231692314148, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11710643023252487, + 0.04132760316133499, + 0.05195552483201027, + 0.03322312980890274, + 0.04097733274102211, + 0.17869259417057037, + 0.10759921371936798, + 0.08325483649969101, + 0.21236759424209595, + 0.1334957331418991 + ], + "top_frames": [ + 8, + 5, + 9 + ], + "selected_reward": -0.7578231692314148 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single dill flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly low and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a heavily blurred garden with muted greens and yellows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flower's stem writhe in a fluid, serpentine motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the petals tremble convulsively at a high frequency?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6934377551078796 + ], + "opposite_logprob_tokens": [ + -0.6934377551078796 + ], + "logprob_reward": -0.6934377551078796, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6934377551078796, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.0874713882803917, + 0.048698075115680695, + 0.02281671017408371, + 0.022339189425110817, + 0.024219119921326637, + 0.11624955385923386, + 0.07093939930200577, + 0.26435166597366333, + 0.241262286901474, + 0.1016525998711586 + ], + "top_frames": [ + 7, + 8, + 5 + ], + "selected_reward": -0.6934377551078796 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "No" + ] + }, + { + "prompt": "Shot from a slightly low angle, this extreme close-up static shot focuses intensely on a single dill flower, rendered in surreal detail against a heavily blurred garden backdrop of muted greens and yellows. In the direct midday sun, the flower's dense, emerald green stem, covered in tiny, fuzzy hairs, begins to writhe unnaturally. It twists slowly and deliberately in a fluid, serpentine motion completely alien to plant life. This grotesque distortion sends violent vibrations upward, causing the dense, multi-layered head of vibrant purplish-red petals to tremble convulsively. Each petal vibrates at a high frequency, as if the flower is seized by an unseen, terrifying force, creating a deeply unsettling atmosphere of quiet, bio-horror.", + "seed": 4016, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_1/index_4712_seed_4016_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2478741034399718, + "vlm_logprob": -0.2478741034399718, + "vlm_yes_no_margin": 2.425, + "vlm_token_credit": -0.2478741034399718, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single dill flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly low and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a heavily blurred garden with muted greens and yellows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flower's stem writhe in a fluid, serpentine motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the petals tremble convulsively at a high frequency?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.028264110907912254 + ], + "opposite_logprob_tokens": [ + -3.653264045715332 + ], + "logprob_reward": -0.028264110907912254, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.028264110907912254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06607644259929657, + 0.026440102607011795, + 0.09120513498783112, + 0.07633181661367416, + 0.052559785544872284, + 0.25273042917251587, + 0.0493713840842247, + 0.03355637192726135, + 0.22155551612377167, + 0.13017304241657257 + ], + "top_frames": [ + 5, + 8, + 9 + ], + "selected_reward": -0.028264110907912254 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single dill flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly low and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a heavily blurred garden with muted greens and yellows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flower's stem writhe in a fluid, serpentine motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the petals tremble convulsively at a high frequency?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10031204670667648 + ], + "opposite_logprob_tokens": [ + -2.3503119945526123 + ], + "logprob_reward": -0.10031204670667648, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10031204670667648, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08093951642513275, + 0.035860296338796616, + 0.03787446394562721, + 0.05125609412789345, + 0.032646048814058304, + 0.24955493211746216, + 0.2540918290615082, + 0.1660538613796234, + 0.045578598976135254, + 0.046144332736730576 + ], + "top_frames": [ + 6, + 5, + 7 + ], + "selected_reward": -0.10031204670667648 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single dill flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly low and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a heavily blurred garden with muted greens and yellows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flower's stem writhe in a fluid, serpentine motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the petals tremble convulsively at a high frequency?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036206187214702368 + ], + "opposite_logprob_tokens": [ + -5.628620624542236 + ], + "logprob_reward": -0.0036206187214702368, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036206187214702368, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15854130685329437, + 0.09698638319969177, + 0.07306357473134995, + 0.07141809910535812, + 0.19285419583320618, + 0.07236461341381073, + 0.13926485180854797, + 0.05638410523533821, + 0.09791101515293121, + 0.04121186584234238 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.0036206187214702368 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single dill flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly low and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a heavily blurred garden with muted greens and yellows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flower's stem writhe in a fluid, serpentine motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the petals tremble convulsively at a high frequency?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47429126501083374 + ], + "opposite_logprob_tokens": [ + -0.9742912650108337 + ], + "logprob_reward": -0.47429126501083374, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.47429126501083374, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14410659670829773, + 0.0715959221124649, + 0.062453363090753555, + 0.07992447912693024, + 0.07701269537210464, + 0.06592688709497452, + 0.21678656339645386, + 0.15109018981456757, + 0.07247194647789001, + 0.058631256222724915 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.47429126501083374 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single dill flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly low and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a heavily blurred garden with muted greens and yellows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flower's stem writhe in a fluid, serpentine motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the petals tremble convulsively at a high frequency?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328824758529663 + ], + "opposite_logprob_tokens": [ + -0.7578824758529663 + ], + "logprob_reward": -0.6328824758529663, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328824758529663, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16712944209575653, + 0.06630058586597443, + 0.04676574096083641, + 0.0750744417309761, + 0.09865964949131012, + 0.05687627196311951, + 0.16837792098522186, + 0.13333328068256378, + 0.12648674845695496, + 0.0609959252178669 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.6328824758529663 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot from a slightly low angle, this extreme close-up static shot focuses intensely on a single dill flower, rendered in surreal detail against a heavily blurred garden backdrop of muted greens and yellows. In the direct midday sun, the flower's dense, emerald green stem, covered in tiny, fuzzy hairs, begins to writhe unnaturally. It twists slowly and deliberately in a fluid, serpentine motion completely alien to plant life. This grotesque distortion sends violent vibrations upward, causing the dense, multi-layered head of vibrant purplish-red petals to tremble convulsively. Each petal vibrates at a high frequency, as if the flower is seized by an unseen, terrifying force, creating a deeply unsettling atmosphere of quiet, bio-horror.", + "seed": 4017, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_1/index_4712_seed_4017_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.35737526626326144, + "vlm_logprob": -0.35737526626326144, + "vlm_yes_no_margin": 2.025, + "vlm_token_credit": -0.35737526626326144, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single dill flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly low and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a heavily blurred garden with muted greens and yellows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flower's stem writhe in a fluid, serpentine motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the petals tremble convulsively at a high frequency?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.284748375415802 + ], + "opposite_logprob_tokens": [ + -1.4097483158111572 + ], + "logprob_reward": -0.284748375415802, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.284748375415802, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03061477467417717, + 0.017945580184459686, + 0.017792697995901108, + 0.00937876757234335, + 0.024161655455827713, + 0.01289119478315115, + 0.04275042936205864, + 0.674173891544342, + 0.12426452338695526, + 0.04602644592523575 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.284748375415802 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single dill flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly low and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a heavily blurred garden with muted greens and yellows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flower's stem writhe in a fluid, serpentine motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the petals tremble convulsively at a high frequency?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048666588962078094 + ], + "opposite_logprob_tokens": [ + -3.048666477203369 + ], + "logprob_reward": -0.048666588962078094, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048666588962078094, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.019809752702713013, + 0.008107373490929604, + 0.018213868141174316, + 0.009283936582505703, + 0.00597256887704134, + 0.015077806077897549, + 0.052105873823165894, + 0.7908420562744141, + 0.06698638945817947, + 0.013600441627204418 + ], + "top_frames": [ + 7, + 8, + 6 + ], + "selected_reward": -0.048666588962078094 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single dill flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly low and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a heavily blurred garden with muted greens and yellows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flower's stem writhe in a fluid, serpentine motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the petals tremble convulsively at a high frequency?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022018731106072664 + ], + "opposite_logprob_tokens": [ + -6.127202033996582 + ], + "logprob_reward": -0.0022018731106072664, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022018731106072664, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.045108720660209656, + 0.034298527985811234, + 0.03205515816807747, + 0.016956647858023643, + 0.040682073682546616, + 0.03671090677380562, + 0.03910263255238533, + 0.6207738518714905, + 0.04912279173731804, + 0.08518871665000916 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.0022018731106072664 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single dill flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly low and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a heavily blurred garden with muted greens and yellows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flower's stem writhe in a fluid, serpentine motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the petals tremble convulsively at a high frequency?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933618783950806 + ], + "opposite_logprob_tokens": [ + -0.6933618783950806 + ], + "logprob_reward": -0.6933618783950806, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933618783950806, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.029057040810585022, + 0.01372186653316021, + 0.01234036311507225, + 0.018600838258862495, + 0.027401722967624664, + 0.02092146687209606, + 0.1294570416212082, + 0.6629199385643005, + 0.03335810825228691, + 0.052221573889255524 + ], + "top_frames": [ + 7, + 6, + 9 + ], + "selected_reward": -0.6933618783950806 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single dill flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly low and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a heavily blurred garden with muted greens and yellows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flower's stem writhe in a fluid, serpentine motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the petals tremble convulsively at a high frequency?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578976154327393 + ], + "opposite_logprob_tokens": [ + -0.6328976154327393 + ], + "logprob_reward": -0.7578976154327393, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578976154327393, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.03904996067285538, + 0.01620783843100071, + 0.03165905922651291, + 0.01906668208539486, + 0.0165266040712595, + 0.039637088775634766, + 0.10315857827663422, + 0.6193196773529053, + 0.04748187214136124, + 0.06789252907037735 + ], + "top_frames": [ + 7, + 6, + 9 + ], + "selected_reward": -0.7578976154327393 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_10/index_tensor([5292, 5292])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_10/index_tensor([5292, 5292])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c875b88a1d2a6148c49f3ba454eaf5415915c368 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_10/index_tensor([5292, 5292])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The shot begins with a high-angle shot. As the camera moves ever-so-slowly forward, layers of terraced rice paddies, filled with clear water, unfold across the frame, their contours undulating along the mountainside. Soft, golden morning sunlight slants across the mirror-like surface, reflecting the azure sky and a few wisps of cloud, and even creating shimmering ripples. As the camera moves closer, the focus gradually shifts from the grand landscape to the microscopic details of life: clusters of juicy, emerald green rice seedlings struggle to break through the water, their curled leaves slowly unfurling in the water, their tips adorned with crystal-clear water droplets reflecting the morning light. The entire scene exudes a sense of profound tranquility and vibrant vitality. The dominant colors are the clear blue of the water and the vibrant green of the rice seedlings, punctuated by warm golden sunlight, creating a pastoral atmosphere imbued with poetry and hope.", + "seed": 10915, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_10/index_5292_seed_10915_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.021579138189554214, + "vlm_logprob": -0.021579138189554214, + "vlm_yes_no_margin": 4.55, + "vlm_token_credit": -0.021579138189554214, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move slowly forward through layers of terraced rice paddies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the rice paddies filled with clear water reflecting an azure sky and clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the focus shift from the landscape to emerald green rice seedlings with water droplets on their tips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft golden morning sunlight slanting across the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021609334275126457 + ], + "opposite_logprob_tokens": [ + -3.896609306335449 + ], + "logprob_reward": -0.021609334275126457, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.021609334275126457, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2490788698196411, + 0.18059489130973816, + 0.09890519082546234, + 0.05108599737286568, + 0.12529006600379944, + 0.0976247638463974, + 0.042642686516046524, + 0.05563855916261673, + 0.07547812908887863, + 0.023660870268940926 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.021609334275126457 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move slowly forward through layers of terraced rice paddies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the rice paddies filled with clear water reflecting an azure sky and clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the focus shift from the landscape to emerald green rice seedlings with water droplets on their tips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft golden morning sunlight slanting across the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371642529964447 + ], + "opposite_logprob_tokens": [ + -3.4087164402008057 + ], + "logprob_reward": -0.03371642529964447, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371642529964447, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07300429046154022, + 0.06336472928524017, + 0.22783106565475464, + 0.06365016102790833, + 0.014535550028085709, + 0.14831919968128204, + 0.058585211634635925, + 0.13073265552520752, + 0.1728997677564621, + 0.04707736149430275 + ], + "top_frames": [ + 2, + 8, + 5 + ], + "selected_reward": -0.03371642529964447 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move slowly forward through layers of terraced rice paddies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the rice paddies filled with clear water reflecting an azure sky and clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the focus shift from the landscape to emerald green rice seedlings with water droplets on their tips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft golden morning sunlight slanting across the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022005646023899317 + ], + "opposite_logprob_tokens": [ + -6.127200603485107 + ], + "logprob_reward": -0.0022005646023899317, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022005646023899317, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31531959772109985, + 0.05334305018186569, + 0.1366317868232727, + 0.03733860328793526, + 0.03849934786558151, + 0.04308454319834709, + 0.02359524555504322, + 0.06646381318569183, + 0.23812738060951233, + 0.047596562653779984 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.0022005646023899317 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move slowly forward through layers of terraced rice paddies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the rice paddies filled with clear water reflecting an azure sky and clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the focus shift from the landscape to emerald green rice seedlings with water droplets on their tips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft golden morning sunlight slanting across the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017130000051110983 + ], + "opposite_logprob_tokens": [ + -6.376712799072266 + ], + "logprob_reward": -0.0017130000051110983, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017130000051110983, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2617964446544647, + 0.074642114341259, + 0.08389206230640411, + 0.046682581305503845, + 0.05029182508587837, + 0.050666894763708115, + 0.09307948499917984, + 0.10874036699533463, + 0.15319880843162537, + 0.07700946927070618 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.0017130000051110983 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move slowly forward through layers of terraced rice paddies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the rice paddies filled with clear water reflecting an azure sky and clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the focus shift from the landscape to emerald green rice seedlings with water droplets on their tips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft golden morning sunlight slanting across the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048656366765499115 + ], + "opposite_logprob_tokens": [ + -3.048656463623047 + ], + "logprob_reward": -0.048656366765499115, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048656366765499115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11729656159877777, + 0.038916949182748795, + 0.034580398350954056, + 0.03315630182623863, + 0.03608608990907669, + 0.4605189859867096, + 0.021167151629924774, + 0.04189622029662132, + 0.16491378843784332, + 0.051467545330524445 + ], + "top_frames": [ + 5, + 8, + 0 + ], + "selected_reward": -0.048656366765499115 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The shot begins with a high-angle shot. As the camera moves ever-so-slowly forward, layers of terraced rice paddies, filled with clear water, unfold across the frame, their contours undulating along the mountainside. Soft, golden morning sunlight slants across the mirror-like surface, reflecting the azure sky and a few wisps of cloud, and even creating shimmering ripples. As the camera moves closer, the focus gradually shifts from the grand landscape to the microscopic details of life: clusters of juicy, emerald green rice seedlings struggle to break through the water, their curled leaves slowly unfurling in the water, their tips adorned with crystal-clear water droplets reflecting the morning light. The entire scene exudes a sense of profound tranquility and vibrant vitality. The dominant colors are the clear blue of the water and the vibrant green of the rice seedlings, punctuated by warm golden sunlight, creating a pastoral atmosphere imbued with poetry and hope.", + "seed": 10916, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_10/index_5292_seed_10916_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.010350250895135105, + "vlm_logprob": -0.010350250895135105, + "vlm_yes_no_margin": 4.975, + "vlm_token_credit": -0.010350250895135105, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move slowly forward through layers of terraced rice paddies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the rice paddies filled with clear water reflecting an azure sky and clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the focus shift from the landscape to emerald green rice seedlings with water droplets on their tips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft golden morning sunlight slanting across the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009964484721422195 + ], + "opposite_logprob_tokens": [ + -4.759964466094971 + ], + "logprob_reward": -0.009964484721422195, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.009964484721422195, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1227661520242691, + 0.08811772614717484, + 0.0982937440276146, + 0.04581739753484726, + 0.035734355449676514, + 0.13504990935325623, + 0.1406429260969162, + 0.23043332993984222, + 0.054585907608270645, + 0.0485585555434227 + ], + "top_frames": [ + 7, + 6, + 5 + ], + "selected_reward": -0.009964484721422195 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move slowly forward through layers of terraced rice paddies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the rice paddies filled with clear water reflecting an azure sky and clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the focus shift from the landscape to emerald green rice seedlings with water droplets on their tips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft golden morning sunlight slanting across the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0160837359726429 + ], + "opposite_logprob_tokens": [ + -4.141083717346191 + ], + "logprob_reward": -0.0160837359726429, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.0160837359726429, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1301223188638687, + 0.08548826724290848, + 0.1984025239944458, + 0.1225556954741478, + 0.03576375171542168, + 0.10280023515224457, + 0.1699863225221634, + 0.03915223106741905, + 0.06182365491986275, + 0.053904980421066284 + ], + "top_frames": [ + 2, + 6, + 0 + ], + "selected_reward": -0.0160837359726429 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move slowly forward through layers of terraced rice paddies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the rice paddies filled with clear water reflecting an azure sky and clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the focus shift from the landscape to emerald green rice seedlings with water droplets on their tips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft golden morning sunlight slanting across the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015151937259361148 + ], + "opposite_logprob_tokens": [ + -6.5015153884887695 + ], + "logprob_reward": -0.0015151937259361148, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015151937259361148, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10171277821063995, + 0.10039225965738297, + 0.18819361925125122, + 0.12702558934688568, + 0.1113775223493576, + 0.05500584840774536, + 0.05114313215017319, + 0.07583286613225937, + 0.05065692961215973, + 0.13865943253040314 + ], + "top_frames": [ + 2, + 9, + 3 + ], + "selected_reward": -0.0015151937259361148 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move slowly forward through layers of terraced rice paddies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the rice paddies filled with clear water reflecting an azure sky and clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the focus shift from the landscape to emerald green rice seedlings with water droplets on their tips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft golden morning sunlight slanting across the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003612422849982977 + ], + "opposite_logprob_tokens": [ + -5.628612518310547 + ], + "logprob_reward": -0.003612422849982977, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003612422849982977, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07660878449678421, + 0.055508144199848175, + 0.16119277477264404, + 0.10955038666725159, + 0.033958349376916885, + 0.1497863382101059, + 0.06598258763551712, + 0.05053170025348663, + 0.07420952618122101, + 0.22267143428325653 + ], + "top_frames": [ + 9, + 2, + 5 + ], + "selected_reward": -0.003612422849982977 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move slowly forward through layers of terraced rice paddies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the rice paddies filled with clear water reflecting an azure sky and clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the focus shift from the landscape to emerald green rice seedlings with water droplets on their tips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft golden morning sunlight slanting across the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020575417205691338 + ], + "opposite_logprob_tokens": [ + -3.895575523376465 + ], + "logprob_reward": -0.020575417205691338, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020575417205691338, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11091364920139313, + 0.053938183933496475, + 0.15030662715435028, + 0.048591550439596176, + 0.11432450264692307, + 0.023934204131364822, + 0.07173071801662445, + 0.0667843371629715, + 0.26633375883102417, + 0.09314244240522385 + ], + "top_frames": [ + 8, + 2, + 4 + ], + "selected_reward": -0.020575417205691338 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The shot begins with a high-angle shot. As the camera moves ever-so-slowly forward, layers of terraced rice paddies, filled with clear water, unfold across the frame, their contours undulating along the mountainside. Soft, golden morning sunlight slants across the mirror-like surface, reflecting the azure sky and a few wisps of cloud, and even creating shimmering ripples. As the camera moves closer, the focus gradually shifts from the grand landscape to the microscopic details of life: clusters of juicy, emerald green rice seedlings struggle to break through the water, their curled leaves slowly unfurling in the water, their tips adorned with crystal-clear water droplets reflecting the morning light. The entire scene exudes a sense of profound tranquility and vibrant vitality. The dominant colors are the clear blue of the water and the vibrant green of the rice seedlings, punctuated by warm golden sunlight, creating a pastoral atmosphere imbued with poetry and hope.", + "seed": 10917, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_10/index_5292_seed_10917_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.02180358609184623, + "vlm_logprob": -0.02180358609184623, + "vlm_yes_no_margin": 4.3, + "vlm_token_credit": -0.02180358609184623, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move slowly forward through layers of terraced rice paddies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the rice paddies filled with clear water reflecting an azure sky and clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the focus shift from the landscape to emerald green rice seedlings with water droplets on their tips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft golden morning sunlight slanting across the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02249602973461151 + ], + "opposite_logprob_tokens": [ + -3.897495985031128 + ], + "logprob_reward": -0.02249602973461151, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02249602973461151, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37530872225761414, + 0.06970327347517014, + 0.09676770120859146, + 0.02525181695818901, + 0.024363549426198006, + 0.02612248621881008, + 0.031191354617476463, + 0.02556668035686016, + 0.038279734551906586, + 0.2874446511268616 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.02249602973461151 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move slowly forward through layers of terraced rice paddies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the rice paddies filled with clear water reflecting an azure sky and clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the focus shift from the landscape to emerald green rice seedlings with water droplets on their tips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft golden morning sunlight slanting across the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0233157929033041 + ], + "opposite_logprob_tokens": [ + -3.773315906524658 + ], + "logprob_reward": -0.0233157929033041, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.0233157929033041, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1644151210784912, + 0.05367155000567436, + 0.07188340276479721, + 0.039414141327142715, + 0.0416950099170208, + 0.05914565548300743, + 0.07103625684976578, + 0.048438750207424164, + 0.09078554064035416, + 0.35951459407806396 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.0233157929033041 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move slowly forward through layers of terraced rice paddies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the rice paddies filled with clear water reflecting an azure sky and clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the focus shift from the landscape to emerald green rice seedlings with water droplets on their tips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft golden morning sunlight slanting across the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036200247704982758 + ], + "opposite_logprob_tokens": [ + -5.628620147705078 + ], + "logprob_reward": -0.0036200247704982758, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036200247704982758, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12354568392038345, + 0.04226172715425491, + 0.097446970641613, + 0.04024066776037216, + 0.029171200469136238, + 0.03576017916202545, + 0.0504172220826149, + 0.014697102829813957, + 0.1068764477968216, + 0.4595828056335449 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.0036200247704982758 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move slowly forward through layers of terraced rice paddies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the rice paddies filled with clear water reflecting an azure sky and clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the focus shift from the landscape to emerald green rice seedlings with water droplets on their tips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft golden morning sunlight slanting across the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046372017823159695 + ], + "opposite_logprob_tokens": [ + -5.379637241363525 + ], + "logprob_reward": -0.0046372017823159695, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046372017823159695, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.099880151450634, + 0.08143040537834167, + 0.043093569576740265, + 0.011544214561581612, + 0.02322431653738022, + 0.03850499168038368, + 0.03276021033525467, + 0.015006065368652344, + 0.013179214671254158, + 0.641376793384552 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.0046372017823159695 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move slowly forward through layers of terraced rice paddies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the rice paddies filled with clear water reflecting an azure sky and clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the focus shift from the landscape to emerald green rice seedlings with water droplets on their tips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft golden morning sunlight slanting across the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05494888126850128 + ], + "opposite_logprob_tokens": [ + -2.9299488067626953 + ], + "logprob_reward": -0.05494888126850128, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05494888126850128, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34283092617988586, + 0.05433989316225052, + 0.01357449870556593, + 0.01859220117330551, + 0.039601054042577744, + 0.01899030990898609, + 0.01689973473548889, + 0.015048786997795105, + 0.013015704229474068, + 0.4671068489551544 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.05494888126850128 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The shot begins with a high-angle shot. As the camera moves ever-so-slowly forward, layers of terraced rice paddies, filled with clear water, unfold across the frame, their contours undulating along the mountainside. Soft, golden morning sunlight slants across the mirror-like surface, reflecting the azure sky and a few wisps of cloud, and even creating shimmering ripples. As the camera moves closer, the focus gradually shifts from the grand landscape to the microscopic details of life: clusters of juicy, emerald green rice seedlings struggle to break through the water, their curled leaves slowly unfurling in the water, their tips adorned with crystal-clear water droplets reflecting the morning light. The entire scene exudes a sense of profound tranquility and vibrant vitality. The dominant colors are the clear blue of the water and the vibrant green of the rice seedlings, punctuated by warm golden sunlight, creating a pastoral atmosphere imbued with poetry and hope.", + "seed": 10918, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_10/index_5292_seed_10918_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06393854040652514, + "vlm_logprob": -0.06393854040652514, + "vlm_yes_no_margin": 3.475, + "vlm_token_credit": -0.06393854040652514, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move slowly forward through layers of terraced rice paddies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the rice paddies filled with clear water reflecting an azure sky and clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the focus shift from the landscape to emerald green rice seedlings with water droplets on their tips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft golden morning sunlight slanting across the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2277211844921112 + ], + "opposite_logprob_tokens": [ + -1.6027212142944336 + ], + "logprob_reward": -0.2277211844921112, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2277211844921112, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16164296865463257, + 0.05745219066739082, + 0.08548490703105927, + 0.1445707529783249, + 0.10665400326251984, + 0.16508735716342926, + 0.06963136792182922, + 0.07525310665369034, + 0.08664512634277344, + 0.04757815599441528 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.2277211844921112 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move slowly forward through layers of terraced rice paddies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the rice paddies filled with clear water reflecting an azure sky and clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the focus shift from the landscape to emerald green rice seedlings with water droplets on their tips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft golden morning sunlight slanting across the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033724378794431686 + ], + "opposite_logprob_tokens": [ + -3.408724308013916 + ], + "logprob_reward": -0.033724378794431686, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033724378794431686, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.051736991852521896, + 0.030981184914708138, + 0.1157284751534462, + 0.05342619866132736, + 0.04927140474319458, + 0.10061690211296082, + 0.3162766396999359, + 0.1408635973930359, + 0.10977978259325027, + 0.03131882846355438 + ], + "top_frames": [ + 6, + 7, + 2 + ], + "selected_reward": -0.033724378794431686 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move slowly forward through layers of terraced rice paddies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the rice paddies filled with clear water reflecting an azure sky and clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the focus shift from the landscape to emerald green rice seedlings with water droplets on their tips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft golden morning sunlight slanting across the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01419964898377657 + ], + "opposite_logprob_tokens": [ + -4.264199733734131 + ], + "logprob_reward": -0.01419964898377657, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01419964898377657, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06101078540086746, + 0.08369075506925583, + 0.09284314513206482, + 0.11744396388530731, + 0.05623422563076019, + 0.05906761810183525, + 0.24674111604690552, + 0.07082118839025497, + 0.11753161251544952, + 0.09461560100317001 + ], + "top_frames": [ + 6, + 8, + 3 + ], + "selected_reward": -0.01419964898377657 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move slowly forward through layers of terraced rice paddies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the rice paddies filled with clear water reflecting an azure sky and clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the focus shift from the landscape to emerald green rice seedlings with water droplets on their tips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft golden morning sunlight slanting across the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005948696285486221 + ], + "opposite_logprob_tokens": [ + -5.130948543548584 + ], + "logprob_reward": -0.005948696285486221, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005948696285486221, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05158672109246254, + 0.04020209237933159, + 0.15103940665721893, + 0.04616425931453705, + 0.15499277412891388, + 0.06751610338687897, + 0.07063997536897659, + 0.08140256255865097, + 0.27969297766685486, + 0.05676309019327164 + ], + "top_frames": [ + 8, + 4, + 2 + ], + "selected_reward": -0.005948696285486221 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move slowly forward through layers of terraced rice paddies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the rice paddies filled with clear water reflecting an azure sky and clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the focus shift from the landscape to emerald green rice seedlings with water droplets on their tips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft golden morning sunlight slanting across the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809879347681999 + ], + "opposite_logprob_tokens": [ + -3.2880988121032715 + ], + "logprob_reward": -0.03809879347681999, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809879347681999, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15129905939102173, + 0.045466143637895584, + 0.03845546022057533, + 0.19067911803722382, + 0.12610465288162231, + 0.07190456241369247, + 0.03887586668133736, + 0.07671597599983215, + 0.10755278170108795, + 0.15294641256332397 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.03809879347681999 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_11/index_tensor([5042, 5042])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_11/index_tensor([5042, 5042])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..3dbe833f3ae79d2342741b14ebd40af5204831c9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_11/index_tensor([5042, 5042])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The camera executed a slow, hypnotic orbital pan, revealing a vast, Giger-esque biomechanical colony suspended in the crushed, pitch-black interior of an otherworldly abyssal ocean. This massive structure was a sprawling, interconnected network of antler-like forms, their surface a nightmarish fusion of chitinous exoskeletons, corroded black metal, and gleaming bone. Ribbed vertebral spires intertwined with polished phallic tubes and gaping bony orifices, the entire structure smooth and filled with a viscous black fluid. Deep within its translucent skeletal framework, a sickly yellow-green bioluminescence pulsated with the slow, rhythmic throbbing of a diseased heart, casting long, twisted shadows into the void. As the camera continued its steady rotation, the coral colony engaged in an eerie interpretation of coral courtship: its orifices steadily expanded, expelling clouds of shimmering, milky-white eggs. Rather than violent eruptions, these pearlescent spores ooze outward in slow-motion, gelatinous waterfalls, drifting into the abyss as iridescent particles that catch flickering green light, creating a hypnotic, swirling cloud of alien origin that imbues the scene with an atmosphere of profound dread and profane beauty.", + "seed": 7740, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_11/index_5042_seed_7740_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06158612340223044, + "vlm_logprob": -0.06158612340223044, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.06158612340223044, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, steady orbital pan around the central structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the crushed, pitch-black interior of an otherworldly abyssal ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the structure feature a fusion of antler-like forms, chitinous exoskeletons, corroded black metal, and gleaming bone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are ribbed vertebral spires intertwined with polished phallic tubes and gaping bony orifices visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the orifices expand to expel shimmering, milky-white eggs that drift as iridescent particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07949217408895493 + ], + "opposite_logprob_tokens": [ + -2.7044920921325684 + ], + "logprob_reward": -0.07949217408895493, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07949217408895493, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06821031868457794, + 0.12478473037481308, + 0.0820266604423523, + 0.0378374345600605, + 0.0728246346116066, + 0.045072440057992935, + 0.07321573048830032, + 0.4017648696899414, + 0.04482945427298546, + 0.049433644860982895 + ], + "top_frames": [ + 7, + 1, + 2 + ], + "selected_reward": -0.07949217408895493 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, steady orbital pan around the central structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the crushed, pitch-black interior of an otherworldly abyssal ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the structure feature a fusion of antler-like forms, chitinous exoskeletons, corroded black metal, and gleaming bone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are ribbed vertebral spires intertwined with polished phallic tubes and gaping bony orifices visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the orifices expand to expel shimmering, milky-white eggs that drift as iridescent particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20156584680080414 + ], + "opposite_logprob_tokens": [ + -1.7015658617019653 + ], + "logprob_reward": -0.20156584680080414, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20156584680080414, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11361610144376755, + 0.1393682211637497, + 0.1303914189338684, + 0.04473983496427536, + 0.0586496964097023, + 0.03082928992807865, + 0.04147666320204735, + 0.2503628134727478, + 0.03137773275375366, + 0.1591881811618805 + ], + "top_frames": [ + 7, + 9, + 1 + ], + "selected_reward": -0.20156584680080414 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, steady orbital pan around the central structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the crushed, pitch-black interior of an otherworldly abyssal ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the structure feature a fusion of antler-like forms, chitinous exoskeletons, corroded black metal, and gleaming bone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are ribbed vertebral spires intertwined with polished phallic tubes and gaping bony orifices visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the orifices expand to expel shimmering, milky-white eggs that drift as iridescent particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001947531825862825 + ], + "opposite_logprob_tokens": [ + -6.251947402954102 + ], + "logprob_reward": -0.001947531825862825, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.001947531825862825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1208004355430603, + 0.11898252367973328, + 0.06799717992544174, + 0.028843114152550697, + 0.03470594435930252, + 0.4607522785663605, + 0.06815929710865021, + 0.025594383478164673, + 0.020814822986721992, + 0.05334998294711113 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.001947531825862825 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, steady orbital pan around the central structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the crushed, pitch-black interior of an otherworldly abyssal ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the structure feature a fusion of antler-like forms, chitinous exoskeletons, corroded black metal, and gleaming bone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are ribbed vertebral spires intertwined with polished phallic tubes and gaping bony orifices visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the orifices expand to expel shimmering, milky-white eggs that drift as iridescent particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006740570068359375 + ], + "opposite_logprob_tokens": [ + -5.006740570068359 + ], + "logprob_reward": -0.006740570068359375, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006740570068359375, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11810552328824997, + 0.14555637538433075, + 0.07462484389543533, + 0.031014753505587578, + 0.0360230915248394, + 0.11374116688966751, + 0.11528798192739487, + 0.1983344852924347, + 0.019568808376789093, + 0.14774294197559357 + ], + "top_frames": [ + 7, + 9, + 1 + ], + "selected_reward": -0.006740570068359375 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, steady orbital pan around the central structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the crushed, pitch-black interior of an otherworldly abyssal ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the structure feature a fusion of antler-like forms, chitinous exoskeletons, corroded black metal, and gleaming bone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are ribbed vertebral spires intertwined with polished phallic tubes and gaping bony orifices visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the orifices expand to expel shimmering, milky-white eggs that drift as iridescent particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018184494227170944 + ], + "opposite_logprob_tokens": [ + -4.018184661865234 + ], + "logprob_reward": -0.018184494227170944, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018184494227170944, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06436530500650406, + 0.07793334871530533, + 0.014038024470210075, + 0.010698077268898487, + 0.023482410237193108, + 0.4786660969257355, + 0.09084067493677139, + 0.05695619061589241, + 0.016236256808042526, + 0.16678369045257568 + ], + "top_frames": [ + 5, + 9, + 6 + ], + "selected_reward": -0.018184494227170944 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The camera executed a slow, hypnotic orbital pan, revealing a vast, Giger-esque biomechanical colony suspended in the crushed, pitch-black interior of an otherworldly abyssal ocean. This massive structure was a sprawling, interconnected network of antler-like forms, their surface a nightmarish fusion of chitinous exoskeletons, corroded black metal, and gleaming bone. Ribbed vertebral spires intertwined with polished phallic tubes and gaping bony orifices, the entire structure smooth and filled with a viscous black fluid. Deep within its translucent skeletal framework, a sickly yellow-green bioluminescence pulsated with the slow, rhythmic throbbing of a diseased heart, casting long, twisted shadows into the void. As the camera continued its steady rotation, the coral colony engaged in an eerie interpretation of coral courtship: its orifices steadily expanded, expelling clouds of shimmering, milky-white eggs. Rather than violent eruptions, these pearlescent spores ooze outward in slow-motion, gelatinous waterfalls, drifting into the abyss as iridescent particles that catch flickering green light, creating a hypnotic, swirling cloud of alien origin that imbues the scene with an atmosphere of profound dread and profane beauty.", + "seed": 7741, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_11/index_5042_seed_7741_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.042738585942424835, + "vlm_logprob": -0.042738585942424835, + "vlm_yes_no_margin": 4.375, + "vlm_token_credit": -0.042738585942424835, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, steady orbital pan around the central structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the crushed, pitch-black interior of an otherworldly abyssal ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the structure feature a fusion of antler-like forms, chitinous exoskeletons, corroded black metal, and gleaming bone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are ribbed vertebral spires intertwined with polished phallic tubes and gaping bony orifices visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the orifices expand to expel shimmering, milky-white eggs that drift as iridescent particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07423033565282822 + ], + "opposite_logprob_tokens": [ + -2.824230432510376 + ], + "logprob_reward": -0.07423033565282822, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.07423033565282822, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1352975219488144, + 0.3463040292263031, + 0.05857938155531883, + 0.04156167805194855, + 0.0732375830411911, + 0.06523163616657257, + 0.08046245574951172, + 0.04333644360303879, + 0.0502379946410656, + 0.10575128346681595 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.07423033565282822 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, steady orbital pan around the central structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the crushed, pitch-black interior of an otherworldly abyssal ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the structure feature a fusion of antler-like forms, chitinous exoskeletons, corroded black metal, and gleaming bone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are ribbed vertebral spires intertwined with polished phallic tubes and gaping bony orifices visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the orifices expand to expel shimmering, milky-white eggs that drift as iridescent particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270741969347 + ], + "opposite_logprob_tokens": [ + -2.1270742416381836 + ], + "logprob_reward": -0.1270741969347, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270741969347, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4394884705543518, + 0.22879426181316376, + 0.029203033074736595, + 0.028586547821760178, + 0.051347509026527405, + 0.07528579235076904, + 0.04439261555671692, + 0.017590541392564774, + 0.022242357954382896, + 0.06306882202625275 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.1270741969347 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, steady orbital pan around the central structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the crushed, pitch-black interior of an otherworldly abyssal ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the structure feature a fusion of antler-like forms, chitinous exoskeletons, corroded black metal, and gleaming bone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are ribbed vertebral spires intertwined with polished phallic tubes and gaping bony orifices visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the orifices expand to expel shimmering, milky-white eggs that drift as iridescent particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011855486081913114 + ], + "opposite_logprob_tokens": [ + -6.751185417175293 + ], + "logprob_reward": -0.0011855486081913114, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011855486081913114, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24453119933605194, + 0.1710556149482727, + 0.07089593261480331, + 0.03204376995563507, + 0.05959467217326164, + 0.0994672030210495, + 0.11024412512779236, + 0.04790632426738739, + 0.06599018722772598, + 0.09827104955911636 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.0011855486081913114 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, steady orbital pan around the central structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the crushed, pitch-black interior of an otherworldly abyssal ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the structure feature a fusion of antler-like forms, chitinous exoskeletons, corroded black metal, and gleaming bone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are ribbed vertebral spires intertwined with polished phallic tubes and gaping bony orifices visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the orifices expand to expel shimmering, milky-white eggs that drift as iridescent particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00525664072483778 + ], + "opposite_logprob_tokens": [ + -5.255256652832031 + ], + "logprob_reward": -0.00525664072483778, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.00525664072483778, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11625994741916656, + 0.356290727853775, + 0.05998946353793144, + 0.022431185469031334, + 0.028200607746839523, + 0.049331918358802795, + 0.1788293421268463, + 0.04086574912071228, + 0.05479511618614197, + 0.09300589561462402 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.00525664072483778 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, steady orbital pan around the central structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the crushed, pitch-black interior of an otherworldly abyssal ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the structure feature a fusion of antler-like forms, chitinous exoskeletons, corroded black metal, and gleaming bone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are ribbed vertebral spires intertwined with polished phallic tubes and gaping bony orifices visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the orifices expand to expel shimmering, milky-white eggs that drift as iridescent particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005946207791566849 + ], + "opposite_logprob_tokens": [ + -5.130946159362793 + ], + "logprob_reward": -0.005946207791566849, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005946207791566849, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23587220907211304, + 0.29268679022789, + 0.0781349390745163, + 0.030353199690580368, + 0.04416278377175331, + 0.06225338578224182, + 0.07000719755887985, + 0.05761547014117241, + 0.06581998616456985, + 0.06309409439563751 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.005946207791566849 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The camera executed a slow, hypnotic orbital pan, revealing a vast, Giger-esque biomechanical colony suspended in the crushed, pitch-black interior of an otherworldly abyssal ocean. This massive structure was a sprawling, interconnected network of antler-like forms, their surface a nightmarish fusion of chitinous exoskeletons, corroded black metal, and gleaming bone. Ribbed vertebral spires intertwined with polished phallic tubes and gaping bony orifices, the entire structure smooth and filled with a viscous black fluid. Deep within its translucent skeletal framework, a sickly yellow-green bioluminescence pulsated with the slow, rhythmic throbbing of a diseased heart, casting long, twisted shadows into the void. As the camera continued its steady rotation, the coral colony engaged in an eerie interpretation of coral courtship: its orifices steadily expanded, expelling clouds of shimmering, milky-white eggs. Rather than violent eruptions, these pearlescent spores ooze outward in slow-motion, gelatinous waterfalls, drifting into the abyss as iridescent particles that catch flickering green light, creating a hypnotic, swirling cloud of alien origin that imbues the scene with an atmosphere of profound dread and profane beauty.", + "seed": 7742, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_11/index_5042_seed_7742_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04601021190173924, + "vlm_logprob": -0.04601021190173924, + "vlm_yes_no_margin": 3.9749999761581423, + "vlm_token_credit": -0.04601021190173924, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, steady orbital pan around the central structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the crushed, pitch-black interior of an otherworldly abyssal ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the structure feature a fusion of antler-like forms, chitinous exoskeletons, corroded black metal, and gleaming bone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are ribbed vertebral spires intertwined with polished phallic tubes and gaping bony orifices visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the orifices expand to expel shimmering, milky-white eggs that drift as iridescent particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.052716419100761414 + ], + "opposite_logprob_tokens": [ + -3.1777164936065674 + ], + "logprob_reward": -0.052716419100761414, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.052716419100761414, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11463700234889984, + 0.11142575740814209, + 0.069318026304245, + 0.09241542965173721, + 0.03193170949816704, + 0.0403396338224411, + 0.10569097846746445, + 0.2500721514225006, + 0.14616036415100098, + 0.038008980453014374 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.052716419100761414 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, steady orbital pan around the central structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the crushed, pitch-black interior of an otherworldly abyssal ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the structure feature a fusion of antler-like forms, chitinous exoskeletons, corroded black metal, and gleaming bone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are ribbed vertebral spires intertwined with polished phallic tubes and gaping bony orifices visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the orifices expand to expel shimmering, milky-white eggs that drift as iridescent particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428300142288208 + ], + "opposite_logprob_tokens": [ + -2.0178298950195312 + ], + "logprob_reward": -0.1428300142288208, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.1428300142288208, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26909521222114563, + 0.09899060428142548, + 0.08872268348932266, + 0.13075974583625793, + 0.11673232167959213, + 0.07255019247531891, + 0.08524682372808456, + 0.043375078588724136, + 0.061396002769470215, + 0.03313137963414192 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.1428300142288208 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, steady orbital pan around the central structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the crushed, pitch-black interior of an otherworldly abyssal ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the structure feature a fusion of antler-like forms, chitinous exoskeletons, corroded black metal, and gleaming bone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are ribbed vertebral spires intertwined with polished phallic tubes and gaping bony orifices visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the orifices expand to expel shimmering, milky-white eggs that drift as iridescent particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022048468235880136 + ], + "opposite_logprob_tokens": [ + -6.127204895019531 + ], + "logprob_reward": -0.0022048468235880136, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022048468235880136, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20859788358211517, + 0.06307864934206009, + 0.15974974632263184, + 0.1660701483488083, + 0.07400603592395782, + 0.07261205464601517, + 0.07330656051635742, + 0.05659117549657822, + 0.06547565013170242, + 0.06051213666796684 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.0022048468235880136 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, steady orbital pan around the central structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the crushed, pitch-black interior of an otherworldly abyssal ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the structure feature a fusion of antler-like forms, chitinous exoskeletons, corroded black metal, and gleaming bone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are ribbed vertebral spires intertwined with polished phallic tubes and gaping bony orifices visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the orifices expand to expel shimmering, milky-white eggs that drift as iridescent particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005954977124929428 + ], + "opposite_logprob_tokens": [ + -5.130954742431641 + ], + "logprob_reward": -0.005954977124929428, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005954977124929428, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15157347917556763, + 0.10617971420288086, + 0.13048335909843445, + 0.10814718902111053, + 0.1772342324256897, + 0.060410574078559875, + 0.08106978237628937, + 0.0788378044962883, + 0.06364725530147552, + 0.04241662472486496 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.005954977124929428 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, steady orbital pan around the central structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the crushed, pitch-black interior of an otherworldly abyssal ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the structure feature a fusion of antler-like forms, chitinous exoskeletons, corroded black metal, and gleaming bone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are ribbed vertebral spires intertwined with polished phallic tubes and gaping bony orifices visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the orifices expand to expel shimmering, milky-white eggs that drift as iridescent particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026344802230596542 + ], + "opposite_logprob_tokens": [ + -3.6513447761535645 + ], + "logprob_reward": -0.026344802230596542, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026344802230596542, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09845776110887527, + 0.060175202786922455, + 0.08433852344751358, + 0.041910286992788315, + 0.05027902498841286, + 0.13754042983055115, + 0.2002144604921341, + 0.11148027330636978, + 0.09544432163238525, + 0.12015970796346664 + ], + "top_frames": [ + 6, + 5, + 9 + ], + "selected_reward": -0.026344802230596542 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The camera executed a slow, hypnotic orbital pan, revealing a vast, Giger-esque biomechanical colony suspended in the crushed, pitch-black interior of an otherworldly abyssal ocean. This massive structure was a sprawling, interconnected network of antler-like forms, their surface a nightmarish fusion of chitinous exoskeletons, corroded black metal, and gleaming bone. Ribbed vertebral spires intertwined with polished phallic tubes and gaping bony orifices, the entire structure smooth and filled with a viscous black fluid. Deep within its translucent skeletal framework, a sickly yellow-green bioluminescence pulsated with the slow, rhythmic throbbing of a diseased heart, casting long, twisted shadows into the void. As the camera continued its steady rotation, the coral colony engaged in an eerie interpretation of coral courtship: its orifices steadily expanded, expelling clouds of shimmering, milky-white eggs. Rather than violent eruptions, these pearlescent spores ooze outward in slow-motion, gelatinous waterfalls, drifting into the abyss as iridescent particles that catch flickering green light, creating a hypnotic, swirling cloud of alien origin that imbues the scene with an atmosphere of profound dread and profane beauty.", + "seed": 7743, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_11/index_5042_seed_7743_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.11106170858256519, + "vlm_logprob": -0.11106170858256519, + "vlm_yes_no_margin": 3.225, + "vlm_token_credit": -0.11106170858256519, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, steady orbital pan around the central structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the crushed, pitch-black interior of an otherworldly abyssal ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the structure feature a fusion of antler-like forms, chitinous exoskeletons, corroded black metal, and gleaming bone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are ribbed vertebral spires intertwined with polished phallic tubes and gaping bony orifices visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the orifices expand to expel shimmering, milky-white eggs that drift as iridescent particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17503026127815247 + ], + "opposite_logprob_tokens": [ + -1.92503023147583 + ], + "logprob_reward": -0.17503026127815247, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.17503026127815247, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20250532031059265, + 0.05714581161737442, + 0.0736013874411583, + 0.11087706685066223, + 0.11760587990283966, + 0.09344538301229477, + 0.12439271807670593, + 0.05753357708454132, + 0.08699575066566467, + 0.07589708268642426 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.17503026127815247 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, steady orbital pan around the central structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the crushed, pitch-black interior of an otherworldly abyssal ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the structure feature a fusion of antler-like forms, chitinous exoskeletons, corroded black metal, and gleaming bone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are ribbed vertebral spires intertwined with polished phallic tubes and gaping bony orifices visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the orifices expand to expel shimmering, milky-white eggs that drift as iridescent particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31347155570983887 + ], + "opposite_logprob_tokens": [ + -1.3134715557098389 + ], + "logprob_reward": -0.31347155570983887, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31347155570983887, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18428705632686615, + 0.09000492841005325, + 0.11350645124912262, + 0.09525950998067856, + 0.27965471148490906, + 0.02375960163772106, + 0.041411563754081726, + 0.07017779350280762, + 0.06575070321559906, + 0.03618772700428963 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.31347155570983887 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, steady orbital pan around the central structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the crushed, pitch-black interior of an otherworldly abyssal ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the structure feature a fusion of antler-like forms, chitinous exoskeletons, corroded black metal, and gleaming bone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are ribbed vertebral spires intertwined with polished phallic tubes and gaping bony orifices visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the orifices expand to expel shimmering, milky-white eggs that drift as iridescent particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032043324317783117 + ], + "opposite_logprob_tokens": [ + -5.753204345703125 + ], + "logprob_reward": -0.0032043324317783117, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032043324317783117, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14638099074363708, + 0.08110314607620239, + 0.06729751080274582, + 0.1316584050655365, + 0.11063451319932938, + 0.05656203627586365, + 0.212805837392807, + 0.06386159360408783, + 0.08134762942790985, + 0.048348329961299896 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.0032043324317783117 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, steady orbital pan around the central structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the crushed, pitch-black interior of an otherworldly abyssal ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the structure feature a fusion of antler-like forms, chitinous exoskeletons, corroded black metal, and gleaming bone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are ribbed vertebral spires intertwined with polished phallic tubes and gaping bony orifices visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the orifices expand to expel shimmering, milky-white eggs that drift as iridescent particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008648322895169258 + ], + "opposite_logprob_tokens": [ + -4.75864839553833 + ], + "logprob_reward": -0.008648322895169258, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008648322895169258, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10993479192256927, + 0.06550081074237823, + 0.04186747223138809, + 0.08369337767362595, + 0.13268133997917175, + 0.04913150146603584, + 0.3672775328159332, + 0.05461061745882034, + 0.04302864894270897, + 0.05227389931678772 + ], + "top_frames": [ + 6, + 4, + 0 + ], + "selected_reward": -0.008648322895169258 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, steady orbital pan around the central structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the crushed, pitch-black interior of an otherworldly abyssal ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the structure feature a fusion of antler-like forms, chitinous exoskeletons, corroded black metal, and gleaming bone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are ribbed vertebral spires intertwined with polished phallic tubes and gaping bony orifices visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the orifices expand to expel shimmering, milky-white eggs that drift as iridescent particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495407059788704 + ], + "opposite_logprob_tokens": [ + -2.9299540519714355 + ], + "logprob_reward": -0.05495407059788704, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495407059788704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11208545416593552, + 0.09748994559049606, + 0.08781855553388596, + 0.11888007819652557, + 0.0474531427025795, + 0.039688367396593094, + 0.29934558272361755, + 0.07130196690559387, + 0.045722030103206635, + 0.08021487295627594 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.05495407059788704 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_12/index_tensor([3240, 3240])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_12/index_tensor([3240, 3240])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8401e1b9de18f28ff01b5431f9d145767cffa03f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_12/index_tensor([3240, 3240])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The scene is captured through slow, sweeping camera rotations from a slightly elevated angle and rendered in a striking graphic novel style, characterized by bold, inky black outlines and dramatic, high-contrast shadows. Inside a vast food factory, a fierce thunderstorm rages outside, rain lashing against the large industrial windows. The factory's dim, functional lighting is suddenly completely overwhelmed by a brilliant flash of cold white lightning. In an instant, the entire space is starkly illuminated, revealing rows of massive cylindrical stainless steel vats, their metal surfaces defined by sharp, dark lines. Within them, thick bubbles of viscous, vibrantly colored liquid bubbled, their surfaces slowly crackling. The automated conveyor belts, a network of black rubber and steel, continuously transported a shimmering mass of multi-colored candy, each a perfect, glossy sphere. Flashes cast deep, elongated shadows from each machine, which then receded into darkness as the lightning faded, leaving the rhythmic hum of the factory and distant thunder to fill the tense, atmospheric silence.", + "seed": 22226, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_12/index_3240_seed_22226_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04726613629609346, + "vlm_logprob": -0.04726613629609346, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.04726613629609346, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a graphic novel style with bold, inky black outlines and high-contrast shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set inside a vast food factory with large industrial windows showing a fierce thunderstorm outside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are rows of massive cylindrical stainless steel vats visible, containing thick, vibrantly colored liquid with slowly crackling bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are automated conveyor belts transporting a shimmering mass of multi-colored, perfect, glossy sphere candies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute slow, sweeping rotations from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03395382687449455 + ], + "opposite_logprob_tokens": [ + -3.408953905105591 + ], + "logprob_reward": -0.03395382687449455, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03395382687449455, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0324505977332592, + 0.02186579443514347, + 0.01171823963522911, + 0.03804927319288254, + 0.02036086842417717, + 0.05064603313803673, + 0.7482489943504333, + 0.019688621163368225, + 0.039740677922964096, + 0.017230840399861336 + ], + "top_frames": [ + 6, + 5, + 8 + ], + "selected_reward": -0.03395382687449455 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a graphic novel style with bold, inky black outlines and high-contrast shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set inside a vast food factory with large industrial windows showing a fierce thunderstorm outside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are rows of massive cylindrical stainless steel vats visible, containing thick, vibrantly colored liquid with slowly crackling bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are automated conveyor belts transporting a shimmering mass of multi-colored, perfect, glossy sphere candies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute slow, sweeping rotations from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08902943134307861 + ], + "opposite_logprob_tokens": [ + -2.464029312133789 + ], + "logprob_reward": -0.08902943134307861, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08902943134307861, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.044974107295274734, + 0.046948354691267014, + 0.01277919951826334, + 0.018205082044005394, + 0.04194510728120804, + 0.1041802391409874, + 0.6533952951431274, + 0.022983936592936516, + 0.01586812175810337, + 0.03872048482298851 + ], + "top_frames": [ + 6, + 5, + 1 + ], + "selected_reward": -0.08902943134307861 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a graphic novel style with bold, inky black outlines and high-contrast shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set inside a vast food factory with large industrial windows showing a fierce thunderstorm outside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are rows of massive cylindrical stainless steel vats visible, containing thick, vibrantly colored liquid with slowly crackling bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are automated conveyor belts transporting a shimmering mass of multi-colored, perfect, glossy sphere candies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute slow, sweeping rotations from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023290520533919334 + ], + "opposite_logprob_tokens": [ + -3.7732906341552734 + ], + "logprob_reward": -0.023290520533919334, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023290520533919334, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.024497859179973602, + 0.010105584748089314, + 0.004687569569796324, + 0.005195442587137222, + 0.014364471659064293, + 0.02920236438512802, + 0.8779008388519287, + 0.006594986189156771, + 0.008855974301695824, + 0.018594888970255852 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.023290520533919334 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a graphic novel style with bold, inky black outlines and high-contrast shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set inside a vast food factory with large industrial windows showing a fierce thunderstorm outside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are rows of massive cylindrical stainless steel vats visible, containing thick, vibrantly colored liquid with slowly crackling bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are automated conveyor belts transporting a shimmering mass of multi-colored, perfect, glossy sphere candies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute slow, sweeping rotations from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898899912834167 + ], + "opposite_logprob_tokens": [ + -2.578989028930664 + ], + "logprob_reward": -0.07898899912834167, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898899912834167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.029736749827861786, + 0.024291563779115677, + 0.012707912363111973, + 0.019316691905260086, + 0.022946789860725403, + 0.10228149592876434, + 0.6128504872322083, + 0.039894748479127884, + 0.01618322730064392, + 0.11979032307863235 + ], + "top_frames": [ + 6, + 9, + 5 + ], + "selected_reward": -0.07898899912834167 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a graphic novel style with bold, inky black outlines and high-contrast shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set inside a vast food factory with large industrial windows showing a fierce thunderstorm outside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are rows of massive cylindrical stainless steel vats visible, containing thick, vibrantly colored liquid with slowly crackling bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are automated conveyor belts transporting a shimmering mass of multi-colored, perfect, glossy sphere candies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute slow, sweeping rotations from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011067903600633144 + ], + "opposite_logprob_tokens": [ + -4.511067867279053 + ], + "logprob_reward": -0.011067903600633144, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011067903600633144, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.007588216103613377, + 0.004544290713965893, + 0.0035236231051385403, + 0.0026000002399086952, + 0.006007025949656963, + 0.07804076373577118, + 0.8828375935554504, + 0.0038417503237724304, + 0.004806969780474901, + 0.006209752056747675 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.011067903600633144 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The scene is captured through slow, sweeping camera rotations from a slightly elevated angle and rendered in a striking graphic novel style, characterized by bold, inky black outlines and dramatic, high-contrast shadows. Inside a vast food factory, a fierce thunderstorm rages outside, rain lashing against the large industrial windows. The factory's dim, functional lighting is suddenly completely overwhelmed by a brilliant flash of cold white lightning. In an instant, the entire space is starkly illuminated, revealing rows of massive cylindrical stainless steel vats, their metal surfaces defined by sharp, dark lines. Within them, thick bubbles of viscous, vibrantly colored liquid bubbled, their surfaces slowly crackling. The automated conveyor belts, a network of black rubber and steel, continuously transported a shimmering mass of multi-colored candy, each a perfect, glossy sphere. Flashes cast deep, elongated shadows from each machine, which then receded into darkness as the lightning faded, leaving the rhythmic hum of the factory and distant thunder to fill the tense, atmospheric silence.", + "seed": 22227, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_12/index_3240_seed_22227_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.035103564616292715, + "vlm_logprob": -0.035103564616292715, + "vlm_yes_no_margin": 3.775, + "vlm_token_credit": -0.035103564616292715, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a graphic novel style with bold, inky black outlines and high-contrast shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set inside a vast food factory with large industrial windows showing a fierce thunderstorm outside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are rows of massive cylindrical stainless steel vats visible, containing thick, vibrantly colored liquid with slowly crackling bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are automated conveyor belts transporting a shimmering mass of multi-colored, perfect, glossy sphere candies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute slow, sweeping rotations from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02656770870089531 + ], + "opposite_logprob_tokens": [ + -3.6515676975250244 + ], + "logprob_reward": -0.02656770870089531, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02656770870089531, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04201261326670647, + 0.06299807131290436, + 0.06519471108913422, + 0.04317459836602211, + 0.019718613475561142, + 0.1837349236011505, + 0.3561910092830658, + 0.16177107393741608, + 0.04426271468400955, + 0.020941736176609993 + ], + "top_frames": [ + 6, + 5, + 7 + ], + "selected_reward": -0.02656770870089531 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a graphic novel style with bold, inky black outlines and high-contrast shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set inside a vast food factory with large industrial windows showing a fierce thunderstorm outside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are rows of massive cylindrical stainless steel vats visible, containing thick, vibrantly colored liquid with slowly crackling bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are automated conveyor belts transporting a shimmering mass of multi-colored, perfect, glossy sphere candies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute slow, sweeping rotations from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897446304559708 + ], + "opposite_logprob_tokens": [ + -2.578974485397339 + ], + "logprob_reward": -0.07897446304559708, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897446304559708, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15907929837703705, + 0.15972018241882324, + 0.13069114089012146, + 0.06261579692363739, + 0.07763589918613434, + 0.07199664413928986, + 0.10601984709501266, + 0.1389855593442917, + 0.0284249447286129, + 0.06483067572116852 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.07897446304559708 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a graphic novel style with bold, inky black outlines and high-contrast shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set inside a vast food factory with large industrial windows showing a fierce thunderstorm outside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are rows of massive cylindrical stainless steel vats visible, containing thick, vibrantly colored liquid with slowly crackling bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are automated conveyor belts transporting a shimmering mass of multi-colored, perfect, glossy sphere candies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute slow, sweeping rotations from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978105328977108 + ], + "opposite_logprob_tokens": [ + -4.6347808837890625 + ], + "logprob_reward": -0.00978105328977108, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978105328977108, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12299755960702896, + 0.11278629302978516, + 0.05228499695658684, + 0.14512582123279572, + 0.054137468338012695, + 0.2519403398036957, + 0.06713687628507614, + 0.07370224595069885, + 0.034273553639650345, + 0.08561486005783081 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -0.00978105328977108 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a graphic novel style with bold, inky black outlines and high-contrast shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set inside a vast food factory with large industrial windows showing a fierce thunderstorm outside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are rows of massive cylindrical stainless steel vats visible, containing thick, vibrantly colored liquid with slowly crackling bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are automated conveyor belts transporting a shimmering mass of multi-colored, perfect, glossy sphere candies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute slow, sweeping rotations from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05494685098528862 + ], + "opposite_logprob_tokens": [ + -2.9299468994140625 + ], + "logprob_reward": -0.05494685098528862, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05494685098528862, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06274668872356415, + 0.1730823665857315, + 0.06615713983774185, + 0.022264083847403526, + 0.053678907454013824, + 0.1544879525899887, + 0.16748172044754028, + 0.10813696682453156, + 0.06300544738769531, + 0.1289587765932083 + ], + "top_frames": [ + 1, + 6, + 5 + ], + "selected_reward": -0.05494685098528862 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a graphic novel style with bold, inky black outlines and high-contrast shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set inside a vast food factory with large industrial windows showing a fierce thunderstorm outside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are rows of massive cylindrical stainless steel vats visible, containing thick, vibrantly colored liquid with slowly crackling bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are automated conveyor belts transporting a shimmering mass of multi-colored, perfect, glossy sphere candies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute slow, sweeping rotations from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052477470599114895 + ], + "opposite_logprob_tokens": [ + -5.255247592926025 + ], + "logprob_reward": -0.0052477470599114895, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052477470599114895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11998016387224197, + 0.059675879776477814, + 0.044069040566682816, + 0.07502001523971558, + 0.16938787698745728, + 0.23074477910995483, + 0.12446702271699905, + 0.06509776413440704, + 0.05432072654366493, + 0.05723671242594719 + ], + "top_frames": [ + 5, + 4, + 6 + ], + "selected_reward": -0.0052477470599114895 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The scene is captured through slow, sweeping camera rotations from a slightly elevated angle and rendered in a striking graphic novel style, characterized by bold, inky black outlines and dramatic, high-contrast shadows. Inside a vast food factory, a fierce thunderstorm rages outside, rain lashing against the large industrial windows. The factory's dim, functional lighting is suddenly completely overwhelmed by a brilliant flash of cold white lightning. In an instant, the entire space is starkly illuminated, revealing rows of massive cylindrical stainless steel vats, their metal surfaces defined by sharp, dark lines. Within them, thick bubbles of viscous, vibrantly colored liquid bubbled, their surfaces slowly crackling. The automated conveyor belts, a network of black rubber and steel, continuously transported a shimmering mass of multi-colored candy, each a perfect, glossy sphere. Flashes cast deep, elongated shadows from each machine, which then receded into darkness as the lightning faded, leaving the rhythmic hum of the factory and distant thunder to fill the tense, atmospheric silence.", + "seed": 22228, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_12/index_3240_seed_22228_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.18885801238939165, + "vlm_logprob": -0.18885801238939165, + "vlm_yes_no_margin": 2.525, + "vlm_token_credit": -0.18885801238939165, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a graphic novel style with bold, inky black outlines and high-contrast shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set inside a vast food factory with large industrial windows showing a fierce thunderstorm outside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are rows of massive cylindrical stainless steel vats visible, containing thick, vibrantly colored liquid with slowly crackling bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are automated conveyor belts transporting a shimmering mass of multi-colored, perfect, glossy sphere candies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute slow, sweeping rotations from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47448307275772095 + ], + "opposite_logprob_tokens": [ + -0.974483072757721 + ], + "logprob_reward": -0.47448307275772095, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.47448307275772095, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10450725257396698, + 0.03421736881136894, + 0.04462513327598572, + 0.04790857061743736, + 0.2855217158794403, + 0.18072526156902313, + 0.03786567971110344, + 0.037996817380189896, + 0.011143908835947514, + 0.2154882848262787 + ], + "top_frames": [ + 4, + 9, + 5 + ], + "selected_reward": -0.47448307275772095 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a graphic novel style with bold, inky black outlines and high-contrast shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set inside a vast food factory with large industrial windows showing a fierce thunderstorm outside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are rows of massive cylindrical stainless steel vats visible, containing thick, vibrantly colored liquid with slowly crackling bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are automated conveyor belts transporting a shimmering mass of multi-colored, perfect, glossy sphere candies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute slow, sweeping rotations from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486134111881256 + ], + "opposite_logprob_tokens": [ + -1.2236133813858032 + ], + "logprob_reward": -0.3486134111881256, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3486134111881256, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.054063085466623306, + 0.10429978370666504, + 0.06520252674818039, + 0.1439990997314453, + 0.04397299885749817, + 0.24789778888225555, + 0.037873707711696625, + 0.18145284056663513, + 0.021019838750362396, + 0.10021836310625076 + ], + "top_frames": [ + 5, + 7, + 3 + ], + "selected_reward": -0.3486134111881256 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a graphic novel style with bold, inky black outlines and high-contrast shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set inside a vast food factory with large industrial windows showing a fierce thunderstorm outside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are rows of massive cylindrical stainless steel vats visible, containing thick, vibrantly colored liquid with slowly crackling bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are automated conveyor belts transporting a shimmering mass of multi-colored, perfect, glossy sphere candies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute slow, sweeping rotations from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0789908766746521 + ], + "opposite_logprob_tokens": [ + -2.578990936279297 + ], + "logprob_reward": -0.0789908766746521, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0789908766746521, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0633353739976883, + 0.07664015889167786, + 0.06518684327602386, + 0.10221743583679199, + 0.39230877161026, + 0.053093500435352325, + 0.08242715895175934, + 0.044595323503017426, + 0.031329747289419174, + 0.08886568248271942 + ], + "top_frames": [ + 4, + 3, + 9 + ], + "selected_reward": -0.0789908766746521 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a graphic novel style with bold, inky black outlines and high-contrast shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set inside a vast food factory with large industrial windows showing a fierce thunderstorm outside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are rows of massive cylindrical stainless steel vats visible, containing thick, vibrantly colored liquid with slowly crackling bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are automated conveyor belts transporting a shimmering mass of multi-colored, perfect, glossy sphere candies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute slow, sweeping rotations from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810969367623329 + ], + "opposite_logprob_tokens": [ + -3.28810977935791 + ], + "logprob_reward": -0.03810969367623329, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810969367623329, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05332498624920845, + 0.06771431118249893, + 0.029930483549833298, + 0.04051299765706062, + 0.22039714455604553, + 0.27297452092170715, + 0.081972137093544, + 0.10135012120008469, + 0.03995896503329277, + 0.09186433255672455 + ], + "top_frames": [ + 5, + 4, + 7 + ], + "selected_reward": -0.03810969367623329 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a graphic novel style with bold, inky black outlines and high-contrast shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set inside a vast food factory with large industrial windows showing a fierce thunderstorm outside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are rows of massive cylindrical stainless steel vats visible, containing thick, vibrantly colored liquid with slowly crackling bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are automated conveyor belts transporting a shimmering mass of multi-colored, perfect, glossy sphere candies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute slow, sweeping rotations from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004093007650226355 + ], + "opposite_logprob_tokens": [ + -5.504093170166016 + ], + "logprob_reward": -0.004093007650226355, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004093007650226355, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06569694727659225, + 0.06757452338933945, + 0.09266920387744904, + 0.04727523773908615, + 0.2813972234725952, + 0.1548749804496765, + 0.024471253156661987, + 0.0603952631354332, + 0.030476929619908333, + 0.17516836524009705 + ], + "top_frames": [ + 4, + 9, + 5 + ], + "selected_reward": -0.004093007650226355 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The scene is captured through slow, sweeping camera rotations from a slightly elevated angle and rendered in a striking graphic novel style, characterized by bold, inky black outlines and dramatic, high-contrast shadows. Inside a vast food factory, a fierce thunderstorm rages outside, rain lashing against the large industrial windows. The factory's dim, functional lighting is suddenly completely overwhelmed by a brilliant flash of cold white lightning. In an instant, the entire space is starkly illuminated, revealing rows of massive cylindrical stainless steel vats, their metal surfaces defined by sharp, dark lines. Within them, thick bubbles of viscous, vibrantly colored liquid bubbled, their surfaces slowly crackling. The automated conveyor belts, a network of black rubber and steel, continuously transported a shimmering mass of multi-colored candy, each a perfect, glossy sphere. Flashes cast deep, elongated shadows from each machine, which then receded into darkness as the lightning faded, leaving the rhythmic hum of the factory and distant thunder to fill the tense, atmospheric silence.", + "seed": 22229, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_12/index_3240_seed_22229_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07784681664779783, + "vlm_logprob": -0.07784681664779783, + "vlm_yes_no_margin": 2.975, + "vlm_token_credit": -0.07784681664779783, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a graphic novel style with bold, inky black outlines and high-contrast shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set inside a vast food factory with large industrial windows showing a fierce thunderstorm outside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are rows of massive cylindrical stainless steel vats visible, containing thick, vibrantly colored liquid with slowly crackling bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are automated conveyor belts transporting a shimmering mass of multi-colored, perfect, glossy sphere candies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute slow, sweeping rotations from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20179910957813263 + ], + "opposite_logprob_tokens": [ + -1.7017991542816162 + ], + "logprob_reward": -0.20179910957813263, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20179910957813263, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3103497326374054, + 0.04654473811388016, + 0.042226944118738174, + 0.039643917232751846, + 0.01581580936908722, + 0.1403997540473938, + 0.03560473024845123, + 0.16424019634723663, + 0.1148853525519371, + 0.09028884768486023 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.20179910957813263 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a graphic novel style with bold, inky black outlines and high-contrast shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set inside a vast food factory with large industrial windows showing a fierce thunderstorm outside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are rows of massive cylindrical stainless steel vats visible, containing thick, vibrantly colored liquid with slowly crackling bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are automated conveyor belts transporting a shimmering mass of multi-colored, perfect, glossy sphere candies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute slow, sweeping rotations from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06204257160425186 + ], + "opposite_logprob_tokens": [ + -2.812042474746704 + ], + "logprob_reward": -0.06204257160425186, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06204257160425186, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1110549345612526, + 0.09071137756109238, + 0.07421517372131348, + 0.0957074835896492, + 0.12341377139091492, + 0.21649426221847534, + 0.11063621938228607, + 0.05424301698803902, + 0.09514951705932617, + 0.028374258428812027 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.06204257160425186 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a graphic novel style with bold, inky black outlines and high-contrast shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set inside a vast food factory with large industrial windows showing a fierce thunderstorm outside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are rows of massive cylindrical stainless steel vats visible, containing thick, vibrantly colored liquid with slowly crackling bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are automated conveyor belts transporting a shimmering mass of multi-colored, perfect, glossy sphere candies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute slow, sweeping rotations from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001214474439621 + ], + "opposite_logprob_tokens": [ + -2.695012092590332 + ], + "logprob_reward": -0.07001214474439621, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001214474439621, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10207626968622208, + 0.08232147991657257, + 0.12708376348018646, + 0.05550424009561539, + 0.03292100131511688, + 0.27784019708633423, + 0.04763706773519516, + 0.058819953352212906, + 0.12446977943181992, + 0.09132623672485352 + ], + "top_frames": [ + 5, + 2, + 8 + ], + "selected_reward": -0.07001214474439621 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a graphic novel style with bold, inky black outlines and high-contrast shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set inside a vast food factory with large industrial windows showing a fierce thunderstorm outside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are rows of massive cylindrical stainless steel vats visible, containing thick, vibrantly colored liquid with slowly crackling bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are automated conveyor belts transporting a shimmering mass of multi-colored, perfect, glossy sphere candies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute slow, sweeping rotations from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865046218037605 + ], + "opposite_logprob_tokens": [ + -3.0486505031585693 + ], + "logprob_reward": -0.04865046218037605, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865046218037605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08286074548959732, + 0.06665027141571045, + 0.053533878177404404, + 0.12671494483947754, + 0.0469481460750103, + 0.1317543387413025, + 0.028774797916412354, + 0.10718069970607758, + 0.27651938796043396, + 0.07906270772218704 + ], + "top_frames": [ + 8, + 5, + 3 + ], + "selected_reward": -0.04865046218037605 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a graphic novel style with bold, inky black outlines and high-contrast shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set inside a vast food factory with large industrial windows showing a fierce thunderstorm outside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are rows of massive cylindrical stainless steel vats visible, containing thick, vibrantly colored liquid with slowly crackling bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are automated conveyor belts transporting a shimmering mass of multi-colored, perfect, glossy sphere candies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute slow, sweeping rotations from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006729795131832361 + ], + "opposite_logprob_tokens": [ + -5.006729602813721 + ], + "logprob_reward": -0.006729795131832361, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006729795131832361, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07144647091627121, + 0.12649789452552795, + 0.062054261565208435, + 0.1077193021774292, + 0.03298616409301758, + 0.2604755759239197, + 0.1236618161201477, + 0.10360181331634521, + 0.08909454196691513, + 0.02246217057108879 + ], + "top_frames": [ + 5, + 1, + 6 + ], + "selected_reward": -0.006729795131832361 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_13/index_tensor([9715, 9715])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_13/index_tensor([9715, 9715])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a9827249c55c7041606b19703580dfb379b44c04 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_13/index_tensor([9715, 9715])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Beginning with a low, upward shot, the camera pans steadily and relentlessly upward, tracking a mythical bird soaring through a swirling sea of thunderstorm clouds, the entire frame bathed in Annie Leibovitz's signature dramatic light and shadow. The bird's body appears composed of crystallized volcanic rock and pure fire, ablaze with a crimson, smokeless flame. Its massive wings, a fluid mass of magma, are cracked with obsidian-like veins, their fissures shimmering with molten gold and fiery orange. With each powerful flap, fiery magma hurls from its wingtips, creating a shower of sparks that blazes a crimson glow against the surrounding clouds' underbelly, illuminating the deep purple and indigo. With swift and resolute momentum, the bird ascends in this epic pursuit, its hawk-like head raised slightly, its eyes, like two blazing miniature suns, radiating an unyielding will. The camera's continuous upward movement follows it as it penetrates layers of clouds as thick as mountains, perfectly capturing and amplifying its unparalleled power and sacred majesty. In the strong contrast between light and shadow, the divine bird itself becomes the only light source, its blazing light piercing the darkness between the clouds, creating a grand, awe-inspiring and mythical atmosphere.", + "seed": 156, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_13/index_9715_seed_156_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0289674136787653, + "vlm_logprob": -0.0289674136787653, + "vlm_yes_no_margin": 4.25, + "vlm_token_credit": -0.0289674136787653, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical bird with a hawk-like head and eyes resembling blazing miniature suns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bird's body composed of crystallized volcanic rock and pure fire with a crimson, smokeless flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the bird's massive wings appear as a fluid mass of magma with obsidian-like veins shimmering with molten gold and fiery orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a swirling sea of thunderstorm clouds with deep purple and indigo underbellies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low, upward shot and pan steadily and relentlessly upward to track the bird?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011711414903402328 + ], + "opposite_logprob_tokens": [ + -4.511711597442627 + ], + "logprob_reward": -0.011711414903402328, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011711414903402328, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2049550563097, + 0.13351266086101532, + 0.051718465983867645, + 0.022413214668631554, + 0.10846312344074249, + 0.2816714346408844, + 0.05435788631439209, + 0.04325332120060921, + 0.036170843988657, + 0.06348396837711334 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.011711414903402328 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical bird with a hawk-like head and eyes resembling blazing miniature suns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bird's body composed of crystallized volcanic rock and pure fire with a crimson, smokeless flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the bird's massive wings appear as a fluid mass of magma with obsidian-like veins shimmering with molten gold and fiery orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a swirling sea of thunderstorm clouds with deep purple and indigo underbellies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low, upward shot and pan steadily and relentlessly upward to track the bird?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020595503970980644 + ], + "opposite_logprob_tokens": [ + -3.8955955505371094 + ], + "logprob_reward": -0.020595503970980644, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020595503970980644, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16141869127750397, + 0.07375979423522949, + 0.05240646004676819, + 0.07743752002716064, + 0.0995199978351593, + 0.14445501565933228, + 0.060131169855594635, + 0.1074363961815834, + 0.11616872996091843, + 0.10726621001958847 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.020595503970980644 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical bird with a hawk-like head and eyes resembling blazing miniature suns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bird's body composed of crystallized volcanic rock and pure fire with a crimson, smokeless flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the bird's massive wings appear as a fluid mass of magma with obsidian-like veins shimmering with molten gold and fiery orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a swirling sea of thunderstorm clouds with deep purple and indigo underbellies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low, upward shot and pan steadily and relentlessly upward to track the bird?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00248873233795166 + ], + "opposite_logprob_tokens": [ + -6.002488613128662 + ], + "logprob_reward": -0.00248873233795166, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.00248873233795166, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13267110288143158, + 0.0665760487318039, + 0.10211936384439468, + 0.06373383849859238, + 0.07854736596345901, + 0.12891370058059692, + 0.10271105915307999, + 0.18039539456367493, + 0.09631804376840591, + 0.04801405966281891 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.00248873233795166 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical bird with a hawk-like head and eyes resembling blazing miniature suns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bird's body composed of crystallized volcanic rock and pure fire with a crimson, smokeless flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the bird's massive wings appear as a fluid mass of magma with obsidian-like veins shimmering with molten gold and fiery orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a swirling sea of thunderstorm clouds with deep purple and indigo underbellies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low, upward shot and pan steadily and relentlessly upward to track the bird?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009773261845111847 + ], + "opposite_logprob_tokens": [ + -4.634773254394531 + ], + "logprob_reward": -0.009773261845111847, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009773261845111847, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19097378849983215, + 0.09081614017486572, + 0.05834335461258888, + 0.16558709740638733, + 0.17127211391925812, + 0.07363065332174301, + 0.10825411230325699, + 0.05696915090084076, + 0.03305382281541824, + 0.051099736243486404 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.009773261845111847 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical bird with a hawk-like head and eyes resembling blazing miniature suns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bird's body composed of crystallized volcanic rock and pure fire with a crimson, smokeless flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the bird's massive wings appear as a fluid mass of magma with obsidian-like veins shimmering with molten gold and fiery orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a swirling sea of thunderstorm clouds with deep purple and indigo underbellies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low, upward shot and pan steadily and relentlessly upward to track the bird?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10026815533638 + ], + "opposite_logprob_tokens": [ + -2.3502681255340576 + ], + "logprob_reward": -0.10026815533638, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10026815533638, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17272338271141052, + 0.11876977980136871, + 0.041513849049806595, + 0.08490361273288727, + 0.14436964690685272, + 0.18314270675182343, + 0.12472542375326157, + 0.04982858523726463, + 0.027642112225294113, + 0.05238094553351402 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.10026815533638 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Beginning with a low, upward shot, the camera pans steadily and relentlessly upward, tracking a mythical bird soaring through a swirling sea of thunderstorm clouds, the entire frame bathed in Annie Leibovitz's signature dramatic light and shadow. The bird's body appears composed of crystallized volcanic rock and pure fire, ablaze with a crimson, smokeless flame. Its massive wings, a fluid mass of magma, are cracked with obsidian-like veins, their fissures shimmering with molten gold and fiery orange. With each powerful flap, fiery magma hurls from its wingtips, creating a shower of sparks that blazes a crimson glow against the surrounding clouds' underbelly, illuminating the deep purple and indigo. With swift and resolute momentum, the bird ascends in this epic pursuit, its hawk-like head raised slightly, its eyes, like two blazing miniature suns, radiating an unyielding will. The camera's continuous upward movement follows it as it penetrates layers of clouds as thick as mountains, perfectly capturing and amplifying its unparalleled power and sacred majesty. In the strong contrast between light and shadow, the divine bird itself becomes the only light source, its blazing light piercing the darkness between the clouds, creating a grand, awe-inspiring and mythical atmosphere.", + "seed": 157, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_13/index_9715_seed_157_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04703356665559113, + "vlm_logprob": -0.04703356665559113, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.04703356665559113, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical bird with a hawk-like head and eyes resembling blazing miniature suns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bird's body composed of crystallized volcanic rock and pure fire with a crimson, smokeless flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the bird's massive wings appear as a fluid mass of magma with obsidian-like veins shimmering with molten gold and fiery orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a swirling sea of thunderstorm clouds with deep purple and indigo underbellies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low, upward shot and pan steadily and relentlessly upward to track the bird?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01670233905315399 + ], + "opposite_logprob_tokens": [ + -4.141702175140381 + ], + "logprob_reward": -0.01670233905315399, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01670233905315399, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18912610411643982, + 0.05970877408981323, + 0.051733408123254776, + 0.04441678524017334, + 0.05294319987297058, + 0.038132574409246445, + 0.1687919795513153, + 0.09764905273914337, + 0.15550154447555542, + 0.1419965624809265 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.01670233905315399 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical bird with a hawk-like head and eyes resembling blazing miniature suns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bird's body composed of crystallized volcanic rock and pure fire with a crimson, smokeless flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the bird's massive wings appear as a fluid mass of magma with obsidian-like veins shimmering with molten gold and fiery orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a swirling sea of thunderstorm clouds with deep purple and indigo underbellies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low, upward shot and pan steadily and relentlessly upward to track the bird?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023295527324080467 + ], + "opposite_logprob_tokens": [ + -3.7732956409454346 + ], + "logprob_reward": -0.023295527324080467, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023295527324080467, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16945034265518188, + 0.18293461203575134, + 0.06142600625753403, + 0.03560156375169754, + 0.04111076146364212, + 0.04790619760751724, + 0.07150199264287949, + 0.13308393955230713, + 0.06804259121417999, + 0.18894195556640625 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.023295527324080467 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical bird with a hawk-like head and eyes resembling blazing miniature suns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bird's body composed of crystallized volcanic rock and pure fire with a crimson, smokeless flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the bird's massive wings appear as a fluid mass of magma with obsidian-like veins shimmering with molten gold and fiery orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a swirling sea of thunderstorm clouds with deep purple and indigo underbellies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low, upward shot and pan steadily and relentlessly upward to track the bird?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028191369492560625 + ], + "opposite_logprob_tokens": [ + -5.877819061279297 + ], + "logprob_reward": -0.0028191369492560625, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028191369492560625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17256693542003632, + 0.12853921949863434, + 0.060354746878147125, + 0.048657339066267014, + 0.09100233018398285, + 0.0890495702624321, + 0.09101780503988266, + 0.144222691655159, + 0.09475728869438171, + 0.07983212172985077 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.0028191369492560625 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical bird with a hawk-like head and eyes resembling blazing miniature suns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bird's body composed of crystallized volcanic rock and pure fire with a crimson, smokeless flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the bird's massive wings appear as a fluid mass of magma with obsidian-like veins shimmering with molten gold and fiery orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a swirling sea of thunderstorm clouds with deep purple and indigo underbellies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low, upward shot and pan steadily and relentlessly upward to track the bird?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012528995983302593 + ], + "opposite_logprob_tokens": [ + -4.387528896331787 + ], + "logprob_reward": -0.012528995983302593, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012528995983302593, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1643414944410324, + 0.2045239955186844, + 0.09206939488649368, + 0.04839801788330078, + 0.05376433581113815, + 0.06687107682228088, + 0.07607784122228622, + 0.07749183475971222, + 0.07134277373552322, + 0.14511927962303162 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.012528995983302593 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical bird with a hawk-like head and eyes resembling blazing miniature suns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bird's body composed of crystallized volcanic rock and pure fire with a crimson, smokeless flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the bird's massive wings appear as a fluid mass of magma with obsidian-like veins shimmering with molten gold and fiery orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a swirling sea of thunderstorm clouds with deep purple and indigo underbellies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low, upward shot and pan steadily and relentlessly upward to track the bird?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17982183396816254 + ], + "opposite_logprob_tokens": [ + -1.8048218488693237 + ], + "logprob_reward": -0.17982183396816254, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17982183396816254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2073160707950592, + 0.07701278477907181, + 0.05735284090042114, + 0.031860265880823135, + 0.07883118093013763, + 0.0559975728392601, + 0.2192685604095459, + 0.054592397063970566, + 0.08653128892183304, + 0.1312370002269745 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.17982183396816254 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Beginning with a low, upward shot, the camera pans steadily and relentlessly upward, tracking a mythical bird soaring through a swirling sea of thunderstorm clouds, the entire frame bathed in Annie Leibovitz's signature dramatic light and shadow. The bird's body appears composed of crystallized volcanic rock and pure fire, ablaze with a crimson, smokeless flame. Its massive wings, a fluid mass of magma, are cracked with obsidian-like veins, their fissures shimmering with molten gold and fiery orange. With each powerful flap, fiery magma hurls from its wingtips, creating a shower of sparks that blazes a crimson glow against the surrounding clouds' underbelly, illuminating the deep purple and indigo. With swift and resolute momentum, the bird ascends in this epic pursuit, its hawk-like head raised slightly, its eyes, like two blazing miniature suns, radiating an unyielding will. The camera's continuous upward movement follows it as it penetrates layers of clouds as thick as mountains, perfectly capturing and amplifying its unparalleled power and sacred majesty. In the strong contrast between light and shadow, the divine bird itself becomes the only light source, its blazing light piercing the darkness between the clouds, creating a grand, awe-inspiring and mythical atmosphere.", + "seed": 158, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_13/index_9715_seed_158_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.025878431275486946, + "vlm_logprob": -0.025878431275486946, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.025878431275486946, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical bird with a hawk-like head and eyes resembling blazing miniature suns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bird's body composed of crystallized volcanic rock and pure fire with a crimson, smokeless flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the bird's massive wings appear as a fluid mass of magma with obsidian-like veins shimmering with molten gold and fiery orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a swirling sea of thunderstorm clouds with deep purple and indigo underbellies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low, upward shot and pan steadily and relentlessly upward to track the bird?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016571028158068657 + ], + "opposite_logprob_tokens": [ + -4.141571044921875 + ], + "logprob_reward": -0.016571028158068657, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016571028158068657, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.231149360537529, + 0.07005923241376877, + 0.10671696066856384, + 0.09686683863401413, + 0.05334237590432167, + 0.041959550231695175, + 0.10529199987649918, + 0.21281695365905762, + 0.023844150826334953, + 0.05795256048440933 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.016571028158068657 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical bird with a hawk-like head and eyes resembling blazing miniature suns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bird's body composed of crystallized volcanic rock and pure fire with a crimson, smokeless flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the bird's massive wings appear as a fluid mass of magma with obsidian-like veins shimmering with molten gold and fiery orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a swirling sea of thunderstorm clouds with deep purple and indigo underbellies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low, upward shot and pan steadily and relentlessly upward to track the bird?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023306824266910553 + ], + "opposite_logprob_tokens": [ + -3.7733068466186523 + ], + "logprob_reward": -0.023306824266910553, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023306824266910553, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2075747698545456, + 0.1247011348605156, + 0.09744959324598312, + 0.10152138769626617, + 0.13840998709201813, + 0.08831765502691269, + 0.06323546171188354, + 0.05044464021921158, + 0.06363458186388016, + 0.06471085548400879 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.023306824266910553 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical bird with a hawk-like head and eyes resembling blazing miniature suns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bird's body composed of crystallized volcanic rock and pure fire with a crimson, smokeless flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the bird's massive wings appear as a fluid mass of magma with obsidian-like veins shimmering with molten gold and fiery orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a swirling sea of thunderstorm clouds with deep purple and indigo underbellies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low, upward shot and pan steadily and relentlessly upward to track the bird?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019405120983719826 + ], + "opposite_logprob_tokens": [ + -6.251940727233887 + ], + "logprob_reward": -0.0019405120983719826, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019405120983719826, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16963261365890503, + 0.10904237627983093, + 0.14509393274784088, + 0.07418051362037659, + 0.07174986600875854, + 0.03339338302612305, + 0.11591735482215881, + 0.1476495862007141, + 0.04970298334956169, + 0.08363734185695648 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.0019405120983719826 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical bird with a hawk-like head and eyes resembling blazing miniature suns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bird's body composed of crystallized volcanic rock and pure fire with a crimson, smokeless flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the bird's massive wings appear as a fluid mass of magma with obsidian-like veins shimmering with molten gold and fiery orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a swirling sea of thunderstorm clouds with deep purple and indigo underbellies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low, upward shot and pan steadily and relentlessly upward to track the bird?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008630949072539806 + ], + "opposite_logprob_tokens": [ + -4.758630752563477 + ], + "logprob_reward": -0.008630949072539806, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008630949072539806, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28123408555984497, + 0.13544206321239471, + 0.1266348958015442, + 0.056132711470127106, + 0.13243059813976288, + 0.09495911002159119, + 0.0882333293557167, + 0.022535482421517372, + 0.028441378846764565, + 0.033956315368413925 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.008630949072539806 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical bird with a hawk-like head and eyes resembling blazing miniature suns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bird's body composed of crystallized volcanic rock and pure fire with a crimson, smokeless flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the bird's massive wings appear as a fluid mass of magma with obsidian-like veins shimmering with molten gold and fiery orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a swirling sea of thunderstorm clouds with deep purple and indigo underbellies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low, upward shot and pan steadily and relentlessly upward to track the bird?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07894284278154373 + ], + "opposite_logprob_tokens": [ + -2.5789427757263184 + ], + "logprob_reward": -0.07894284278154373, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07894284278154373, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16247735917568207, + 0.08004256337881088, + 0.19631841778755188, + 0.21015745401382446, + 0.050824932754039764, + 0.03822467476129532, + 0.06378667801618576, + 0.07189515978097916, + 0.09104537218809128, + 0.03522738069295883 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.07894284278154373 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Beginning with a low, upward shot, the camera pans steadily and relentlessly upward, tracking a mythical bird soaring through a swirling sea of thunderstorm clouds, the entire frame bathed in Annie Leibovitz's signature dramatic light and shadow. The bird's body appears composed of crystallized volcanic rock and pure fire, ablaze with a crimson, smokeless flame. Its massive wings, a fluid mass of magma, are cracked with obsidian-like veins, their fissures shimmering with molten gold and fiery orange. With each powerful flap, fiery magma hurls from its wingtips, creating a shower of sparks that blazes a crimson glow against the surrounding clouds' underbelly, illuminating the deep purple and indigo. With swift and resolute momentum, the bird ascends in this epic pursuit, its hawk-like head raised slightly, its eyes, like two blazing miniature suns, radiating an unyielding will. The camera's continuous upward movement follows it as it penetrates layers of clouds as thick as mountains, perfectly capturing and amplifying its unparalleled power and sacred majesty. In the strong contrast between light and shadow, the divine bird itself becomes the only light source, its blazing light piercing the darkness between the clouds, creating a grand, awe-inspiring and mythical atmosphere.", + "seed": 159, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_13/index_9715_seed_159_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0302387454546988, + "vlm_logprob": -0.0302387454546988, + "vlm_yes_no_margin": 4.0749999523162845, + "vlm_token_credit": -0.0302387454546988, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical bird with a hawk-like head and eyes resembling blazing miniature suns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bird's body composed of crystallized volcanic rock and pure fire with a crimson, smokeless flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the bird's massive wings appear as a fluid mass of magma with obsidian-like veins shimmering with molten gold and fiery orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a swirling sea of thunderstorm clouds with deep purple and indigo underbellies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low, upward shot and pan steadily and relentlessly upward to track the bird?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011714831925928593 + ], + "opposite_logprob_tokens": [ + -4.511714935302734 + ], + "logprob_reward": -0.011714831925928593, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011714831925928593, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32537177205085754, + 0.05951736867427826, + 0.09261787682771683, + 0.11374925822019577, + 0.06942107528448105, + 0.07796595245599747, + 0.0983467549085617, + 0.04072286933660507, + 0.04479074850678444, + 0.07749636471271515 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.011714831925928593 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical bird with a hawk-like head and eyes resembling blazing miniature suns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bird's body composed of crystallized volcanic rock and pure fire with a crimson, smokeless flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the bird's massive wings appear as a fluid mass of magma with obsidian-like veins shimmering with molten gold and fiery orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a swirling sea of thunderstorm clouds with deep purple and indigo underbellies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low, upward shot and pan steadily and relentlessly upward to track the bird?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029816025868058205 + ], + "opposite_logprob_tokens": [ + -3.529815912246704 + ], + "logprob_reward": -0.029816025868058205, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029816025868058205, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1768336147069931, + 0.08101096749305725, + 0.06657661497592926, + 0.15659025311470032, + 0.07968874275684357, + 0.08126114308834076, + 0.09417380392551422, + 0.12523148953914642, + 0.09563876688480377, + 0.04299458861351013 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.029816025868058205 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical bird with a hawk-like head and eyes resembling blazing miniature suns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bird's body composed of crystallized volcanic rock and pure fire with a crimson, smokeless flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the bird's massive wings appear as a fluid mass of magma with obsidian-like veins shimmering with molten gold and fiery orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a swirling sea of thunderstorm clouds with deep purple and indigo underbellies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low, upward shot and pan steadily and relentlessly upward to track the bird?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00248968368396163 + ], + "opposite_logprob_tokens": [ + -6.0024895668029785 + ], + "logprob_reward": -0.00248968368396163, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.00248968368396163, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2594551146030426, + 0.09673535078763962, + 0.10307018458843231, + 0.08246085792779922, + 0.06404707580804825, + 0.10304238647222519, + 0.1267542839050293, + 0.04984419420361519, + 0.0613536573946476, + 0.053236886858940125 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.00248968368396163 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical bird with a hawk-like head and eyes resembling blazing miniature suns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bird's body composed of crystallized volcanic rock and pure fire with a crimson, smokeless flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the bird's massive wings appear as a fluid mass of magma with obsidian-like veins shimmering with molten gold and fiery orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a swirling sea of thunderstorm clouds with deep purple and indigo underbellies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low, upward shot and pan steadily and relentlessly upward to track the bird?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01817723736166954 + ], + "opposite_logprob_tokens": [ + -4.018177032470703 + ], + "logprob_reward": -0.01817723736166954, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01817723736166954, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2379867136478424, + 0.19475390017032623, + 0.2431819885969162, + 0.04730977118015289, + 0.043963707983493805, + 0.0329655259847641, + 0.05292757600545883, + 0.06269457936286926, + 0.0340222530066967, + 0.05019400641322136 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.01817723736166954 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical bird with a hawk-like head and eyes resembling blazing miniature suns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bird's body composed of crystallized volcanic rock and pure fire with a crimson, smokeless flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the bird's massive wings appear as a fluid mass of magma with obsidian-like veins shimmering with molten gold and fiery orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a swirling sea of thunderstorm clouds with deep purple and indigo underbellies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low, upward shot and pan steadily and relentlessly upward to track the bird?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08899594843387604 + ], + "opposite_logprob_tokens": [ + -2.463995933532715 + ], + "logprob_reward": -0.08899594843387604, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08899594843387604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4439123868942261, + 0.11761803925037384, + 0.08254805952310562, + 0.10675027966499329, + 0.03960976004600525, + 0.058579009026288986, + 0.04148935154080391, + 0.03927193209528923, + 0.034890711307525635, + 0.035330526530742645 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.08899594843387604 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_14/index_tensor([3786, 3786])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_14/index_tensor([3786, 3786])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..27a8391bc5ee5be959b736f8a22677b07c1076b0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_14/index_tensor([3786, 3786])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, extreme close-up remains static, fixed on the massive forged steel drive wheel of a vintage steam train, its immense size filling the frame. The wheel's gunmetal black surface bears the grain of its travel history, showing faint dents and streaks of old grease, while its massive flange gleams and shimmers where it meets the track. The entire scene is bathed in the warm golden glow of a low sun, which catches the edges of heavy connecting rods and giant bolts, creating brilliant highlights against the dark metal. With a tremendous jolt that vibrates through the air, the wheel begins to spin, not quickly, but with an unstoppable, deliberate slowness. You can almost feel the immense torque as the wheel rubs against the gleaming rails beneath, its first powerful turn propelling the heavy, invisible carriage forward with a sense of raw industrial power and nostalgic grandeur. A plume of white steam drifts down from above, momentarily catching the light and adding to the atmosphere of a monumental effort.", + "seed": 2851, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_14/index_3786_seed_2851_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.016559009067714216, + "vlm_logprob": -0.016559009067714216, + "vlm_yes_no_margin": 4.4, + "vlm_token_credit": -0.016559009067714216, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in an extreme close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and fixed on a massive forged steel drive wheel of a vintage steam train?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the wheel's surface show gunmetal black color with visible dents, streaks of old grease, and a gleaming flange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in a warm golden glow from a low sun that creates highlights on connecting rods and bolts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the wheel begin to spin slowly with a tremendous jolt while a plume of white steam drifts down from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015156812965869904 + ], + "opposite_logprob_tokens": [ + -4.5151567459106445 + ], + "logprob_reward": -0.015156812965869904, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.015156812965869904, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2870193421840668, + 0.06489626318216324, + 0.09523767232894897, + 0.03514716029167175, + 0.07012984156608582, + 0.03792361915111542, + 0.09864911437034607, + 0.09633737802505493, + 0.1007460430264473, + 0.11391359567642212 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.015156812965869904 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in an extreme close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and fixed on a massive forged steel drive wheel of a vintage steam train?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the wheel's surface show gunmetal black color with visible dents, streaks of old grease, and a gleaming flange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in a warm golden glow from a low sun that creates highlights on connecting rods and bolts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the wheel begin to spin slowly with a tremendous jolt while a plume of white steam drifts down from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01821855828166008 + ], + "opposite_logprob_tokens": [ + -4.018218517303467 + ], + "logprob_reward": -0.01821855828166008, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01821855828166008, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1551743447780609, + 0.057362429797649384, + 0.06616989523172379, + 0.03398295119404793, + 0.04615573585033417, + 0.0749170184135437, + 0.06209494546055794, + 0.15724313259124756, + 0.14307807385921478, + 0.20382142066955566 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.01821855828166008 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in an extreme close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and fixed on a massive forged steel drive wheel of a vintage steam train?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the wheel's surface show gunmetal black color with visible dents, streaks of old grease, and a gleaming flange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in a warm golden glow from a low sun that creates highlights on connecting rods and bolts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the wheel begin to spin slowly with a tremendous jolt while a plume of white steam drifts down from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012540415860712528 + ], + "opposite_logprob_tokens": [ + -4.387540340423584 + ], + "logprob_reward": -0.012540415860712528, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012540415860712528, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1870071291923523, + 0.1151675283908844, + 0.11674086004495621, + 0.0311222355812788, + 0.0515793077647686, + 0.05989718437194824, + 0.05817560851573944, + 0.10272146016359329, + 0.06672868877649307, + 0.21086002886295319 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.012540415860712528 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in an extreme close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and fixed on a massive forged steel drive wheel of a vintage steam train?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the wheel's surface show gunmetal black color with visible dents, streaks of old grease, and a gleaming flange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in a warm golden glow from a low sun that creates highlights on connecting rods and bolts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the wheel begin to spin slowly with a tremendous jolt while a plume of white steam drifts down from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031925681978464127 + ], + "opposite_logprob_tokens": [ + -5.75319242477417 + ], + "logprob_reward": -0.0031925681978464127, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031925681978464127, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10062135010957718, + 0.03246137499809265, + 0.0299532413482666, + 0.02244921773672104, + 0.025781691074371338, + 0.023776622489094734, + 0.12994760274887085, + 0.1684802621603012, + 0.08997049927711487, + 0.3765581250190735 + ], + "top_frames": [ + 9, + 7, + 6 + ], + "selected_reward": -0.0031925681978464127 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in an extreme close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and fixed on a massive forged steel drive wheel of a vintage steam train?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the wheel's surface show gunmetal black color with visible dents, streaks of old grease, and a gleaming flange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in a warm golden glow from a low sun that creates highlights on connecting rods and bolts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the wheel begin to spin slowly with a tremendous jolt while a plume of white steam drifts down from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03368669003248215 + ], + "opposite_logprob_tokens": [ + -3.408686637878418 + ], + "logprob_reward": -0.03368669003248215, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03368669003248215, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07792298495769501, + 0.05070021003484726, + 0.05836304649710655, + 0.04121115803718567, + 0.05013617128133774, + 0.03509657457470894, + 0.16688844561576843, + 0.20113079249858856, + 0.0801314264535904, + 0.23841920495033264 + ], + "top_frames": [ + 9, + 7, + 6 + ], + "selected_reward": -0.03368669003248215 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, extreme close-up remains static, fixed on the massive forged steel drive wheel of a vintage steam train, its immense size filling the frame. The wheel's gunmetal black surface bears the grain of its travel history, showing faint dents and streaks of old grease, while its massive flange gleams and shimmers where it meets the track. The entire scene is bathed in the warm golden glow of a low sun, which catches the edges of heavy connecting rods and giant bolts, creating brilliant highlights against the dark metal. With a tremendous jolt that vibrates through the air, the wheel begins to spin, not quickly, but with an unstoppable, deliberate slowness. You can almost feel the immense torque as the wheel rubs against the gleaming rails beneath, its first powerful turn propelling the heavy, invisible carriage forward with a sense of raw industrial power and nostalgic grandeur. A plume of white steam drifts down from above, momentarily catching the light and adding to the atmosphere of a monumental effort.", + "seed": 2852, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_14/index_3786_seed_2852_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04100651782937348, + "vlm_logprob": -0.04100651782937348, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.04100651782937348, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in an extreme close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and fixed on a massive forged steel drive wheel of a vintage steam train?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the wheel's surface show gunmetal black color with visible dents, streaks of old grease, and a gleaming flange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in a warm golden glow from a low sun that creates highlights on connecting rods and bolts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the wheel begin to spin slowly with a tremendous jolt while a plume of white steam drifts down from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033015187829732895 + ], + "opposite_logprob_tokens": [ + -3.658015251159668 + ], + "logprob_reward": -0.033015187829732895, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.033015187829732895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5075517296791077, + 0.053948234766721725, + 0.1188531294465065, + 0.061447449028491974, + 0.0500868558883667, + 0.07602275907993317, + 0.0757993757724762, + 0.008557017892599106, + 0.02117784693837166, + 0.026555607095360756 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.033015187829732895 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in an extreme close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and fixed on a massive forged steel drive wheel of a vintage steam train?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the wheel's surface show gunmetal black color with visible dents, streaks of old grease, and a gleaming flange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in a warm golden glow from a low sun that creates highlights on connecting rods and bolts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the wheel begin to spin slowly with a tremendous jolt while a plume of white steam drifts down from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033737748861312866 + ], + "opposite_logprob_tokens": [ + -3.4087376594543457 + ], + "logprob_reward": -0.033737748861312866, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033737748861312866, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11568442732095718, + 0.08151380717754364, + 0.0932525098323822, + 0.2291645109653473, + 0.0502048134803772, + 0.043909136205911636, + 0.23276270925998688, + 0.06697569787502289, + 0.03898217901587486, + 0.04755020886659622 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.033737748861312866 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in an extreme close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and fixed on a massive forged steel drive wheel of a vintage steam train?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the wheel's surface show gunmetal black color with visible dents, streaks of old grease, and a gleaming flange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in a warm golden glow from a low sun that creates highlights on connecting rods and bolts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the wheel begin to spin slowly with a tremendous jolt while a plume of white steam drifts down from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007633917964994907 + ], + "opposite_logprob_tokens": [ + -4.882633686065674 + ], + "logprob_reward": -0.007633917964994907, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007633917964994907, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14745984971523285, + 0.07330717891454697, + 0.12324575334787369, + 0.1246979832649231, + 0.046407729387283325, + 0.055081482976675034, + 0.24758312106132507, + 0.05705064535140991, + 0.022317765280604362, + 0.10284846276044846 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.007633917964994907 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in an extreme close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and fixed on a massive forged steel drive wheel of a vintage steam train?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the wheel's surface show gunmetal black color with visible dents, streaks of old grease, and a gleaming flange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in a warm golden glow from a low sun that creates highlights on connecting rods and bolts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the wheel begin to spin slowly with a tremendous jolt while a plume of white steam drifts down from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003615630092099309 + ], + "opposite_logprob_tokens": [ + -5.628615856170654 + ], + "logprob_reward": -0.003615630092099309, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003615630092099309, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18526650965213776, + 0.10299547016620636, + 0.06899210065603256, + 0.06877326220273972, + 0.04661437124013901, + 0.041244231164455414, + 0.19270899891853333, + 0.04247523471713066, + 0.04118076711893082, + 0.2097490429878235 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.003615630092099309 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in an extreme close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and fixed on a massive forged steel drive wheel of a vintage steam train?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the wheel's surface show gunmetal black color with visible dents, streaks of old grease, and a gleaming flange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in a warm golden glow from a low sun that creates highlights on connecting rods and bolts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the wheel begin to spin slowly with a tremendous jolt while a plume of white steam drifts down from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12703010439872742 + ], + "opposite_logprob_tokens": [ + -2.12703013420105 + ], + "logprob_reward": -0.12703010439872742, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12703010439872742, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11979419738054276, + 0.06240297853946686, + 0.07867157459259033, + 0.12807217240333557, + 0.035799428820610046, + 0.05828738957643509, + 0.3835420608520508, + 0.04515567421913147, + 0.024229224771261215, + 0.06404531747102737 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.12703010439872742 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, extreme close-up remains static, fixed on the massive forged steel drive wheel of a vintage steam train, its immense size filling the frame. The wheel's gunmetal black surface bears the grain of its travel history, showing faint dents and streaks of old grease, while its massive flange gleams and shimmers where it meets the track. The entire scene is bathed in the warm golden glow of a low sun, which catches the edges of heavy connecting rods and giant bolts, creating brilliant highlights against the dark metal. With a tremendous jolt that vibrates through the air, the wheel begins to spin, not quickly, but with an unstoppable, deliberate slowness. You can almost feel the immense torque as the wheel rubs against the gleaming rails beneath, its first powerful turn propelling the heavy, invisible carriage forward with a sense of raw industrial power and nostalgic grandeur. A plume of white steam drifts down from above, momentarily catching the light and adding to the atmosphere of a monumental effort.", + "seed": 2853, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_14/index_3786_seed_2853_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.09898042483255268, + "vlm_logprob": -0.09898042483255268, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.09898042483255268, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in an extreme close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and fixed on a massive forged steel drive wheel of a vintage steam train?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the wheel's surface show gunmetal black color with visible dents, streaks of old grease, and a gleaming flange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in a warm golden glow from a low sun that creates highlights on connecting rods and bolts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the wheel begin to spin slowly with a tremendous jolt while a plume of white steam drifts down from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030408155173063278 + ], + "opposite_logprob_tokens": [ + -3.6554081439971924 + ], + "logprob_reward": -0.030408155173063278, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.030408155173063278, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23685812950134277, + 0.057097334414720535, + 0.052633289247751236, + 0.09417285025119781, + 0.041545432060956955, + 0.28829097747802734, + 0.07109300792217255, + 0.06718205660581589, + 0.047460976988077164, + 0.04366595670580864 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.030408155173063278 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in an extreme close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and fixed on a massive forged steel drive wheel of a vintage steam train?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the wheel's surface show gunmetal black color with visible dents, streaks of old grease, and a gleaming flange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in a warm golden glow from a low sun that creates highlights on connecting rods and bolts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the wheel begin to spin slowly with a tremendous jolt while a plume of white steam drifts down from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018211768940091133 + ], + "opposite_logprob_tokens": [ + -4.018211841583252 + ], + "logprob_reward": -0.018211768940091133, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018211768940091133, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22638055682182312, + 0.07969608902931213, + 0.04697838053107262, + 0.07036172598600388, + 0.08385589718818665, + 0.053853508085012436, + 0.13921183347702026, + 0.06873514503240585, + 0.10660534352064133, + 0.12432151287794113 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.018211768940091133 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in an extreme close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and fixed on a massive forged steel drive wheel of a vintage steam train?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the wheel's surface show gunmetal black color with visible dents, streaks of old grease, and a gleaming flange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in a warm golden glow from a low sun that creates highlights on connecting rods and bolts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the wheel begin to spin slowly with a tremendous jolt while a plume of white steam drifts down from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009782588109374046 + ], + "opposite_logprob_tokens": [ + -4.634782791137695 + ], + "logprob_reward": -0.009782588109374046, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009782588109374046, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21557243168354034, + 0.07165983319282532, + 0.12876330316066742, + 0.09941164404153824, + 0.06440410763025284, + 0.1272152215242386, + 0.05303780734539032, + 0.08937454223632812, + 0.10479557514190674, + 0.04576556384563446 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.009782588109374046 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in an extreme close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and fixed on a massive forged steel drive wheel of a vintage steam train?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the wheel's surface show gunmetal black color with visible dents, streaks of old grease, and a gleaming flange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in a warm golden glow from a low sun that creates highlights on connecting rods and bolts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the wheel begin to spin slowly with a tremendous jolt while a plume of white steam drifts down from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007627056445926428 + ], + "opposite_logprob_tokens": [ + -4.882627010345459 + ], + "logprob_reward": -0.007627056445926428, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007627056445926428, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14944390952587128, + 0.10529351979494095, + 0.056097861379384995, + 0.06511074304580688, + 0.06679382175207138, + 0.1174723356962204, + 0.1103394404053688, + 0.16153675317764282, + 0.1095193549990654, + 0.05839226767420769 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.007627056445926428 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in an extreme close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and fixed on a massive forged steel drive wheel of a vintage steam train?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the wheel's surface show gunmetal black color with visible dents, streaks of old grease, and a gleaming flange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in a warm golden glow from a low sun that creates highlights on connecting rods and bolts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the wheel begin to spin slowly with a tremendous jolt while a plume of white steam drifts down from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42887255549430847 + ], + "opposite_logprob_tokens": [ + -1.0538725852966309 + ], + "logprob_reward": -0.42887255549430847, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.42887255549430847, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11330217868089676, + 0.19550037384033203, + 0.038563553243875504, + 0.062491677701473236, + 0.045458871871232986, + 0.07375769317150116, + 0.09881392866373062, + 0.060115233063697815, + 0.2645753026008606, + 0.04742119088768959 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.42887255549430847 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, extreme close-up remains static, fixed on the massive forged steel drive wheel of a vintage steam train, its immense size filling the frame. The wheel's gunmetal black surface bears the grain of its travel history, showing faint dents and streaks of old grease, while its massive flange gleams and shimmers where it meets the track. The entire scene is bathed in the warm golden glow of a low sun, which catches the edges of heavy connecting rods and giant bolts, creating brilliant highlights against the dark metal. With a tremendous jolt that vibrates through the air, the wheel begins to spin, not quickly, but with an unstoppable, deliberate slowness. You can almost feel the immense torque as the wheel rubs against the gleaming rails beneath, its first powerful turn propelling the heavy, invisible carriage forward with a sense of raw industrial power and nostalgic grandeur. A plume of white steam drifts down from above, momentarily catching the light and adding to the atmosphere of a monumental effort.", + "seed": 2854, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_14/index_3786_seed_2854_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04711821461096406, + "vlm_logprob": -0.04711821461096406, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.04711821461096406, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in an extreme close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and fixed on a massive forged steel drive wheel of a vintage steam train?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the wheel's surface show gunmetal black color with visible dents, streaks of old grease, and a gleaming flange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in a warm golden glow from a low sun that creates highlights on connecting rods and bolts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the wheel begin to spin slowly with a tremendous jolt while a plume of white steam drifts down from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008873789571225643 + ], + "opposite_logprob_tokens": [ + -5.25887393951416 + ], + "logprob_reward": -0.008873789571225643, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.008873789571225643, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1255163550376892, + 0.03987599164247513, + 0.08234579116106033, + 0.07180830091238022, + 0.08576337993144989, + 0.05928250774741173, + 0.2156265377998352, + 0.10291621088981628, + 0.13221779465675354, + 0.08464721590280533 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.008873789571225643 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in an extreme close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and fixed on a massive forged steel drive wheel of a vintage steam train?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the wheel's surface show gunmetal black color with visible dents, streaks of old grease, and a gleaming flange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in a warm golden glow from a low sun that creates highlights on connecting rods and bolts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the wheel begin to spin slowly with a tremendous jolt while a plume of white steam drifts down from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02983291819691658 + ], + "opposite_logprob_tokens": [ + -3.5298328399658203 + ], + "logprob_reward": -0.02983291819691658, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02983291819691658, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08213657140731812, + 0.04350436478853226, + 0.0862596333026886, + 0.17170989513397217, + 0.15994246304035187, + 0.07372645288705826, + 0.10187087953090668, + 0.04869760945439339, + 0.13603436946868896, + 0.09611774235963821 + ], + "top_frames": [ + 3, + 4, + 8 + ], + "selected_reward": -0.02983291819691658 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in an extreme close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and fixed on a massive forged steel drive wheel of a vintage steam train?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the wheel's surface show gunmetal black color with visible dents, streaks of old grease, and a gleaming flange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in a warm golden glow from a low sun that creates highlights on connecting rods and bolts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the wheel begin to spin slowly with a tremendous jolt while a plume of white steam drifts down from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011080518364906311 + ], + "opposite_logprob_tokens": [ + -4.511080741882324 + ], + "logprob_reward": -0.011080518364906311, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011080518364906311, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07959137111902237, + 0.05487147346138954, + 0.042580313980579376, + 0.04296620190143585, + 0.041554227471351624, + 0.12772192060947418, + 0.048208992928266525, + 0.32171428203582764, + 0.11349128186702728, + 0.1272999495267868 + ], + "top_frames": [ + 7, + 5, + 9 + ], + "selected_reward": -0.011080518364906311 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in an extreme close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and fixed on a massive forged steel drive wheel of a vintage steam train?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the wheel's surface show gunmetal black color with visible dents, streaks of old grease, and a gleaming flange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in a warm golden glow from a low sun that creates highlights on connecting rods and bolts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the wheel begin to spin slowly with a tremendous jolt while a plume of white steam drifts down from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005949051585048437 + ], + "opposite_logprob_tokens": [ + -5.130949020385742 + ], + "logprob_reward": -0.005949051585048437, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005949051585048437, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15600305795669556, + 0.11664392799139023, + 0.16354016959667206, + 0.0716247409582138, + 0.06291048228740692, + 0.07489967346191406, + 0.05426521226763725, + 0.09491442143917084, + 0.06622542440891266, + 0.13897289335727692 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.005949051585048437 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in an extreme close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and fixed on a massive forged steel drive wheel of a vintage steam train?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the wheel's surface show gunmetal black color with visible dents, streaks of old grease, and a gleaming flange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in a warm golden glow from a low sun that creates highlights on connecting rods and bolts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the wheel begin to spin slowly with a tremendous jolt while a plume of white steam drifts down from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17985479533672333 + ], + "opposite_logprob_tokens": [ + -1.8048547506332397 + ], + "logprob_reward": -0.17985479533672333, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17985479533672333, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04995919018983841, + 0.02839501202106476, + 0.04852164909243584, + 0.11124423146247864, + 0.06419386714696884, + 0.07038350403308868, + 0.06746144592761993, + 0.25329673290252686, + 0.18442772328853607, + 0.12211666256189346 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.17985479533672333 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_15/index_tensor([2675, 2675])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_15/index_tensor([2675, 2675])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d8f992e5f84874262a25e8882a57984096841acd --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_15/index_tensor([2675, 2675])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "long shot tracks from behind a phoenix, the camera slowly and steadily moving forward, capturing a magnificent and epic scene. A massive phoenix, composed entirely of countless shimmering ice crystals, soars gracefully and powerfully across a sky reminiscent of the aurora borealis. A vast curtain of emerald green, deep purple, and magenta light flows across the deep night sky, undulating softly like silk, providing the sole source of light for the entire scene. Each of the phoenix's feathers is a translucent blade of ice, its crystalline body reflecting the aurora borealis in a shifting rainbow of colors. Suddenly, it folds its massive wings, its body tracing a sharp arc, and with astonishing speed, it plunges downward, plunging towards a massive wall of dense, swirling cumulonimbus clouds below. As the camera zooms in, the image focuses on the tips of its wings, sharp as icicles, as they pierce the heart of the cloud wall with precision and force. At the moment of penetration, countless tiny ice crystal fragments exploded from its wings. These fragments shone like diamonds under the gorgeous aurora, and splashed around together with the torn gray clouds, creating a magnificent moment with extremely rich colors, full of dynamic beauty and an otherworldly magical atmosphere.", + "seed": 5523, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_15/index_2675_seed_5523_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.024312109407037496, + "vlm_logprob": -0.024312109407037496, + "vlm_yes_no_margin": 4.249999952316284, + "vlm_token_credit": -0.024312109407037496, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive phoenix composed entirely of shimmering ice crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a night sky featuring a curtain of emerald green, deep purple, and magenta light resembling the aurora borealis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the phoenix fold its wings and plunge downward towards a massive wall of dense, swirling cumulonimbus clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny ice crystal fragments explode from the phoenix's wings as they pierce the cloud wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a long shot tracking from behind the phoenix and then zoom in on the wing tips piercing the clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018679775297641754 + ], + "opposite_logprob_tokens": [ + -4.018679618835449 + ], + "logprob_reward": -0.018679775297641754, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018679775297641754, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08550219982862473, + 0.037523992359638214, + 0.07212258130311966, + 0.07892558723688126, + 0.048499107360839844, + 0.032776035368442535, + 0.12039748579263687, + 0.12030966579914093, + 0.319719135761261, + 0.08422424644231796 + ], + "top_frames": [ + 8, + 6, + 7 + ], + "selected_reward": -0.018679775297641754 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive phoenix composed entirely of shimmering ice crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a night sky featuring a curtain of emerald green, deep purple, and magenta light resembling the aurora borealis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the phoenix fold its wings and plunge downward towards a massive wall of dense, swirling cumulonimbus clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny ice crystal fragments explode from the phoenix's wings as they pierce the cloud wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a long shot tracking from behind the phoenix and then zoom in on the wing tips piercing the clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046426597982645035 + ], + "opposite_logprob_tokens": [ + -5.379642486572266 + ], + "logprob_reward": -0.0046426597982645035, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046426597982645035, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07518894970417023, + 0.1271195262670517, + 0.06637398153543472, + 0.11765003949403763, + 0.028811005875468254, + 0.046524908393621445, + 0.060876499861478806, + 0.07746386528015137, + 0.21560636162757874, + 0.18438488245010376 + ], + "top_frames": [ + 8, + 9, + 1 + ], + "selected_reward": -0.0046426597982645035 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive phoenix composed entirely of shimmering ice crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a night sky featuring a curtain of emerald green, deep purple, and magenta light resembling the aurora borealis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the phoenix fold its wings and plunge downward towards a massive wall of dense, swirling cumulonimbus clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny ice crystal fragments explode from the phoenix's wings as they pierce the cloud wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a long shot tracking from behind the phoenix and then zoom in on the wing tips piercing the clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006741754245012999 + ], + "opposite_logprob_tokens": [ + -5.006741523742676 + ], + "logprob_reward": -0.006741754245012999, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006741754245012999, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07417798787355423, + 0.0342700220644474, + 0.025360872969031334, + 0.1703706681728363, + 0.07574529200792313, + 0.05799559876322746, + 0.15807373821735382, + 0.05474665388464928, + 0.031215617433190346, + 0.3180435597896576 + ], + "top_frames": [ + 9, + 3, + 6 + ], + "selected_reward": -0.006741754245012999 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive phoenix composed entirely of shimmering ice crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a night sky featuring a curtain of emerald green, deep purple, and magenta light resembling the aurora borealis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the phoenix fold its wings and plunge downward towards a massive wall of dense, swirling cumulonimbus clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny ice crystal fragments explode from the phoenix's wings as they pierce the cloud wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a long shot tracking from behind the phoenix and then zoom in on the wing tips piercing the clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012538531795144081 + ], + "opposite_logprob_tokens": [ + -4.387538433074951 + ], + "logprob_reward": -0.012538531795144081, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012538531795144081, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09778556227684021, + 0.07500159740447998, + 0.036791831254959106, + 0.16245917975902557, + 0.061468712985515594, + 0.032038211822509766, + 0.1397365778684616, + 0.2069726139307022, + 0.059288881719112396, + 0.12845687568187714 + ], + "top_frames": [ + 7, + 3, + 6 + ], + "selected_reward": -0.012538531795144081 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive phoenix composed entirely of shimmering ice crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a night sky featuring a curtain of emerald green, deep purple, and magenta light resembling the aurora borealis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the phoenix fold its wings and plunge downward towards a massive wall of dense, swirling cumulonimbus clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny ice crystal fragments explode from the phoenix's wings as they pierce the cloud wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a long shot tracking from behind the phoenix and then zoom in on the wing tips piercing the clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07895782589912415 + ], + "opposite_logprob_tokens": [ + -2.5789577960968018 + ], + "logprob_reward": -0.07895782589912415, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07895782589912415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09643413126468658, + 0.0937747210264206, + 0.04560525342822075, + 0.1324266493320465, + 0.059519555419683456, + 0.07454346865415573, + 0.058593593537807465, + 0.07338162511587143, + 0.16551463305950165, + 0.20020636916160583 + ], + "top_frames": [ + 9, + 8, + 3 + ], + "selected_reward": -0.07895782589912415 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long shot tracks from behind a phoenix, the camera slowly and steadily moving forward, capturing a magnificent and epic scene. A massive phoenix, composed entirely of countless shimmering ice crystals, soars gracefully and powerfully across a sky reminiscent of the aurora borealis. A vast curtain of emerald green, deep purple, and magenta light flows across the deep night sky, undulating softly like silk, providing the sole source of light for the entire scene. Each of the phoenix's feathers is a translucent blade of ice, its crystalline body reflecting the aurora borealis in a shifting rainbow of colors. Suddenly, it folds its massive wings, its body tracing a sharp arc, and with astonishing speed, it plunges downward, plunging towards a massive wall of dense, swirling cumulonimbus clouds below. As the camera zooms in, the image focuses on the tips of its wings, sharp as icicles, as they pierce the heart of the cloud wall with precision and force. At the moment of penetration, countless tiny ice crystal fragments exploded from its wings. These fragments shone like diamonds under the gorgeous aurora, and splashed around together with the torn gray clouds, creating a magnificent moment with extremely rich colors, full of dynamic beauty and an otherworldly magical atmosphere.", + "seed": 5524, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_15/index_2675_seed_5524_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.0362315041013062, + "vlm_logprob": -0.0362315041013062, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.0362315041013062, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive phoenix composed entirely of shimmering ice crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a night sky featuring a curtain of emerald green, deep purple, and magenta light resembling the aurora borealis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the phoenix fold its wings and plunge downward towards a massive wall of dense, swirling cumulonimbus clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny ice crystal fragments explode from the phoenix's wings as they pierce the cloud wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a long shot tracking from behind the phoenix and then zoom in on the wing tips piercing the clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043981365859508514 + ], + "opposite_logprob_tokens": [ + -3.1689813137054443 + ], + "logprob_reward": -0.043981365859508514, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043981365859508514, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15034383535385132, + 0.13295529782772064, + 0.043322108685970306, + 0.18187859654426575, + 0.07587737590074539, + 0.11935853958129883, + 0.05410057678818703, + 0.07416655868291855, + 0.03354053944349289, + 0.1344565898180008 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.043981365859508514 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive phoenix composed entirely of shimmering ice crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a night sky featuring a curtain of emerald green, deep purple, and magenta light resembling the aurora borealis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the phoenix fold its wings and plunge downward towards a massive wall of dense, swirling cumulonimbus clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny ice crystal fragments explode from the phoenix's wings as they pierce the cloud wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a long shot tracking from behind the phoenix and then zoom in on the wing tips piercing the clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00410214951261878 + ], + "opposite_logprob_tokens": [ + -5.5041022300720215 + ], + "logprob_reward": -0.00410214951261878, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.00410214951261878, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09206293523311615, + 0.16274231672286987, + 0.17020799219608307, + 0.07406117022037506, + 0.02366361767053604, + 0.07297021150588989, + 0.042950619012117386, + 0.25103187561035156, + 0.08291309326887131, + 0.027396149933338165 + ], + "top_frames": [ + 7, + 2, + 1 + ], + "selected_reward": -0.00410214951261878 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive phoenix composed entirely of shimmering ice crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a night sky featuring a curtain of emerald green, deep purple, and magenta light resembling the aurora borealis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the phoenix fold its wings and plunge downward towards a massive wall of dense, swirling cumulonimbus clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny ice crystal fragments explode from the phoenix's wings as they pierce the cloud wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a long shot tracking from behind the phoenix and then zoom in on the wing tips piercing the clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004099062643945217 + ], + "opposite_logprob_tokens": [ + -5.504098892211914 + ], + "logprob_reward": -0.004099062643945217, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004099062643945217, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.051071107387542725, + 0.026359906420111656, + 0.02597705088555813, + 0.038518570363521576, + 0.023444702848792076, + 0.016138335689902306, + 0.055643316358327866, + 0.5940493941307068, + 0.11451157182455063, + 0.05428605526685715 + ], + "top_frames": [ + 7, + 8, + 6 + ], + "selected_reward": -0.004099062643945217 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive phoenix composed entirely of shimmering ice crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a night sky featuring a curtain of emerald green, deep purple, and magenta light resembling the aurora borealis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the phoenix fold its wings and plunge downward towards a massive wall of dense, swirling cumulonimbus clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny ice crystal fragments explode from the phoenix's wings as they pierce the cloud wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a long shot tracking from behind the phoenix and then zoom in on the wing tips piercing the clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016068367287516594 + ], + "opposite_logprob_tokens": [ + -4.141068458557129 + ], + "logprob_reward": -0.016068367287516594, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016068367287516594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0739925354719162, + 0.23404747247695923, + 0.039308905601501465, + 0.058081455528736115, + 0.03738277032971382, + 0.20153659582138062, + 0.05192350596189499, + 0.09589162468910217, + 0.09754033386707306, + 0.11029480397701263 + ], + "top_frames": [ + 1, + 5, + 9 + ], + "selected_reward": -0.016068367287516594 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive phoenix composed entirely of shimmering ice crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a night sky featuring a curtain of emerald green, deep purple, and magenta light resembling the aurora borealis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the phoenix fold its wings and plunge downward towards a massive wall of dense, swirling cumulonimbus clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny ice crystal fragments explode from the phoenix's wings as they pierce the cloud wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a long shot tracking from behind the phoenix and then zoom in on the wing tips piercing the clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1129065752029419 + ], + "opposite_logprob_tokens": [ + -2.2379064559936523 + ], + "logprob_reward": -0.1129065752029419, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1129065752029419, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09057671576738358, + 0.17650887370109558, + 0.03395768627524376, + 0.20623086392879486, + 0.0296956654638052, + 0.0358002744615078, + 0.07108941674232483, + 0.1625586599111557, + 0.15425154566764832, + 0.03933026269078255 + ], + "top_frames": [ + 3, + 1, + 7 + ], + "selected_reward": -0.1129065752029419 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long shot tracks from behind a phoenix, the camera slowly and steadily moving forward, capturing a magnificent and epic scene. A massive phoenix, composed entirely of countless shimmering ice crystals, soars gracefully and powerfully across a sky reminiscent of the aurora borealis. A vast curtain of emerald green, deep purple, and magenta light flows across the deep night sky, undulating softly like silk, providing the sole source of light for the entire scene. Each of the phoenix's feathers is a translucent blade of ice, its crystalline body reflecting the aurora borealis in a shifting rainbow of colors. Suddenly, it folds its massive wings, its body tracing a sharp arc, and with astonishing speed, it plunges downward, plunging towards a massive wall of dense, swirling cumulonimbus clouds below. As the camera zooms in, the image focuses on the tips of its wings, sharp as icicles, as they pierce the heart of the cloud wall with precision and force. At the moment of penetration, countless tiny ice crystal fragments exploded from its wings. These fragments shone like diamonds under the gorgeous aurora, and splashed around together with the torn gray clouds, creating a magnificent moment with extremely rich colors, full of dynamic beauty and an otherworldly magical atmosphere.", + "seed": 5525, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_15/index_2675_seed_5525_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03978482484817505, + "vlm_logprob": -0.03978482484817505, + "vlm_yes_no_margin": 4.25, + "vlm_token_credit": -0.03978482484817505, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive phoenix composed entirely of shimmering ice crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a night sky featuring a curtain of emerald green, deep purple, and magenta light resembling the aurora borealis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the phoenix fold its wings and plunge downward towards a massive wall of dense, swirling cumulonimbus clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny ice crystal fragments explode from the phoenix's wings as they pierce the cloud wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a long shot tracking from behind the phoenix and then zoom in on the wing tips piercing the clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05544816702604294 + ], + "opposite_logprob_tokens": [ + -2.930448055267334 + ], + "logprob_reward": -0.05544816702604294, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05544816702604294, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12067307531833649, + 0.2421441525220871, + 0.273080050945282, + 0.029789544641971588, + 0.0403391532599926, + 0.053169913589954376, + 0.07818517088890076, + 0.06010003387928009, + 0.05035117641091347, + 0.05216782167553902 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.05544816702604294 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive phoenix composed entirely of shimmering ice crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a night sky featuring a curtain of emerald green, deep purple, and magenta light resembling the aurora borealis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the phoenix fold its wings and plunge downward towards a massive wall of dense, swirling cumulonimbus clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny ice crystal fragments explode from the phoenix's wings as they pierce the cloud wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a long shot tracking from behind the phoenix and then zoom in on the wing tips piercing the clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031931623816490173 + ], + "opposite_logprob_tokens": [ + -5.753193378448486 + ], + "logprob_reward": -0.0031931623816490173, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031931623816490173, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20763340592384338, + 0.046566449105739594, + 0.11991561204195023, + 0.0713781863451004, + 0.044282667338848114, + 0.08596315234899521, + 0.05276763066649437, + 0.08145301043987274, + 0.17081932723522186, + 0.1192205473780632 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.0031931623816490173 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive phoenix composed entirely of shimmering ice crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a night sky featuring a curtain of emerald green, deep purple, and magenta light resembling the aurora borealis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the phoenix fold its wings and plunge downward towards a massive wall of dense, swirling cumulonimbus clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny ice crystal fragments explode from the phoenix's wings as they pierce the cloud wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a long shot tracking from behind the phoenix and then zoom in on the wing tips piercing the clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00219818577170372 + ], + "opposite_logprob_tokens": [ + -6.127198219299316 + ], + "logprob_reward": -0.00219818577170372, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.00219818577170372, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21404492855072021, + 0.08294979482889175, + 0.04941839724779129, + 0.06063603609800339, + 0.08355803787708282, + 0.05676335468888283, + 0.05092157796025276, + 0.22914648056030273, + 0.09492775052785873, + 0.07763363420963287 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.00219818577170372 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive phoenix composed entirely of shimmering ice crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a night sky featuring a curtain of emerald green, deep purple, and magenta light resembling the aurora borealis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the phoenix fold its wings and plunge downward towards a massive wall of dense, swirling cumulonimbus clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny ice crystal fragments explode from the phoenix's wings as they pierce the cloud wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a long shot tracking from behind the phoenix and then zoom in on the wing tips piercing the clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011072147637605667 + ], + "opposite_logprob_tokens": [ + -4.511072158813477 + ], + "logprob_reward": -0.011072147637605667, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011072147637605667, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1136222705245018, + 0.12167303264141083, + 0.043265704065561295, + 0.05308139696717262, + 0.06058482825756073, + 0.147721529006958, + 0.15372329950332642, + 0.16444456577301025, + 0.09292090684175491, + 0.04896250739693642 + ], + "top_frames": [ + 7, + 6, + 5 + ], + "selected_reward": -0.011072147637605667 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive phoenix composed entirely of shimmering ice crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a night sky featuring a curtain of emerald green, deep purple, and magenta light resembling the aurora borealis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the phoenix fold its wings and plunge downward towards a massive wall of dense, swirling cumulonimbus clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny ice crystal fragments explode from the phoenix's wings as they pierce the cloud wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a long shot tracking from behind the phoenix and then zoom in on the wing tips piercing the clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270124614238739 + ], + "opposite_logprob_tokens": [ + -2.1270124912261963 + ], + "logprob_reward": -0.1270124614238739, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270124614238739, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2136218547821045, + 0.10942140966653824, + 0.06505019962787628, + 0.05452190712094307, + 0.04898903891444206, + 0.12022022157907486, + 0.0650964304804802, + 0.12741035223007202, + 0.11964110285043716, + 0.07602744549512863 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.1270124614238739 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long shot tracks from behind a phoenix, the camera slowly and steadily moving forward, capturing a magnificent and epic scene. A massive phoenix, composed entirely of countless shimmering ice crystals, soars gracefully and powerfully across a sky reminiscent of the aurora borealis. A vast curtain of emerald green, deep purple, and magenta light flows across the deep night sky, undulating softly like silk, providing the sole source of light for the entire scene. Each of the phoenix's feathers is a translucent blade of ice, its crystalline body reflecting the aurora borealis in a shifting rainbow of colors. Suddenly, it folds its massive wings, its body tracing a sharp arc, and with astonishing speed, it plunges downward, plunging towards a massive wall of dense, swirling cumulonimbus clouds below. As the camera zooms in, the image focuses on the tips of its wings, sharp as icicles, as they pierce the heart of the cloud wall with precision and force. At the moment of penetration, countless tiny ice crystal fragments exploded from its wings. These fragments shone like diamonds under the gorgeous aurora, and splashed around together with the torn gray clouds, creating a magnificent moment with extremely rich colors, full of dynamic beauty and an otherworldly magical atmosphere.", + "seed": 5526, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_15/index_2675_seed_5526_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04378809975460172, + "vlm_logprob": -0.04378809975460172, + "vlm_yes_no_margin": 3.824999976158142, + "vlm_token_credit": -0.04378809975460172, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive phoenix composed entirely of shimmering ice crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a night sky featuring a curtain of emerald green, deep purple, and magenta light resembling the aurora borealis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the phoenix fold its wings and plunge downward towards a massive wall of dense, swirling cumulonimbus clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny ice crystal fragments explode from the phoenix's wings as they pierce the cloud wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a long shot tracking from behind the phoenix and then zoom in on the wing tips piercing the clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04409121721982956 + ], + "opposite_logprob_tokens": [ + -3.16909122467041 + ], + "logprob_reward": -0.04409121721982956, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04409121721982956, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4474542737007141, + 0.03993583470582962, + 0.0379197858273983, + 0.050585802644491196, + 0.027456674724817276, + 0.05487820506095886, + 0.1137758418917656, + 0.08003605157136917, + 0.04576276242733002, + 0.10219471901655197 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.04409121721982956 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive phoenix composed entirely of shimmering ice crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a night sky featuring a curtain of emerald green, deep purple, and magenta light resembling the aurora borealis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the phoenix fold its wings and plunge downward towards a massive wall of dense, swirling cumulonimbus clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny ice crystal fragments explode from the phoenix's wings as they pierce the cloud wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a long shot tracking from behind the phoenix and then zoom in on the wing tips piercing the clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009792622178792953 + ], + "opposite_logprob_tokens": [ + -4.634792804718018 + ], + "logprob_reward": -0.009792622178792953, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009792622178792953, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07820598036050797, + 0.022691065445542336, + 0.025319982320070267, + 0.014165306463837624, + 0.03834538534283638, + 0.03478683531284332, + 0.17916704714298248, + 0.3757202625274658, + 0.03159084543585777, + 0.20000724494457245 + ], + "top_frames": [ + 7, + 9, + 6 + ], + "selected_reward": -0.009792622178792953 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive phoenix composed entirely of shimmering ice crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a night sky featuring a curtain of emerald green, deep purple, and magenta light resembling the aurora borealis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the phoenix fold its wings and plunge downward towards a massive wall of dense, swirling cumulonimbus clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny ice crystal fragments explode from the phoenix's wings as they pierce the cloud wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a long shot tracking from behind the phoenix and then zoom in on the wing tips piercing the clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004099181387573481 + ], + "opposite_logprob_tokens": [ + -5.504099369049072 + ], + "logprob_reward": -0.004099181387573481, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004099181387573481, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06930527836084366, + 0.04088478162884712, + 0.013717169873416424, + 0.011065136641263962, + 0.046099867671728134, + 0.032628368586301804, + 0.07376988977193832, + 0.05970589816570282, + 0.044865503907203674, + 0.6079580783843994 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.004099181387573481 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive phoenix composed entirely of shimmering ice crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a night sky featuring a curtain of emerald green, deep purple, and magenta light resembling the aurora borealis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the phoenix fold its wings and plunge downward towards a massive wall of dense, swirling cumulonimbus clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny ice crystal fragments explode from the phoenix's wings as they pierce the cloud wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a long shot tracking from behind the phoenix and then zoom in on the wing tips piercing the clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818636804819107 + ], + "opposite_logprob_tokens": [ + -4.018186569213867 + ], + "logprob_reward": -0.01818636804819107, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818636804819107, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06729943305253983, + 0.020437760278582573, + 0.044790416955947876, + 0.014515400864183903, + 0.03921734541654587, + 0.11595553904771805, + 0.08332112431526184, + 0.051689308136701584, + 0.035363469272851944, + 0.5274102091789246 + ], + "top_frames": [ + 9, + 5, + 6 + ], + "selected_reward": -0.01818636804819107 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive phoenix composed entirely of shimmering ice crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a night sky featuring a curtain of emerald green, deep purple, and magenta light resembling the aurora borealis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the phoenix fold its wings and plunge downward towards a massive wall of dense, swirling cumulonimbus clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny ice crystal fragments explode from the phoenix's wings as they pierce the cloud wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a long shot tracking from behind the phoenix and then zoom in on the wing tips piercing the clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14277110993862152 + ], + "opposite_logprob_tokens": [ + -2.017771005630493 + ], + "logprob_reward": -0.14277110993862152, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14277110993862152, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2883090674877167, + 0.06000259891152382, + 0.0582142174243927, + 0.1532232016324997, + 0.07082159072160721, + 0.06518715620040894, + 0.14371022582054138, + 0.03382200002670288, + 0.058676235377788544, + 0.06803371757268906 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.14277110993862152 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_2/index_tensor([7088, 7088])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_2/index_tensor([7088, 7088])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9392dcb439e38c334f7076be4946374b2b9322eb --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_2/index_tensor([7088, 7088])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "nearly static overhead close-up captures a brush saturated with thick ink. Its dark polished wooden shaft is guided by a steady, powerful hand. The tip, gathered into a sharp point, saturated with thick, lacquer-like ink, cuts decisively into the off-white rice paper spread flat on a dark gray felt tabletop. As the brush strokes vigorously across the paper, the tip slightly spreads under the pressure, and the rich ink instantly seeps into the delicate fibers of the paper, leaving behind a rich, textured black stroke with a subtle, saturated edge. A soft, focused sidelight illuminates the image from the side, highlighting the paper's texture and giving the freshly applied ink a moist sheen. Each lifting, pressing, and pausing movement is imbued with both control and explosive force. The image, framed by the stark contrast of black and white, creates a tranquil ritual blending concentration, strength, and classical aesthetics.", + "seed": 10498, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_2/index_7088_seed_10498_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.029886243864893913, + "vlm_logprob": -0.029886243864893913, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.029886243864893913, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a brush with a dark polished wooden shaft and a sharp, ink-saturated tip visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brush guided by a steady, powerful hand on off-white rice paper spread on a dark gray felt tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the brush moving vigorously to create a rich, textured black stroke with a moist sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a soft, focused sidelight that highlights the paper's texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07749395817518234 + ], + "opposite_logprob_tokens": [ + -2.827493906021118 + ], + "logprob_reward": -0.07749395817518234, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.07749395817518234, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12995263934135437, + 0.05302030220627785, + 0.06938840448856354, + 0.09198327362537384, + 0.09836661070585251, + 0.058963973075151443, + 0.32218265533447266, + 0.03283805027604103, + 0.04837629944086075, + 0.09492772817611694 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.07749395817518234 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a brush with a dark polished wooden shaft and a sharp, ink-saturated tip visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brush guided by a steady, powerful hand on off-white rice paper spread on a dark gray felt tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the brush moving vigorously to create a rich, textured black stroke with a moist sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a soft, focused sidelight that highlights the paper's texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026390548795461655 + ], + "opposite_logprob_tokens": [ + -3.651390552520752 + ], + "logprob_reward": -0.026390548795461655, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026390548795461655, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2263883799314499, + 0.13689500093460083, + 0.02978784777224064, + 0.07906261831521988, + 0.06801778078079224, + 0.0933278426527977, + 0.07900383323431015, + 0.03051786497235298, + 0.10850455611944199, + 0.14849428832530975 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.026390548795461655 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a brush with a dark polished wooden shaft and a sharp, ink-saturated tip visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brush guided by a steady, powerful hand on off-white rice paper spread on a dark gray felt tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the brush moving vigorously to create a rich, textured black stroke with a moist sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a soft, focused sidelight that highlights the paper's texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008650803938508034 + ], + "opposite_logprob_tokens": [ + -4.758650779724121 + ], + "logprob_reward": -0.008650803938508034, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008650803938508034, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16314244270324707, + 0.10709820687770844, + 0.05961202457547188, + 0.08439214527606964, + 0.2197498232126236, + 0.04501032084226608, + 0.10876454412937164, + 0.06909191608428955, + 0.05074239522218704, + 0.09239614009857178 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.008650803938508034 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a brush with a dark polished wooden shaft and a sharp, ink-saturated tip visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brush guided by a steady, powerful hand on off-white rice paper spread on a dark gray felt tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the brush moving vigorously to create a rich, textured black stroke with a moist sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a soft, focused sidelight that highlights the paper's texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031943507492542267 + ], + "opposite_logprob_tokens": [ + -5.753194332122803 + ], + "logprob_reward": -0.0031943507492542267, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031943507492542267, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09021169692277908, + 0.07455097883939743, + 0.043391309678554535, + 0.09808019548654556, + 0.10476541519165039, + 0.08687449991703033, + 0.0932178869843483, + 0.052335672080516815, + 0.2140204757452011, + 0.14255179464817047 + ], + "top_frames": [ + 8, + 9, + 4 + ], + "selected_reward": -0.0031943507492542267 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a brush with a dark polished wooden shaft and a sharp, ink-saturated tip visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brush guided by a steady, powerful hand on off-white rice paper spread on a dark gray felt tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the brush moving vigorously to create a rich, textured black stroke with a moist sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a soft, focused sidelight that highlights the paper's texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370155766606331 + ], + "opposite_logprob_tokens": [ + -3.4087016582489014 + ], + "logprob_reward": -0.03370155766606331, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370155766606331, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1025577113032341, + 0.07950752973556519, + 0.1399625986814499, + 0.14490871131420135, + 0.20311255753040314, + 0.021839428693056107, + 0.10929372906684875, + 0.04031967371702194, + 0.05492723733186722, + 0.10357082635164261 + ], + "top_frames": [ + 4, + 3, + 2 + ], + "selected_reward": -0.03370155766606331 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "nearly static overhead close-up captures a brush saturated with thick ink. Its dark polished wooden shaft is guided by a steady, powerful hand. The tip, gathered into a sharp point, saturated with thick, lacquer-like ink, cuts decisively into the off-white rice paper spread flat on a dark gray felt tabletop. As the brush strokes vigorously across the paper, the tip slightly spreads under the pressure, and the rich ink instantly seeps into the delicate fibers of the paper, leaving behind a rich, textured black stroke with a subtle, saturated edge. A soft, focused sidelight illuminates the image from the side, highlighting the paper's texture and giving the freshly applied ink a moist sheen. Each lifting, pressing, and pausing movement is imbued with both control and explosive force. The image, framed by the stark contrast of black and white, creates a tranquil ritual blending concentration, strength, and classical aesthetics.", + "seed": 10499, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_2/index_7088_seed_10499_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06689687203615904, + "vlm_logprob": -0.06689687203615904, + "vlm_yes_no_margin": 3.025, + "vlm_token_credit": -0.06689687203615904, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a brush with a dark polished wooden shaft and a sharp, ink-saturated tip visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brush guided by a steady, powerful hand on off-white rice paper spread on a dark gray felt tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the brush moving vigorously to create a rich, textured black stroke with a moist sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a soft, focused sidelight that highlights the paper's texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038875825703144073 + ], + "opposite_logprob_tokens": [ + -3.4138758182525635 + ], + "logprob_reward": -0.038875825703144073, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.038875825703144073, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.43615207076072693, + 0.1734355092048645, + 0.03443596884608269, + 0.007290373090654612, + 0.08637688308954239, + 0.007289605215191841, + 0.13780561089515686, + 0.02463213913142681, + 0.009239796549081802, + 0.08334209024906158 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.038875825703144073 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a brush with a dark polished wooden shaft and a sharp, ink-saturated tip visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brush guided by a steady, powerful hand on off-white rice paper spread on a dark gray felt tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the brush moving vigorously to create a rich, textured black stroke with a moist sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a soft, focused sidelight that highlights the paper's texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16042253375053406 + ], + "opposite_logprob_tokens": [ + -1.9104225635528564 + ], + "logprob_reward": -0.16042253375053406, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16042253375053406, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4139569103717804, + 0.34317639470100403, + 0.026403551921248436, + 0.007299954071640968, + 0.009664230979979038, + 0.011510564014315605, + 0.09008616209030151, + 0.02088376134634018, + 0.012674244120717049, + 0.06434422731399536 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.16042253375053406 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a brush with a dark polished wooden shaft and a sharp, ink-saturated tip visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brush guided by a steady, powerful hand on off-white rice paper spread on a dark gray felt tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the brush moving vigorously to create a rich, textured black stroke with a moist sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a soft, focused sidelight that highlights the paper's texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062058478593826294 + ], + "opposite_logprob_tokens": [ + -2.812058448791504 + ], + "logprob_reward": -0.062058478593826294, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062058478593826294, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6497871279716492, + 0.051019247621297836, + 0.01832781918346882, + 0.014403102919459343, + 0.0597827322781086, + 0.014753084629774094, + 0.09807606041431427, + 0.024444445967674255, + 0.013544823043048382, + 0.055861495435237885 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.062058478593826294 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a brush with a dark polished wooden shaft and a sharp, ink-saturated tip visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brush guided by a steady, powerful hand on off-white rice paper spread on a dark gray felt tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the brush moving vigorously to create a rich, textured black stroke with a moist sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a soft, focused sidelight that highlights the paper's texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011079574935138226 + ], + "opposite_logprob_tokens": [ + -4.511079788208008 + ], + "logprob_reward": -0.011079574935138226, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011079574935138226, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4800281822681427, + 0.1254189908504486, + 0.03359440341591835, + 0.01651841774582863, + 0.06207118183374405, + 0.0115823308005929, + 0.14525645971298218, + 0.03190276771783829, + 0.03343719616532326, + 0.060190070420503616 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.011079574935138226 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a brush with a dark polished wooden shaft and a sharp, ink-saturated tip visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brush guided by a steady, powerful hand on off-white rice paper spread on a dark gray felt tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the brush moving vigorously to create a rich, textured black stroke with a moist sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a soft, focused sidelight that highlights the paper's texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06204794719815254 + ], + "opposite_logprob_tokens": [ + -2.8120479583740234 + ], + "logprob_reward": -0.06204794719815254, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06204794719815254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6611811518669128, + 0.135812908411026, + 0.015316550619900227, + 0.010965928435325623, + 0.033035650849342346, + 0.012956026010215282, + 0.06272576004266739, + 0.017423784360289574, + 0.017985792830586433, + 0.032596416771411896 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.06204794719815254 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "nearly static overhead close-up captures a brush saturated with thick ink. Its dark polished wooden shaft is guided by a steady, powerful hand. The tip, gathered into a sharp point, saturated with thick, lacquer-like ink, cuts decisively into the off-white rice paper spread flat on a dark gray felt tabletop. As the brush strokes vigorously across the paper, the tip slightly spreads under the pressure, and the rich ink instantly seeps into the delicate fibers of the paper, leaving behind a rich, textured black stroke with a subtle, saturated edge. A soft, focused sidelight illuminates the image from the side, highlighting the paper's texture and giving the freshly applied ink a moist sheen. Each lifting, pressing, and pausing movement is imbued with both control and explosive force. The image, framed by the stark contrast of black and white, creates a tranquil ritual blending concentration, strength, and classical aesthetics.", + "seed": 10500, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_2/index_7088_seed_10500_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.012271088780835271, + "vlm_logprob": -0.012271088780835271, + "vlm_yes_no_margin": 4.725, + "vlm_token_credit": -0.012271088780835271, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a brush with a dark polished wooden shaft and a sharp, ink-saturated tip visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brush guided by a steady, powerful hand on off-white rice paper spread on a dark gray felt tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the brush moving vigorously to create a rich, textured black stroke with a moist sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a soft, focused sidelight that highlights the paper's texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010587592609226704 + ], + "opposite_logprob_tokens": [ + -5.135587692260742 + ], + "logprob_reward": -0.010587592609226704, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.010587592609226704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2456350326538086, + 0.11672830581665039, + 0.07704772055149078, + 0.04205566272139549, + 0.11853942275047302, + 0.2310970276594162, + 0.054496727883815765, + 0.029887380078434944, + 0.023062635213136673, + 0.06145006790757179 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.010587592609226704 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a brush with a dark polished wooden shaft and a sharp, ink-saturated tip visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brush guided by a steady, powerful hand on off-white rice paper spread on a dark gray felt tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the brush moving vigorously to create a rich, textured black stroke with a moist sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a soft, focused sidelight that highlights the paper's texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012575025670230389 + ], + "opposite_logprob_tokens": [ + -4.387575149536133 + ], + "logprob_reward": -0.012575025670230389, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012575025670230389, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3235483467578888, + 0.09691816568374634, + 0.10578829050064087, + 0.03672085329890251, + 0.04188816249370575, + 0.280929833650589, + 0.027417395263910294, + 0.032380905002355576, + 0.03112083487212658, + 0.023287294432520866 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.012575025670230389 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a brush with a dark polished wooden shaft and a sharp, ink-saturated tip visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brush guided by a steady, powerful hand on off-white rice paper spread on a dark gray felt tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the brush moving vigorously to create a rich, textured black stroke with a moist sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a soft, focused sidelight that highlights the paper's texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008651631884276867 + ], + "opposite_logprob_tokens": [ + -4.7586517333984375 + ], + "logprob_reward": -0.008651631884276867, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008651631884276867, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1731228530406952, + 0.1013106107711792, + 0.10838396102190018, + 0.032496482133865356, + 0.05205371230840683, + 0.3643884062767029, + 0.07770710438489914, + 0.03021141327917576, + 0.02491064742207527, + 0.035414859652519226 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.008651631884276867 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a brush with a dark polished wooden shaft and a sharp, ink-saturated tip visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brush guided by a steady, powerful hand on off-white rice paper spread on a dark gray felt tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the brush moving vigorously to create a rich, textured black stroke with a moist sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a soft, focused sidelight that highlights the paper's texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031922117341309786 + ], + "opposite_logprob_tokens": [ + -5.75319242477417 + ], + "logprob_reward": -0.0031922117341309786, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031922117341309786, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26997554302215576, + 0.08723850548267365, + 0.09813331812620163, + 0.06214781850576401, + 0.031765978783369064, + 0.26721614599227905, + 0.08368075639009476, + 0.04646472632884979, + 0.026654548943042755, + 0.026722686365246773 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.0031922117341309786 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a brush with a dark polished wooden shaft and a sharp, ink-saturated tip visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brush guided by a steady, powerful hand on off-white rice paper spread on a dark gray felt tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the brush moving vigorously to create a rich, textured black stroke with a moist sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a soft, focused sidelight that highlights the paper's texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026348982006311417 + ], + "opposite_logprob_tokens": [ + -3.6513490676879883 + ], + "logprob_reward": -0.026348982006311417, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026348982006311417, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16415713727474213, + 0.14997455477714539, + 0.13376972079277039, + 0.12463951855897903, + 0.09889842569828033, + 0.1284063160419464, + 0.046508051455020905, + 0.03916450962424278, + 0.03843660652637482, + 0.0760451927781105 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.026348982006311417 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "nearly static overhead close-up captures a brush saturated with thick ink. Its dark polished wooden shaft is guided by a steady, powerful hand. The tip, gathered into a sharp point, saturated with thick, lacquer-like ink, cuts decisively into the off-white rice paper spread flat on a dark gray felt tabletop. As the brush strokes vigorously across the paper, the tip slightly spreads under the pressure, and the rich ink instantly seeps into the delicate fibers of the paper, leaving behind a rich, textured black stroke with a subtle, saturated edge. A soft, focused sidelight illuminates the image from the side, highlighting the paper's texture and giving the freshly applied ink a moist sheen. Each lifting, pressing, and pausing movement is imbued with both control and explosive force. The image, framed by the stark contrast of black and white, creates a tranquil ritual blending concentration, strength, and classical aesthetics.", + "seed": 10501, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_2/index_7088_seed_10501_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.015041098650544881, + "vlm_logprob": -0.015041098650544881, + "vlm_yes_no_margin": 4.45, + "vlm_token_credit": -0.015041098650544881, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a brush with a dark polished wooden shaft and a sharp, ink-saturated tip visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brush guided by a steady, powerful hand on off-white rice paper spread on a dark gray felt tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the brush moving vigorously to create a rich, textured black stroke with a moist sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a soft, focused sidelight that highlights the paper's texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021971266716718674 + ], + "opposite_logprob_tokens": [ + -4.146971225738525 + ], + "logprob_reward": -0.021971266716718674, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.021971266716718674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2854320704936981, + 0.08406027406454086, + 0.21996331214904785, + 0.03425176814198494, + 0.058111339807510376, + 0.033299192786216736, + 0.08079644292593002, + 0.05611833557486534, + 0.07385134696960449, + 0.07411589473485947 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.021971266716718674 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a brush with a dark polished wooden shaft and a sharp, ink-saturated tip visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brush guided by a steady, powerful hand on off-white rice paper spread on a dark gray felt tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the brush moving vigorously to create a rich, textured black stroke with a moist sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a soft, focused sidelight that highlights the paper's texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018220197409391403 + ], + "opposite_logprob_tokens": [ + -4.0182204246521 + ], + "logprob_reward": -0.018220197409391403, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018220197409391403, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18070964515209198, + 0.16960863769054413, + 0.2228982150554657, + 0.060300879180431366, + 0.19460023939609528, + 0.017774051055312157, + 0.0404847078025341, + 0.03440968319773674, + 0.03080025129020214, + 0.04841362312436104 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.018220197409391403 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a brush with a dark polished wooden shaft and a sharp, ink-saturated tip visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brush guided by a steady, powerful hand on off-white rice paper spread on a dark gray felt tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the brush moving vigorously to create a rich, textured black stroke with a moist sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a soft, focused sidelight that highlights the paper's texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007636875845491886 + ], + "opposite_logprob_tokens": [ + -4.882637023925781 + ], + "logprob_reward": -0.007636875845491886, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007636875845491886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.49402719736099243, + 0.10582660138607025, + 0.14881639182567596, + 0.030188778415322304, + 0.039923880249261856, + 0.019742188975214958, + 0.030563224107027054, + 0.037562109529972076, + 0.04486866667866707, + 0.04848095029592514 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.007636875845491886 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a brush with a dark polished wooden shaft and a sharp, ink-saturated tip visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brush guided by a steady, powerful hand on off-white rice paper spread on a dark gray felt tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the brush moving vigorously to create a rich, textured black stroke with a moist sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a soft, focused sidelight that highlights the paper's texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004094670061022043 + ], + "opposite_logprob_tokens": [ + -5.50409460067749 + ], + "logprob_reward": -0.004094670061022043, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004094670061022043, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21111217141151428, + 0.038299571722745895, + 0.14747580885887146, + 0.040817465633153915, + 0.39118996262550354, + 0.027648650109767914, + 0.045915815979242325, + 0.02885652519762516, + 0.01822437345981598, + 0.050459571182727814 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.004094670061022043 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a brush with a dark polished wooden shaft and a sharp, ink-saturated tip visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the brush guided by a steady, powerful hand on off-white rice paper spread on a dark gray felt tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the brush moving vigorously to create a rich, textured black stroke with a moist sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a soft, focused sidelight that highlights the paper's texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023282483220100403 + ], + "opposite_logprob_tokens": [ + -3.773282527923584 + ], + "logprob_reward": -0.023282483220100403, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023282483220100403, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4297116994857788, + 0.05469577759504318, + 0.105120450258255, + 0.030959665775299072, + 0.15005707740783691, + 0.030329331755638123, + 0.04553835466504097, + 0.05261095613241196, + 0.05977122485637665, + 0.041205521672964096 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.023282483220100403 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_3/index_tensor([2792, 2792])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_3/index_tensor([2792, 2792])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a3812aa823b7fd50d8d7c178d39d7a2cfc8f2ca8 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_3/index_tensor([2792, 2792])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An unbroken, extreme close-up, tilted downward in a slow, graceful motion, perfectly tracks a steaming, golden-brown, hand-torn pancake as it tumbles in a gentle freefall. The pancake, with its beautifully irregular, hand-torn shape, swirls lazily, revealing a complex topography comprised of crisp, dark-brown peaks and soft, golden valleys. The delicate, paper-thin layers distinctly separate, revealing a fluffy, airy interior from which delicate steam curls and dissipates. The scene is sculpted by a single source of warm, soft light, entering from the side, subtly accentuating the jagged, separated layers and casting soft shadows to emphasize their texture. This light also captures and illuminates ethereal flour grains, which float and dance weightlessly in the air against a dark, out-of-focus rural backdrop. The overall aesthetic, inspired by traditional breadmaking, utilizes warm tones to create a high-contrast visual that evokes an atmosphere of tranquility, focus, and deep comfort, celebrating the simple beauty of food in a moment of pause.", + "seed": 10291, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_3/index_2792_seed_10291_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04219002109020949, + "vlm_logprob": -0.04219002109020949, + "vlm_yes_no_margin": 3.325, + "vlm_token_credit": -0.04219002109020949, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a steaming, golden-brown pancake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pancake moving in a gentle freefall with a tumbling motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pancake show distinct paper-thin layers separating to reveal a fluffy interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single source of warm, soft light entering from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ethereal flour grains visible floating in the air against a dark, out-of-focus rural backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023076433688402176 + ], + "opposite_logprob_tokens": [ + -3.8980765342712402 + ], + "logprob_reward": -0.023076433688402176, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.023076433688402176, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2677749991416931, + 0.054084111005067825, + 0.042006462812423706, + 0.08731726557016373, + 0.0908331647515297, + 0.05405625328421593, + 0.08083133399486542, + 0.07381559908390045, + 0.20580391585826874, + 0.04347694292664528 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.023076433688402176 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a steaming, golden-brown pancake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pancake moving in a gentle freefall with a tumbling motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pancake show distinct paper-thin layers separating to reveal a fluffy interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single source of warm, soft light entering from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ethereal flour grains visible floating in the air against a dark, out-of-focus rural backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04867476224899292 + ], + "opposite_logprob_tokens": [ + -3.0486748218536377 + ], + "logprob_reward": -0.04867476224899292, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04867476224899292, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19584733247756958, + 0.06817007809877396, + 0.034118786454200745, + 0.08150936663150787, + 0.08735577017068863, + 0.10019270330667496, + 0.07765237241983414, + 0.11715970933437347, + 0.1957050859928131, + 0.04228884354233742 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.04867476224899292 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a steaming, golden-brown pancake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pancake moving in a gentle freefall with a tumbling motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pancake show distinct paper-thin layers separating to reveal a fluffy interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single source of warm, soft light entering from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ethereal flour grains visible floating in the air against a dark, out-of-focus rural backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014207287691533566 + ], + "opposite_logprob_tokens": [ + -4.264207363128662 + ], + "logprob_reward": -0.014207287691533566, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014207287691533566, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19039185345172882, + 0.13474799692630768, + 0.11485060304403305, + 0.04469611123204231, + 0.08233276009559631, + 0.03456229344010353, + 0.03193118795752525, + 0.12052924931049347, + 0.17790694534778595, + 0.06805097311735153 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.014207287691533566 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a steaming, golden-brown pancake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pancake moving in a gentle freefall with a tumbling motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pancake show distinct paper-thin layers separating to reveal a fluffy interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single source of warm, soft light entering from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ethereal flour grains visible floating in the air against a dark, out-of-focus rural backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004059851169586 + ], + "opposite_logprob_tokens": [ + -2.695040702819824 + ], + "logprob_reward": -0.07004059851169586, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004059851169586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17827045917510986, + 0.09408872574567795, + 0.04606050252914429, + 0.12073817104101181, + 0.08007489889860153, + 0.14175787568092346, + 0.07017286866903305, + 0.07159978151321411, + 0.07354570180177689, + 0.12369099259376526 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.07004059851169586 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a steaming, golden-brown pancake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pancake moving in a gentle freefall with a tumbling motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pancake show distinct paper-thin layers separating to reveal a fluffy interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single source of warm, soft light entering from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ethereal flour grains visible floating in the air against a dark, out-of-focus rural backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0549510233104229 + ], + "opposite_logprob_tokens": [ + -2.9299509525299072 + ], + "logprob_reward": -0.0549510233104229, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.0549510233104229, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3747875392436981, + 0.12921887636184692, + 0.021831393241882324, + 0.02635350078344345, + 0.04407383129000664, + 0.15703248977661133, + 0.02309359610080719, + 0.0933651402592659, + 0.09936341643333435, + 0.03088017739355564 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.0549510233104229 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An unbroken, extreme close-up, tilted downward in a slow, graceful motion, perfectly tracks a steaming, golden-brown, hand-torn pancake as it tumbles in a gentle freefall. The pancake, with its beautifully irregular, hand-torn shape, swirls lazily, revealing a complex topography comprised of crisp, dark-brown peaks and soft, golden valleys. The delicate, paper-thin layers distinctly separate, revealing a fluffy, airy interior from which delicate steam curls and dissipates. The scene is sculpted by a single source of warm, soft light, entering from the side, subtly accentuating the jagged, separated layers and casting soft shadows to emphasize their texture. This light also captures and illuminates ethereal flour grains, which float and dance weightlessly in the air against a dark, out-of-focus rural backdrop. The overall aesthetic, inspired by traditional breadmaking, utilizes warm tones to create a high-contrast visual that evokes an atmosphere of tranquility, focus, and deep comfort, celebrating the simple beauty of food in a moment of pause.", + "seed": 10292, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_3/index_2792_seed_10292_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06780429482460022, + "vlm_logprob": -0.06780429482460022, + "vlm_yes_no_margin": 2.7750000238418577, + "vlm_token_credit": -0.06780429482460022, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a steaming, golden-brown pancake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pancake moving in a gentle freefall with a tumbling motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pancake show distinct paper-thin layers separating to reveal a fluffy interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single source of warm, soft light entering from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ethereal flour grains visible floating in the air against a dark, out-of-focus rural backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14363637566566467 + ], + "opposite_logprob_tokens": [ + -2.018636465072632 + ], + "logprob_reward": -0.14363637566566467, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14363637566566467, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23985515534877777, + 0.05910934880375862, + 0.026861092075705528, + 0.023513106629252434, + 0.03156854957342148, + 0.09260831028223038, + 0.01749473065137863, + 0.023665856570005417, + 0.061654552817344666, + 0.4236692786216736 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.14363637566566467 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a steaming, golden-brown pancake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pancake moving in a gentle freefall with a tumbling motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pancake show distinct paper-thin layers separating to reveal a fluffy interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single source of warm, soft light entering from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ethereal flour grains visible floating in the air against a dark, out-of-focus rural backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043077558279037476 + ], + "opposite_logprob_tokens": [ + -3.1680774688720703 + ], + "logprob_reward": -0.043077558279037476, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043077558279037476, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17232109606266022, + 0.04885302856564522, + 0.04062248393893242, + 0.042943231761455536, + 0.04517161846160889, + 0.3068016767501831, + 0.026003265753388405, + 0.03732014819979668, + 0.036754705011844635, + 0.24320878088474274 + ], + "top_frames": [ + 5, + 9, + 0 + ], + "selected_reward": -0.043077558279037476 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a steaming, golden-brown pancake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pancake moving in a gentle freefall with a tumbling motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pancake show distinct paper-thin layers separating to reveal a fluffy interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single source of warm, soft light entering from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ethereal flour grains visible floating in the air against a dark, out-of-focus rural backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0486777164041996 + ], + "opposite_logprob_tokens": [ + -3.048677682876587 + ], + "logprob_reward": -0.0486777164041996, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.0486777164041996, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28342822194099426, + 0.037805814296007156, + 0.024080559611320496, + 0.03066081553697586, + 0.06288009881973267, + 0.061583731323480606, + 0.013348915614187717, + 0.010956760495901108, + 0.022164272144436836, + 0.4530907869338989 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.0486777164041996 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a steaming, golden-brown pancake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pancake moving in a gentle freefall with a tumbling motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pancake show distinct paper-thin layers separating to reveal a fluffy interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single source of warm, soft light entering from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ethereal flour grains visible floating in the air against a dark, out-of-focus rural backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497731640934944 + ], + "opposite_logprob_tokens": [ + -2.9299774169921875 + ], + "logprob_reward": -0.05497731640934944, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497731640934944, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3725088834762573, + 0.033081915229558945, + 0.02715248614549637, + 0.031468212604522705, + 0.03220437467098236, + 0.25745266675949097, + 0.0590524859726429, + 0.023143501952290535, + 0.07447002828121185, + 0.08946537971496582 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.05497731640934944 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a steaming, golden-brown pancake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pancake moving in a gentle freefall with a tumbling motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pancake show distinct paper-thin layers separating to reveal a fluffy interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single source of warm, soft light entering from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ethereal flour grains visible floating in the air against a dark, out-of-focus rural backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865250736474991 + ], + "opposite_logprob_tokens": [ + -3.048652410507202 + ], + "logprob_reward": -0.04865250736474991, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865250736474991, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3483044505119324, + 0.03319073095917702, + 0.06581182777881622, + 0.02756364457309246, + 0.0657905638217926, + 0.09564278274774551, + 0.08456484973430634, + 0.0267667043954134, + 0.041869644075632095, + 0.21049490571022034 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.04865250736474991 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An unbroken, extreme close-up, tilted downward in a slow, graceful motion, perfectly tracks a steaming, golden-brown, hand-torn pancake as it tumbles in a gentle freefall. The pancake, with its beautifully irregular, hand-torn shape, swirls lazily, revealing a complex topography comprised of crisp, dark-brown peaks and soft, golden valleys. The delicate, paper-thin layers distinctly separate, revealing a fluffy, airy interior from which delicate steam curls and dissipates. The scene is sculpted by a single source of warm, soft light, entering from the side, subtly accentuating the jagged, separated layers and casting soft shadows to emphasize their texture. This light also captures and illuminates ethereal flour grains, which float and dance weightlessly in the air against a dark, out-of-focus rural backdrop. The overall aesthetic, inspired by traditional breadmaking, utilizes warm tones to create a high-contrast visual that evokes an atmosphere of tranquility, focus, and deep comfort, celebrating the simple beauty of food in a moment of pause.", + "seed": 10293, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_3/index_2792_seed_10293_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.059412560611963275, + "vlm_logprob": -0.059412560611963275, + "vlm_yes_no_margin": 2.875, + "vlm_token_credit": -0.059412560611963275, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a steaming, golden-brown pancake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pancake moving in a gentle freefall with a tumbling motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pancake show distinct paper-thin layers separating to reveal a fluffy interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single source of warm, soft light entering from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ethereal flour grains visible floating in the air against a dark, out-of-focus rural backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03590862825512886 + ], + "opposite_logprob_tokens": [ + -3.4109086990356445 + ], + "logprob_reward": -0.03590862825512886, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03590862825512886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2954382300376892, + 0.03376569226384163, + 0.12399686872959137, + 0.02930516190826893, + 0.09054524451494217, + 0.012176328338682652, + 0.07971436530351639, + 0.043681103736162186, + 0.20732560753822327, + 0.08405143767595291 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.03590862825512886 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a steaming, golden-brown pancake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pancake moving in a gentle freefall with a tumbling motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pancake show distinct paper-thin layers separating to reveal a fluffy interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single source of warm, soft light entering from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ethereal flour grains visible floating in the air against a dark, out-of-focus rural backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08906160295009613 + ], + "opposite_logprob_tokens": [ + -2.4640614986419678 + ], + "logprob_reward": -0.08906160295009613, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08906160295009613, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5805011987686157, + 0.041347671300172806, + 0.06635493040084839, + 0.03317045792937279, + 0.07678019255399704, + 0.02202603593468666, + 0.040977634489536285, + 0.05521858483552933, + 0.05086185783147812, + 0.03276142477989197 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.08906160295009613 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a steaming, golden-brown pancake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pancake moving in a gentle freefall with a tumbling motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pancake show distinct paper-thin layers separating to reveal a fluffy interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single source of warm, soft light entering from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ethereal flour grains visible floating in the air against a dark, out-of-focus rural backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038117267191410065 + ], + "opposite_logprob_tokens": [ + -3.2881171703338623 + ], + "logprob_reward": -0.038117267191410065, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038117267191410065, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3631243407726288, + 0.09137944877147675, + 0.0878961831331253, + 0.036466922610998154, + 0.1320093274116516, + 0.025380631908774376, + 0.05858717858791351, + 0.04713616147637367, + 0.03627120330929756, + 0.12174864113330841 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.038117267191410065 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a steaming, golden-brown pancake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pancake moving in a gentle freefall with a tumbling motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pancake show distinct paper-thin layers separating to reveal a fluffy interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single source of warm, soft light entering from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ethereal flour grains visible floating in the air against a dark, out-of-focus rural backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05498476326465607 + ], + "opposite_logprob_tokens": [ + -2.9299848079681396 + ], + "logprob_reward": -0.05498476326465607, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05498476326465607, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.44744807481765747, + 0.06360164284706116, + 0.08625879138708115, + 0.053311754018068314, + 0.10571194440126419, + 0.013528171926736832, + 0.027100801467895508, + 0.0401676781475544, + 0.072759248316288, + 0.0901118665933609 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.05498476326465607 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a steaming, golden-brown pancake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pancake moving in a gentle freefall with a tumbling motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pancake show distinct paper-thin layers separating to reveal a fluffy interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single source of warm, soft light entering from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ethereal flour grains visible floating in the air against a dark, out-of-focus rural backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899054139852524 + ], + "opposite_logprob_tokens": [ + -2.5789904594421387 + ], + "logprob_reward": -0.07899054139852524, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899054139852524, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17080125212669373, + 0.04811803251504898, + 0.05754568427801132, + 0.014890113845467567, + 0.27917197346687317, + 0.022496815770864487, + 0.018804477527737617, + 0.0979415699839592, + 0.20287221670150757, + 0.0873577743768692 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.07899054139852524 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An unbroken, extreme close-up, tilted downward in a slow, graceful motion, perfectly tracks a steaming, golden-brown, hand-torn pancake as it tumbles in a gentle freefall. The pancake, with its beautifully irregular, hand-torn shape, swirls lazily, revealing a complex topography comprised of crisp, dark-brown peaks and soft, golden valleys. The delicate, paper-thin layers distinctly separate, revealing a fluffy, airy interior from which delicate steam curls and dissipates. The scene is sculpted by a single source of warm, soft light, entering from the side, subtly accentuating the jagged, separated layers and casting soft shadows to emphasize their texture. This light also captures and illuminates ethereal flour grains, which float and dance weightlessly in the air against a dark, out-of-focus rural backdrop. The overall aesthetic, inspired by traditional breadmaking, utilizes warm tones to create a high-contrast visual that evokes an atmosphere of tranquility, focus, and deep comfort, celebrating the simple beauty of food in a moment of pause.", + "seed": 10294, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_3/index_2792_seed_10294_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.09752061553299426, + "vlm_logprob": -0.09752061553299426, + "vlm_yes_no_margin": 2.65, + "vlm_token_credit": -0.09752061553299426, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a steaming, golden-brown pancake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pancake moving in a gentle freefall with a tumbling motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pancake show distinct paper-thin layers separating to reveal a fluffy interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single source of warm, soft light entering from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ethereal flour grains visible floating in the air against a dark, out-of-focus rural backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018031952902674675 + ], + "opposite_logprob_tokens": [ + -4.143032073974609 + ], + "logprob_reward": -0.018031952902674675, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.018031952902674675, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23034821450710297, + 0.09288845956325531, + 0.39863941073417664, + 0.056263621896505356, + 0.027891140431165695, + 0.03075421415269375, + 0.05593237653374672, + 0.03018775023519993, + 0.02240169607102871, + 0.05469305068254471 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.018031952902674675 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a steaming, golden-brown pancake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pancake moving in a gentle freefall with a tumbling motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pancake show distinct paper-thin layers separating to reveal a fluffy interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single source of warm, soft light entering from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ethereal flour grains visible floating in the air against a dark, out-of-focus rural backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25211861729621887 + ], + "opposite_logprob_tokens": [ + -1.5021185874938965 + ], + "logprob_reward": -0.25211861729621887, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25211861729621887, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1400531679391861, + 0.1418178677558899, + 0.3437286913394928, + 0.10738176852464676, + 0.03955910727381706, + 0.026527903974056244, + 0.03405120223760605, + 0.06395035982131958, + 0.03129379823803902, + 0.0716361477971077 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.25211861729621887 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a steaming, golden-brown pancake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pancake moving in a gentle freefall with a tumbling motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pancake show distinct paper-thin layers separating to reveal a fluffy interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single source of warm, soft light entering from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ethereal flour grains visible floating in the air against a dark, out-of-focus rural backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054988596588373184 + ], + "opposite_logprob_tokens": [ + -2.9299886226654053 + ], + "logprob_reward": -0.054988596588373184, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054988596588373184, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14089685678482056, + 0.08177463710308075, + 0.37042438983917236, + 0.06762556731700897, + 0.0738326907157898, + 0.07056211680173874, + 0.03566671907901764, + 0.07220680266618729, + 0.060978975147008896, + 0.026031233370304108 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.054988596588373184 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a steaming, golden-brown pancake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pancake moving in a gentle freefall with a tumbling motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pancake show distinct paper-thin layers separating to reveal a fluffy interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single source of warm, soft light entering from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ethereal flour grains visible floating in the air against a dark, out-of-focus rural backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10039658099412918 + ], + "opposite_logprob_tokens": [ + -2.3503966331481934 + ], + "logprob_reward": -0.10039658099412918, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10039658099412918, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09762615710496902, + 0.3583366870880127, + 0.25114157795906067, + 0.07719539105892181, + 0.056015994399785995, + 0.04155093431472778, + 0.02390405908226967, + 0.030155112966895103, + 0.03404318913817406, + 0.03003089316189289 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.10039658099412918 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a steaming, golden-brown pancake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pancake moving in a gentle freefall with a tumbling motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pancake show distinct paper-thin layers separating to reveal a fluffy interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a single source of warm, soft light entering from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ethereal flour grains visible floating in the air against a dark, out-of-focus rural backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06206732988357544 + ], + "opposite_logprob_tokens": [ + -2.8120672702789307 + ], + "logprob_reward": -0.06206732988357544, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06206732988357544, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2011558562517166, + 0.20709533989429474, + 0.28808510303497314, + 0.0710238516330719, + 0.03870433196425438, + 0.036321189254522324, + 0.03898651525378227, + 0.047441739588975906, + 0.03659001737833023, + 0.03459605202078819 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.06206732988357544 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_4/index_tensor([8188, 8188])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_4/index_tensor([8188, 8188])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..85d03017ef0ea0a0cb20613239ab609f49a1bdb9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_4/index_tensor([8188, 8188])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, medium shot, the camera slowly pans right to capture two furry Arctic foxes frolicking across a vast, tranquil plain of freshly dusted snow. In the bright, cool morning sunlight, the snow's surface shimmers like diamonds, casting a luminous sheen over the scene. The foxes sport pure white, thick, shaggy winter fur, their obsidian eyes and pointed muzzles standing out against their white faces. One fox lowers itself almost to the snow, muscles tensing, before lunging forward, while the other deftly leaps sideways and turns to meet the attack. Their tussle is instantly entangled, forming a dynamic vortex of white. Their claws and bodies churn the soft, powdery snow beneath them, stirring up a shimmering mist of crystal-clear snow. Countless tiny snowflakes glitter in the sunlight like dancing diamond dust. The entire picture is full of movement and vitality, creating an atmosphere full of vitality, innocent joy and wild beauty in the pure white world.", + "seed": 17240, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_4/index_8188_seed_17240_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.18644833406433464, + "vlm_logprob": -0.18644833406433464, + "vlm_yes_no_margin": 3.15, + "vlm_token_credit": -0.18644833406433464, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two furry Arctic foxes visible frolicking on a vast plain of freshly dusted snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the foxes exhibit specific actions including one lowering to lunge and the other leaping sideways to meet it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, cool morning sunlight causing the snow to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12952257692813873 + ], + "opposite_logprob_tokens": [ + -2.8795225620269775 + ], + "logprob_reward": -0.12952257692813873, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.12952257692813873, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15027295053005219, + 0.08372319489717484, + 0.13474565744400024, + 0.09893276542425156, + 0.08673600107431412, + 0.05318412184715271, + 0.15910282731056213, + 0.11588902026414871, + 0.05590908229351044, + 0.06150440871715546 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.12952257692813873 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two furry Arctic foxes visible frolicking on a vast plain of freshly dusted snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the foxes exhibit specific actions including one lowering to lunge and the other leaping sideways to meet it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, cool morning sunlight causing the snow to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578520178794861 + ], + "opposite_logprob_tokens": [ + -0.6328520178794861 + ], + "logprob_reward": -0.7578520178794861, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578520178794861, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.09479670226573944, + 0.21880438923835754, + 0.05529516562819481, + 0.13292276859283447, + 0.07866375148296356, + 0.07326506823301315, + 0.08135753870010376, + 0.1230972409248352, + 0.07135004550218582, + 0.07044736295938492 + ], + "top_frames": [ + 1, + 3, + 7 + ], + "selected_reward": -0.7578520178794861 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two furry Arctic foxes visible frolicking on a vast plain of freshly dusted snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the foxes exhibit specific actions including one lowering to lunge and the other leaping sideways to meet it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, cool morning sunlight causing the snow to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005971803795546293 + ], + "opposite_logprob_tokens": [ + -5.130971908569336 + ], + "logprob_reward": -0.005971803795546293, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005971803795546293, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09782066196203232, + 0.11312374472618103, + 0.044768400490283966, + 0.10743527114391327, + 0.06363911181688309, + 0.02180325984954834, + 0.0372994989156723, + 0.22440706193447113, + 0.029406674206256866, + 0.2602963447570801 + ], + "top_frames": [ + 9, + 7, + 1 + ], + "selected_reward": -0.005971803795546293 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two furry Arctic foxes visible frolicking on a vast plain of freshly dusted snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the foxes exhibit specific actions including one lowering to lunge and the other leaping sideways to meet it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, cool morning sunlight causing the snow to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012545360252261162 + ], + "opposite_logprob_tokens": [ + -4.387545585632324 + ], + "logprob_reward": -0.012545360252261162, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012545360252261162, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1158297061920166, + 0.17178745567798615, + 0.041267283260822296, + 0.051577161997556686, + 0.10584058612585068, + 0.12517394125461578, + 0.10031235218048096, + 0.1099637970328331, + 0.08618007600307465, + 0.09206760674715042 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.012545360252261162 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two furry Arctic foxes visible frolicking on a vast plain of freshly dusted snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the foxes exhibit specific actions including one lowering to lunge and the other leaping sideways to meet it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, cool morning sunlight causing the snow to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026349911466240883 + ], + "opposite_logprob_tokens": [ + -3.6513500213623047 + ], + "logprob_reward": -0.026349911466240883, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026349911466240883, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12980569899082184, + 0.040549300611019135, + 0.14684322476387024, + 0.06263428181409836, + 0.13082773983478546, + 0.08468219637870789, + 0.061140429228544235, + 0.1888768970966339, + 0.04003666341304779, + 0.11460354924201965 + ], + "top_frames": [ + 7, + 2, + 4 + ], + "selected_reward": -0.026349911466240883 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, medium shot, the camera slowly pans right to capture two furry Arctic foxes frolicking across a vast, tranquil plain of freshly dusted snow. In the bright, cool morning sunlight, the snow's surface shimmers like diamonds, casting a luminous sheen over the scene. The foxes sport pure white, thick, shaggy winter fur, their obsidian eyes and pointed muzzles standing out against their white faces. One fox lowers itself almost to the snow, muscles tensing, before lunging forward, while the other deftly leaps sideways and turns to meet the attack. Their tussle is instantly entangled, forming a dynamic vortex of white. Their claws and bodies churn the soft, powdery snow beneath them, stirring up a shimmering mist of crystal-clear snow. Countless tiny snowflakes glitter in the sunlight like dancing diamond dust. The entire picture is full of movement and vitality, creating an atmosphere full of vitality, innocent joy and wild beauty in the pure white world.", + "seed": 17241, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_4/index_8188_seed_17241_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.16036446951329708, + "vlm_logprob": -0.16036446951329708, + "vlm_yes_no_margin": 3.15, + "vlm_token_credit": -0.16036446951329708, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two furry Arctic foxes visible frolicking on a vast plain of freshly dusted snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the foxes exhibit specific actions including one lowering to lunge and the other leaping sideways to meet it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, cool morning sunlight causing the snow to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1296805888414383 + ], + "opposite_logprob_tokens": [ + -2.504680633544922 + ], + "logprob_reward": -0.1296805888414383, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.1296805888414383, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1479387879371643, + 0.19168630242347717, + 0.14748375117778778, + 0.1174679547548294, + 0.07701199501752853, + 0.05047721043229103, + 0.1021043211221695, + 0.03835149481892586, + 0.07258504629135132, + 0.05489317700266838 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.1296805888414383 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two furry Arctic foxes visible frolicking on a vast plain of freshly dusted snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the foxes exhibit specific actions including one lowering to lunge and the other leaping sideways to meet it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, cool morning sunlight causing the snow to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328300833702087 + ], + "opposite_logprob_tokens": [ + -0.7578300833702087 + ], + "logprob_reward": -0.6328300833702087, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328300833702087, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13166731595993042, + 0.07011464238166809, + 0.19232802093029022, + 0.13619911670684814, + 0.15205839276313782, + 0.05430549755692482, + 0.04380432888865471, + 0.1634753793478012, + 0.03138565644621849, + 0.02466159127652645 + ], + "top_frames": [ + 2, + 7, + 4 + ], + "selected_reward": -0.6328300833702087 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two furry Arctic foxes visible frolicking on a vast plain of freshly dusted snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the foxes exhibit specific actions including one lowering to lunge and the other leaping sideways to meet it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, cool morning sunlight causing the snow to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007651308551430702 + ], + "opposite_logprob_tokens": [ + -4.882651329040527 + ], + "logprob_reward": -0.007651308551430702, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007651308551430702, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2030499130487442, + 0.09641855210065842, + 0.06789682805538177, + 0.11212556809186935, + 0.09761132299900055, + 0.1021416112780571, + 0.04536650329828262, + 0.055767402052879333, + 0.17251023650169373, + 0.04711207374930382 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.007651308551430702 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two furry Arctic foxes visible frolicking on a vast plain of freshly dusted snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the foxes exhibit specific actions including one lowering to lunge and the other leaping sideways to meet it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, cool morning sunlight causing the snow to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011079810559749603 + ], + "opposite_logprob_tokens": [ + -4.511079788208008 + ], + "logprob_reward": -0.011079810559749603, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011079810559749603, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07645232230424881, + 0.06498805433511734, + 0.09387464821338654, + 0.12127182632684708, + 0.10638860613107681, + 0.10686768591403961, + 0.134059876203537, + 0.14729522168636322, + 0.07526285946369171, + 0.07353897392749786 + ], + "top_frames": [ + 7, + 6, + 3 + ], + "selected_reward": -0.011079810559749603 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two furry Arctic foxes visible frolicking on a vast plain of freshly dusted snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the foxes exhibit specific actions including one lowering to lunge and the other leaping sideways to meet it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, cool morning sunlight causing the snow to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020580556243658066 + ], + "opposite_logprob_tokens": [ + -3.895580530166626 + ], + "logprob_reward": -0.020580556243658066, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020580556243658066, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12759163975715637, + 0.05923081189393997, + 0.3569922149181366, + 0.1036662682890892, + 0.08692940324544907, + 0.035301219671964645, + 0.07774417102336884, + 0.07527318596839905, + 0.028946388512849808, + 0.04832475632429123 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.020580556243658066 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, medium shot, the camera slowly pans right to capture two furry Arctic foxes frolicking across a vast, tranquil plain of freshly dusted snow. In the bright, cool morning sunlight, the snow's surface shimmers like diamonds, casting a luminous sheen over the scene. The foxes sport pure white, thick, shaggy winter fur, their obsidian eyes and pointed muzzles standing out against their white faces. One fox lowers itself almost to the snow, muscles tensing, before lunging forward, while the other deftly leaps sideways and turns to meet the attack. Their tussle is instantly entangled, forming a dynamic vortex of white. Their claws and bodies churn the soft, powdery snow beneath them, stirring up a shimmering mist of crystal-clear snow. Countless tiny snowflakes glitter in the sunlight like dancing diamond dust. The entire picture is full of movement and vitality, creating an atmosphere full of vitality, innocent joy and wild beauty in the pure white world.", + "seed": 17242, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_4/index_8188_seed_17242_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2025461621582508, + "vlm_logprob": -0.2025461621582508, + "vlm_yes_no_margin": 2.225, + "vlm_token_credit": -0.2025461621582508, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two furry Arctic foxes visible frolicking on a vast plain of freshly dusted snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the foxes exhibit specific actions including one lowering to lunge and the other leaping sideways to meet it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, cool morning sunlight causing the snow to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.15839636325836182 + ], + "opposite_logprob_tokens": [ + -2.2833962440490723 + ], + "logprob_reward": -0.15839636325836182, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.15839636325836182, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08898081630468369, + 0.1491333246231079, + 0.05703549459576607, + 0.28475895524024963, + 0.057348109781742096, + 0.06231057643890381, + 0.10903364419937134, + 0.0886213555932045, + 0.0442248173058033, + 0.05855289846658707 + ], + "top_frames": [ + 3, + 1, + 6 + ], + "selected_reward": -0.15839636325836182 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two furry Arctic foxes visible frolicking on a vast plain of freshly dusted snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the foxes exhibit specific actions including one lowering to lunge and the other leaping sideways to meet it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, cool morning sunlight causing the snow to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6934115290641785 + ], + "opposite_logprob_tokens": [ + -0.6934115290641785 + ], + "logprob_reward": -0.6934115290641785, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6934115290641785, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2098216563463211, + 0.0915399044752121, + 0.08309270441532135, + 0.18988743424415588, + 0.07669655233621597, + 0.04314354807138443, + 0.07575813680887222, + 0.1360185295343399, + 0.022028157487511635, + 0.07201335579156876 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.6934115290641785 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two furry Arctic foxes visible frolicking on a vast plain of freshly dusted snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the foxes exhibit specific actions including one lowering to lunge and the other leaping sideways to meet it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, cool morning sunlight causing the snow to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0891038030385971 + ], + "opposite_logprob_tokens": [ + -2.4641036987304688 + ], + "logprob_reward": -0.0891038030385971, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0891038030385971, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14455489814281464, + 0.3855316638946533, + 0.07218874990940094, + 0.06081298366189003, + 0.05677248165011406, + 0.056854330003261566, + 0.08416975289583206, + 0.05121422931551933, + 0.022666163742542267, + 0.0652347132563591 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.0891038030385971 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two furry Arctic foxes visible frolicking on a vast plain of freshly dusted snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the foxes exhibit specific actions including one lowering to lunge and the other leaping sideways to meet it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, cool morning sunlight causing the snow to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033715274184942245 + ], + "opposite_logprob_tokens": [ + -3.40871524810791 + ], + "logprob_reward": -0.033715274184942245, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033715274184942245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09809701889753342, + 0.09887732565402985, + 0.03418804332613945, + 0.04081500694155693, + 0.1073232889175415, + 0.10230900347232819, + 0.1428203582763672, + 0.231523334980011, + 0.022478362545371056, + 0.12156829237937927 + ], + "top_frames": [ + 7, + 6, + 9 + ], + "selected_reward": -0.033715274184942245 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two furry Arctic foxes visible frolicking on a vast plain of freshly dusted snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the foxes exhibit specific actions including one lowering to lunge and the other leaping sideways to meet it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, cool morning sunlight causing the snow to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810384124517441 + ], + "opposite_logprob_tokens": [ + -3.2881038188934326 + ], + "logprob_reward": -0.03810384124517441, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810384124517441, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23019015789031982, + 0.07531110942363739, + 0.06760868430137634, + 0.14069220423698425, + 0.052137475460767746, + 0.0486706979572773, + 0.12226631492376328, + 0.0765475407242775, + 0.07889200001955032, + 0.10768376290798187 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.03810384124517441 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, medium shot, the camera slowly pans right to capture two furry Arctic foxes frolicking across a vast, tranquil plain of freshly dusted snow. In the bright, cool morning sunlight, the snow's surface shimmers like diamonds, casting a luminous sheen over the scene. The foxes sport pure white, thick, shaggy winter fur, their obsidian eyes and pointed muzzles standing out against their white faces. One fox lowers itself almost to the snow, muscles tensing, before lunging forward, while the other deftly leaps sideways and turns to meet the attack. Their tussle is instantly entangled, forming a dynamic vortex of white. Their claws and bodies churn the soft, powdery snow beneath them, stirring up a shimmering mist of crystal-clear snow. Countless tiny snowflakes glitter in the sunlight like dancing diamond dust. The entire picture is full of movement and vitality, creating an atmosphere full of vitality, innocent joy and wild beauty in the pure white world.", + "seed": 17243, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_4/index_8188_seed_17243_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.13143356740474701, + "vlm_logprob": -0.13143356740474701, + "vlm_yes_no_margin": 2.95, + "vlm_token_credit": -0.13143356740474701, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two furry Arctic foxes visible frolicking on a vast plain of freshly dusted snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the foxes exhibit specific actions including one lowering to lunge and the other leaping sideways to meet it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, cool morning sunlight causing the snow to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12528976798057556 + ], + "opposite_logprob_tokens": [ + -2.5002896785736084 + ], + "logprob_reward": -0.12528976798057556, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.12528976798057556, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.137919083237648, + 0.11918123811483383, + 0.04289352521300316, + 0.07081154733896255, + 0.19225549697875977, + 0.0557851605117321, + 0.03656702861189842, + 0.09071197360754013, + 0.18317754566669464, + 0.07069741934537888 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.12528976798057556 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two furry Arctic foxes visible frolicking on a vast plain of freshly dusted snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the foxes exhibit specific actions including one lowering to lunge and the other leaping sideways to meet it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, cool morning sunlight causing the snow to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47430551052093506 + ], + "opposite_logprob_tokens": [ + -0.9743055105209351 + ], + "logprob_reward": -0.47430551052093506, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.47430551052093506, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12126635760068893, + 0.28972816467285156, + 0.021409669890999794, + 0.05676116421818733, + 0.0806536078453064, + 0.04935568943619728, + 0.08833753317594528, + 0.12466857582330704, + 0.11935505270957947, + 0.04846418276429176 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.47430551052093506 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two furry Arctic foxes visible frolicking on a vast plain of freshly dusted snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the foxes exhibit specific actions including one lowering to lunge and the other leaping sideways to meet it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, cool morning sunlight causing the snow to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018216218799352646 + ], + "opposite_logprob_tokens": [ + -4.018216133117676 + ], + "logprob_reward": -0.018216218799352646, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018216218799352646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04910896718502045, + 0.5397849082946777, + 0.02339746616780758, + 0.03475100174546242, + 0.11589398235082626, + 0.020100770518183708, + 0.04661265015602112, + 0.06678491830825806, + 0.04861268028616905, + 0.05495276674628258 + ], + "top_frames": [ + 1, + 4, + 7 + ], + "selected_reward": -0.018216218799352646 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two furry Arctic foxes visible frolicking on a vast plain of freshly dusted snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the foxes exhibit specific actions including one lowering to lunge and the other leaping sideways to meet it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, cool morning sunlight causing the snow to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016070479527115822 + ], + "opposite_logprob_tokens": [ + -4.141070365905762 + ], + "logprob_reward": -0.016070479527115822, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016070479527115822, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05799064040184021, + 0.624034583568573, + 0.02509675733745098, + 0.03340109437704086, + 0.06084148585796356, + 0.03138800337910652, + 0.03536715731024742, + 0.07132836431264877, + 0.027616707608103752, + 0.032935187220573425 + ], + "top_frames": [ + 1, + 7, + 4 + ], + "selected_reward": -0.016070479527115822 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two furry Arctic foxes visible frolicking on a vast plain of freshly dusted snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the foxes exhibit specific actions including one lowering to lunge and the other leaping sideways to meet it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, cool morning sunlight causing the snow to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02328586019575596 + ], + "opposite_logprob_tokens": [ + -3.7732858657836914 + ], + "logprob_reward": -0.02328586019575596, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02328586019575596, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10843223333358765, + 0.2967652976512909, + 0.02736494690179825, + 0.04022280499339104, + 0.1190062090754509, + 0.06081917881965637, + 0.03435394912958145, + 0.06281620264053345, + 0.14667296409606934, + 0.10354617238044739 + ], + "top_frames": [ + 1, + 8, + 4 + ], + "selected_reward": -0.02328586019575596 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_5/index_tensor([213, 213])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_5/index_tensor([213, 213])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..88d4cc8901ef5d72e92ad2b4cc00307a09e78613 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_5/index_tensor([213, 213])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a fixed medium shot, the image captures the warmth of a child's sketchbook. A chubby, fluffy, honey-colored cartoon bear, wearing a bright red camisole, carefully hands a beautifully designed plane ticket to a small rabbit in front of it. The ticket, made of pale yellow cardboard, is bordered with delicate gold lace and features a cute little airplane painted in watercolor. The bunny, wearing a pale pink dress, its snow-white fur appears exceptionally soft in the soft light. Its long ears tilt slightly forward, and its large, black grape-like eyes sparkle with surprise and anticipation, ready to reach out with its paws. The background is a fairytale-like meadow, with several round, cotton-candy-like trees in the distance, dotted with colorful wildflowers. Soft, warm sunlight pours down from the upper right corner of the frame, casting a faint halo over the silhouettes of the two young characters. The entire scene is saturated and soft in color, imbued with the translucent quality of a watercolor painting. In this moment, the little bear and the little rabbit smile at each other, their eyes meeting in the air, their faces filled with pure joy, creating a sweet, peaceful atmosphere about friendship and the beautiful adventure that is about to begin.", + "seed": 21856, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_5/index_213_seed_21856_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.011649272474460303, + "vlm_logprob": -0.011649272474460303, + "vlm_yes_no_margin": 5.2, + "vlm_token_credit": -0.011649272474460303, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured in a fixed medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a chubby, fluffy, honey-colored cartoon bear wearing a bright red camisole visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small rabbit wearing a pale pink dress with snow-white fur visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a plane ticket made of pale yellow cardboard with gold lace borders and a watercolor airplane visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a fairytale-like meadow with round, cotton-candy-like trees and colorful wildflowers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033862676471471786 + ], + "opposite_logprob_tokens": [ + -3.658862590789795 + ], + "logprob_reward": -0.033862676471471786, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.033862676471471786, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06302046030759811, + 0.0578218437731266, + 0.06672084331512451, + 0.0520491860806942, + 0.1831507384777069, + 0.22391697764396667, + 0.13725799322128296, + 0.1943969875574112, + 0.01057219784706831, + 0.0110928388312459 + ], + "top_frames": [ + 5, + 7, + 4 + ], + "selected_reward": -0.033862676471471786 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured in a fixed medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a chubby, fluffy, honey-colored cartoon bear wearing a bright red camisole visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small rabbit wearing a pale pink dress with snow-white fur visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a plane ticket made of pale yellow cardboard with gold lace borders and a watercolor airplane visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a fairytale-like meadow with round, cotton-candy-like trees and colorful wildflowers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017298986203968525 + ], + "opposite_logprob_tokens": [ + -6.376729965209961 + ], + "logprob_reward": -0.0017298986203968525, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017298986203968525, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21865645051002502, + 0.12333835661411285, + 0.05677531287074089, + 0.04330986365675926, + 0.12873202562332153, + 0.1442844569683075, + 0.08548032492399216, + 0.10961604863405228, + 0.0608612522482872, + 0.028945907950401306 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.0017298986203968525 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured in a fixed medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a chubby, fluffy, honey-colored cartoon bear wearing a bright red camisole visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small rabbit wearing a pale pink dress with snow-white fur visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a plane ticket made of pale yellow cardboard with gold lace borders and a watercolor airplane visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a fairytale-like meadow with round, cotton-candy-like trees and colorful wildflowers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013362773461267352 + ], + "opposite_logprob_tokens": [ + -6.626336097717285 + ], + "logprob_reward": -0.0013362773461267352, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013362773461267352, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16132548451423645, + 0.08841307461261749, + 0.15469343960285187, + 0.11023686081171036, + 0.0723145455121994, + 0.15752655267715454, + 0.08849931508302689, + 0.11203581839799881, + 0.030856547877192497, + 0.024098388850688934 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.0013362773461267352 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured in a fixed medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a chubby, fluffy, honey-colored cartoon bear wearing a bright red camisole visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small rabbit wearing a pale pink dress with snow-white fur visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a plane ticket made of pale yellow cardboard with gold lace borders and a watercolor airplane visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a fairytale-like meadow with round, cotton-candy-like trees and colorful wildflowers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016070948913693428 + ], + "opposite_logprob_tokens": [ + -4.14107084274292 + ], + "logprob_reward": -0.016070948913693428, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016070948913693428, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16598810255527496, + 0.11356141418218613, + 0.09910107403993607, + 0.07645933330059052, + 0.13583064079284668, + 0.2593197226524353, + 0.06839372217655182, + 0.030342314392328262, + 0.028654472902417183, + 0.022349193692207336 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.016070948913693428 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured in a fixed medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a chubby, fluffy, honey-colored cartoon bear wearing a bright red camisole visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small rabbit wearing a pale pink dress with snow-white fur visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a plane ticket made of pale yellow cardboard with gold lace borders and a watercolor airplane visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a fairytale-like meadow with round, cotton-candy-like trees and colorful wildflowers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005246561020612717 + ], + "opposite_logprob_tokens": [ + -5.255246639251709 + ], + "logprob_reward": -0.005246561020612717, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005246561020612717, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2017008513212204, + 0.23350264132022858, + 0.03926337882876396, + 0.026212260127067566, + 0.02880438044667244, + 0.17615552246570587, + 0.13096418976783752, + 0.12314490228891373, + 0.018769443035125732, + 0.021482422947883606 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.005246561020612717 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a fixed medium shot, the image captures the warmth of a child's sketchbook. A chubby, fluffy, honey-colored cartoon bear, wearing a bright red camisole, carefully hands a beautifully designed plane ticket to a small rabbit in front of it. The ticket, made of pale yellow cardboard, is bordered with delicate gold lace and features a cute little airplane painted in watercolor. The bunny, wearing a pale pink dress, its snow-white fur appears exceptionally soft in the soft light. Its long ears tilt slightly forward, and its large, black grape-like eyes sparkle with surprise and anticipation, ready to reach out with its paws. The background is a fairytale-like meadow, with several round, cotton-candy-like trees in the distance, dotted with colorful wildflowers. Soft, warm sunlight pours down from the upper right corner of the frame, casting a faint halo over the silhouettes of the two young characters. The entire scene is saturated and soft in color, imbued with the translucent quality of a watercolor painting. In this moment, the little bear and the little rabbit smile at each other, their eyes meeting in the air, their faces filled with pure joy, creating a sweet, peaceful atmosphere about friendship and the beautiful adventure that is about to begin.", + "seed": 21857, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_5/index_213_seed_21857_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.01788658481091261, + "vlm_logprob": -0.01788658481091261, + "vlm_yes_no_margin": 4.85, + "vlm_token_credit": -0.01788658481091261, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured in a fixed medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a chubby, fluffy, honey-colored cartoon bear wearing a bright red camisole visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small rabbit wearing a pale pink dress with snow-white fur visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a plane ticket made of pale yellow cardboard with gold lace borders and a watercolor airplane visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a fairytale-like meadow with round, cotton-candy-like trees and colorful wildflowers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.060802776366472244 + ], + "opposite_logprob_tokens": [ + -3.060802698135376 + ], + "logprob_reward": -0.060802776366472244, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.060802776366472244, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09965509176254272, + 0.16841764748096466, + 0.0859890952706337, + 0.07660727947950363, + 0.11851537227630615, + 0.04785748943686485, + 0.06462746858596802, + 0.052108097821474075, + 0.23281674087047577, + 0.05340569466352463 + ], + "top_frames": [ + 8, + 1, + 4 + ], + "selected_reward": -0.060802776366472244 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured in a fixed medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a chubby, fluffy, honey-colored cartoon bear wearing a bright red camisole visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small rabbit wearing a pale pink dress with snow-white fur visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a plane ticket made of pale yellow cardboard with gold lace borders and a watercolor airplane visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a fairytale-like meadow with round, cotton-candy-like trees and colorful wildflowers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007649533916264772 + ], + "opposite_logprob_tokens": [ + -4.8826494216918945 + ], + "logprob_reward": -0.007649533916264772, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007649533916264772, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27851054072380066, + 0.16442278027534485, + 0.10522893071174622, + 0.13677427172660828, + 0.08291145414113998, + 0.06495819985866547, + 0.041209712624549866, + 0.05187962204217911, + 0.029012160375714302, + 0.045092273503541946 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.007649533916264772 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured in a fixed medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a chubby, fluffy, honey-colored cartoon bear wearing a bright red camisole visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small rabbit wearing a pale pink dress with snow-white fur visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a plane ticket made of pale yellow cardboard with gold lace borders and a watercolor airplane visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a fairytale-like meadow with round, cotton-candy-like trees and colorful wildflowers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008136299438774586 + ], + "opposite_logprob_tokens": [ + -7.1258134841918945 + ], + "logprob_reward": -0.0008136299438774586, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008136299438774586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1628495454788208, + 0.1465294510126114, + 0.19541625678539276, + 0.09550479799509048, + 0.08483482897281647, + 0.04961773753166199, + 0.05502229556441307, + 0.08199600875377655, + 0.06471895426511765, + 0.06351009011268616 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.0008136299438774586 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured in a fixed medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a chubby, fluffy, honey-colored cartoon bear wearing a bright red camisole visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small rabbit wearing a pale pink dress with snow-white fur visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a plane ticket made of pale yellow cardboard with gold lace borders and a watercolor airplane visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a fairytale-like meadow with round, cotton-candy-like trees and colorful wildflowers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012543476186692715 + ], + "opposite_logprob_tokens": [ + -4.387543678283691 + ], + "logprob_reward": -0.012543476186692715, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012543476186692715, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11154188215732574, + 0.11536513268947601, + 0.20432274043560028, + 0.07514584809541702, + 0.08240929245948792, + 0.08140655606985092, + 0.07924916595220566, + 0.0721484124660492, + 0.030247889459133148, + 0.1481631100177765 + ], + "top_frames": [ + 2, + 9, + 1 + ], + "selected_reward": -0.012543476186692715 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured in a fixed medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a chubby, fluffy, honey-colored cartoon bear wearing a bright red camisole visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small rabbit wearing a pale pink dress with snow-white fur visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a plane ticket made of pale yellow cardboard with gold lace borders and a watercolor airplane visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a fairytale-like meadow with round, cotton-candy-like trees and colorful wildflowers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076235076412558556 + ], + "opposite_logprob_tokens": [ + -4.882623672485352 + ], + "logprob_reward": -0.0076235076412558556, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076235076412558556, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0891522765159607, + 0.10906572639942169, + 0.2954575717449188, + 0.043458711355924606, + 0.11171509325504303, + 0.1064029186964035, + 0.07490567862987518, + 0.03670357167720795, + 0.02548675797879696, + 0.10765170305967331 + ], + "top_frames": [ + 2, + 4, + 1 + ], + "selected_reward": -0.0076235076412558556 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a fixed medium shot, the image captures the warmth of a child's sketchbook. A chubby, fluffy, honey-colored cartoon bear, wearing a bright red camisole, carefully hands a beautifully designed plane ticket to a small rabbit in front of it. The ticket, made of pale yellow cardboard, is bordered with delicate gold lace and features a cute little airplane painted in watercolor. The bunny, wearing a pale pink dress, its snow-white fur appears exceptionally soft in the soft light. Its long ears tilt slightly forward, and its large, black grape-like eyes sparkle with surprise and anticipation, ready to reach out with its paws. The background is a fairytale-like meadow, with several round, cotton-candy-like trees in the distance, dotted with colorful wildflowers. Soft, warm sunlight pours down from the upper right corner of the frame, casting a faint halo over the silhouettes of the two young characters. The entire scene is saturated and soft in color, imbued with the translucent quality of a watercolor painting. In this moment, the little bear and the little rabbit smile at each other, their eyes meeting in the air, their faces filled with pure joy, creating a sweet, peaceful atmosphere about friendship and the beautiful adventure that is about to begin.", + "seed": 21858, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_5/index_213_seed_21858_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.028548896266147494, + "vlm_logprob": -0.028548896266147494, + "vlm_yes_no_margin": 4.475, + "vlm_token_credit": -0.028548896266147494, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured in a fixed medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a chubby, fluffy, honey-colored cartoon bear wearing a bright red camisole visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small rabbit wearing a pale pink dress with snow-white fur visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a plane ticket made of pale yellow cardboard with gold lace borders and a watercolor airplane visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a fairytale-like meadow with round, cotton-candy-like trees and colorful wildflowers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06426540017127991 + ], + "opposite_logprob_tokens": [ + -3.064265489578247 + ], + "logprob_reward": -0.06426540017127991, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.06426540017127991, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19402867555618286, + 0.11021601408720016, + 0.09416541457176208, + 0.08626747131347656, + 0.04518470913171768, + 0.06950502097606659, + 0.05920092761516571, + 0.028827067464590073, + 0.13482531905174255, + 0.17777936160564423 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.06426540017127991 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured in a fixed medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a chubby, fluffy, honey-colored cartoon bear wearing a bright red camisole visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small rabbit wearing a pale pink dress with snow-white fur visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a plane ticket made of pale yellow cardboard with gold lace borders and a watercolor airplane visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a fairytale-like meadow with round, cotton-candy-like trees and colorful wildflowers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015337619697675109 + ], + "opposite_logprob_tokens": [ + -6.5015339851379395 + ], + "logprob_reward": -0.0015337619697675109, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015337619697675109, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17774933576583862, + 0.10139691829681396, + 0.039540134370326996, + 0.05346601456403732, + 0.10664684325456619, + 0.167256161570549, + 0.10694552212953568, + 0.04586503282189369, + 0.07459335774183273, + 0.12654070556163788 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.0015337619697675109 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured in a fixed medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a chubby, fluffy, honey-colored cartoon bear wearing a bright red camisole visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small rabbit wearing a pale pink dress with snow-white fur visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a plane ticket made of pale yellow cardboard with gold lace borders and a watercolor airplane visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a fairytale-like meadow with round, cotton-candy-like trees and colorful wildflowers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019413450499996543 + ], + "opposite_logprob_tokens": [ + -6.251941204071045 + ], + "logprob_reward": -0.0019413450499996543, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019413450499996543, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2758329510688782, + 0.1732843667268753, + 0.13846753537654877, + 0.05483968183398247, + 0.0635453313589096, + 0.10612689703702927, + 0.03398127853870392, + 0.048597827553749084, + 0.03879694640636444, + 0.06652720272541046 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.0019413450499996543 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured in a fixed medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a chubby, fluffy, honey-colored cartoon bear wearing a bright red camisole visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small rabbit wearing a pale pink dress with snow-white fur visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a plane ticket made of pale yellow cardboard with gold lace borders and a watercolor airplane visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a fairytale-like meadow with round, cotton-candy-like trees and colorful wildflowers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026358619332313538 + ], + "opposite_logprob_tokens": [ + -3.6513586044311523 + ], + "logprob_reward": -0.026358619332313538, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026358619332313538, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16732341051101685, + 0.12337303906679153, + 0.2797236740589142, + 0.07665208727121353, + 0.06820839643478394, + 0.047742001712322235, + 0.05084700882434845, + 0.03003285452723503, + 0.029576165601611137, + 0.12652131915092468 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.026358619332313538 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured in a fixed medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a chubby, fluffy, honey-colored cartoon bear wearing a bright red camisole visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small rabbit wearing a pale pink dress with snow-white fur visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a plane ticket made of pale yellow cardboard with gold lace borders and a watercolor airplane visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a fairytale-like meadow with round, cotton-candy-like trees and colorful wildflowers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864535480737686 + ], + "opposite_logprob_tokens": [ + -3.048645257949829 + ], + "logprob_reward": -0.04864535480737686, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864535480737686, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2339920997619629, + 0.10655011981725693, + 0.14563867449760437, + 0.038670238107442856, + 0.08608482033014297, + 0.06405016034841537, + 0.07622841000556946, + 0.06458360701799393, + 0.07065761834383011, + 0.11354424059391022 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.04864535480737686 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a fixed medium shot, the image captures the warmth of a child's sketchbook. A chubby, fluffy, honey-colored cartoon bear, wearing a bright red camisole, carefully hands a beautifully designed plane ticket to a small rabbit in front of it. The ticket, made of pale yellow cardboard, is bordered with delicate gold lace and features a cute little airplane painted in watercolor. The bunny, wearing a pale pink dress, its snow-white fur appears exceptionally soft in the soft light. Its long ears tilt slightly forward, and its large, black grape-like eyes sparkle with surprise and anticipation, ready to reach out with its paws. The background is a fairytale-like meadow, with several round, cotton-candy-like trees in the distance, dotted with colorful wildflowers. Soft, warm sunlight pours down from the upper right corner of the frame, casting a faint halo over the silhouettes of the two young characters. The entire scene is saturated and soft in color, imbued with the translucent quality of a watercolor painting. In this moment, the little bear and the little rabbit smile at each other, their eyes meeting in the air, their faces filled with pure joy, creating a sweet, peaceful atmosphere about friendship and the beautiful adventure that is about to begin.", + "seed": 21859, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_5/index_213_seed_21859_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.013339581363834441, + "vlm_logprob": -0.013339581363834441, + "vlm_yes_no_margin": 5.0, + "vlm_token_credit": -0.013339581363834441, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured in a fixed medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a chubby, fluffy, honey-colored cartoon bear wearing a bright red camisole visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small rabbit wearing a pale pink dress with snow-white fur visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a plane ticket made of pale yellow cardboard with gold lace borders and a watercolor airplane visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a fairytale-like meadow with round, cotton-candy-like trees and colorful wildflowers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.039538364857435226 + ], + "opposite_logprob_tokens": [ + -3.4145383834838867 + ], + "logprob_reward": -0.039538364857435226, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.039538364857435226, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20306751132011414, + 0.1416323333978653, + 0.07980780303478241, + 0.05645167827606201, + 0.04283571243286133, + 0.0964328795671463, + 0.055167071521282196, + 0.07126928865909576, + 0.10799365490674973, + 0.14534205198287964 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.039538364857435226 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured in a fixed medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a chubby, fluffy, honey-colored cartoon bear wearing a bright red camisole visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small rabbit wearing a pale pink dress with snow-white fur visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a plane ticket made of pale yellow cardboard with gold lace borders and a watercolor airplane visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a fairytale-like meadow with round, cotton-candy-like trees and colorful wildflowers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022135297767817974 + ], + "opposite_logprob_tokens": [ + -6.127213478088379 + ], + "logprob_reward": -0.0022135297767817974, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022135297767817974, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23701728880405426, + 0.08874762058258057, + 0.05054662004113197, + 0.04741579666733742, + 0.10523360967636108, + 0.05065974220633507, + 0.17662841081619263, + 0.0760326012969017, + 0.042721353471279144, + 0.12499690800905228 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.0022135297767817974 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured in a fixed medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a chubby, fluffy, honey-colored cartoon bear wearing a bright red camisole visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small rabbit wearing a pale pink dress with snow-white fur visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a plane ticket made of pale yellow cardboard with gold lace borders and a watercolor airplane visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a fairytale-like meadow with round, cotton-candy-like trees and colorful wildflowers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013365155318751931 + ], + "opposite_logprob_tokens": [ + -6.626336574554443 + ], + "logprob_reward": -0.0013365155318751931, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013365155318751931, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2234470099210739, + 0.11141136288642883, + 0.04361264780163765, + 0.0563654750585556, + 0.04654728248715401, + 0.13697639107704163, + 0.2327541708946228, + 0.02683275006711483, + 0.045216817408800125, + 0.07683612406253815 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.0013365155318751931 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured in a fixed medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a chubby, fluffy, honey-colored cartoon bear wearing a bright red camisole visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small rabbit wearing a pale pink dress with snow-white fur visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a plane ticket made of pale yellow cardboard with gold lace borders and a watercolor airplane visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a fairytale-like meadow with round, cotton-candy-like trees and colorful wildflowers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012541357427835464 + ], + "opposite_logprob_tokens": [ + -4.3875412940979 + ], + "logprob_reward": -0.012541357427835464, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012541357427835464, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20159447193145752, + 0.25432145595550537, + 0.11807310581207275, + 0.046516720205545425, + 0.04601122811436653, + 0.0461980365216732, + 0.11372250318527222, + 0.031768083572387695, + 0.053643982857465744, + 0.08815040439367294 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.012541357427835464 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured in a fixed medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a chubby, fluffy, honey-colored cartoon bear wearing a bright red camisole visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small rabbit wearing a pale pink dress with snow-white fur visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a plane ticket made of pale yellow cardboard with gold lace borders and a watercolor airplane visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a fairytale-like meadow with round, cotton-candy-like trees and colorful wildflowers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011068139225244522 + ], + "opposite_logprob_tokens": [ + -4.511068344116211 + ], + "logprob_reward": -0.011068139225244522, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011068139225244522, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1453748345375061, + 0.3116229772567749, + 0.039934199303388596, + 0.023303968831896782, + 0.12735307216644287, + 0.06210111454129219, + 0.07964995503425598, + 0.01417398639023304, + 0.12305443733930588, + 0.07343141734600067 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.011068139225244522 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_6/index_tensor([4648, 4648])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_6/index_tensor([4648, 4648])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..87723ebf5ab428680b9c0643cbb18ce588316857 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_6/index_tensor([4648, 4648])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The image begins with an extreme close-up, captured with the razor-sharp clarity of high-speed photography, focusing on the spinning alloy wheel of a bionic concept car. The intricate, blade-like spokes of the dark chrome wheel blur into a mesmerizing pattern, while the vibrant yellow brake caliper remains a fixed, bright point of color behind it. As the vehicle drives along a sunny coastal road, the camera quickly pulls back, narrowing the field of view to reveal the vehicle's full, sleek exterior. The car's design is clearly inspired by the cheetah, its low-slung, muscular body crafted from sleek black carbon fiber, gleaming in the intense sunlight. Powerful hips flare over the rear wheels, its aerodynamic silhouette cutting through the air. The surroundings—craggy cliffs on one side, a shimmering turquoise ocean on the other—merge into a streaking, motion-blurred color, emphasizing the car's incredible speed and creating an exciting, high-energy atmosphere of futuristic performance and natural elegance.", + "seed": 6088, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_6/index_4648_seed_6088_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.054954501893371345, + "vlm_logprob": -0.054954501893371345, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.054954501893371345, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of a spinning alloy wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wheel dark chrome with blade-like spokes and a fixed vibrant yellow brake caliper visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera quickly pull back to reveal the full exterior of a low-slung, muscular black carbon fiber car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a sunny coastal road with craggy cliffs on one side and a turquoise ocean on the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the surroundings appear as streaking, motion-blurred colors emphasizing high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006995589472353458 + ], + "opposite_logprob_tokens": [ + -5.131995677947998 + ], + "logprob_reward": -0.006995589472353458, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.006995589472353458, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.504314124584198, + 0.039908602833747864, + 0.02595512755215168, + 0.03179258853197098, + 0.16768357157707214, + 0.03985530510544777, + 0.09238865971565247, + 0.0811929702758789, + 0.008230943232774734, + 0.008678119629621506 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.006995589472353458 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of a spinning alloy wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wheel dark chrome with blade-like spokes and a fixed vibrant yellow brake caliper visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera quickly pull back to reveal the full exterior of a low-slung, muscular black carbon fiber car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a sunny coastal road with craggy cliffs on one side and a turquoise ocean on the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the surroundings appear as streaking, motion-blurred colors emphasizing high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08907599747180939 + ], + "opposite_logprob_tokens": [ + -2.464076042175293 + ], + "logprob_reward": -0.08907599747180939, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08907599747180939, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21199370920658112, + 0.13145604729652405, + 0.04879045858979225, + 0.0706772431731224, + 0.3212452232837677, + 0.056837987154722214, + 0.07130411267280579, + 0.0493529736995697, + 0.01596459001302719, + 0.022377612069249153 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.08907599747180939 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of a spinning alloy wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wheel dark chrome with blade-like spokes and a fixed vibrant yellow brake caliper visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera quickly pull back to reveal the full exterior of a low-slung, muscular black carbon fiber car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a sunny coastal road with craggy cliffs on one side and a turquoise ocean on the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the surroundings appear as streaking, motion-blurred colors emphasizing high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01419012900441885 + ], + "opposite_logprob_tokens": [ + -4.264190196990967 + ], + "logprob_reward": -0.01419012900441885, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01419012900441885, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15664932131767273, + 0.04026377201080322, + 0.04990401118993759, + 0.060227170586586, + 0.5641416907310486, + 0.05793630704283714, + 0.02160819061100483, + 0.029067538678646088, + 0.0040182447992265224, + 0.01618378981947899 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.01419012900441885 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of a spinning alloy wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wheel dark chrome with blade-like spokes and a fixed vibrant yellow brake caliper visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera quickly pull back to reveal the full exterior of a low-slung, muscular black carbon fiber car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a sunny coastal road with craggy cliffs on one side and a turquoise ocean on the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the surroundings appear as streaking, motion-blurred colors emphasizing high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16041553020477295 + ], + "opposite_logprob_tokens": [ + -1.910415530204773 + ], + "logprob_reward": -0.16041553020477295, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16041553020477295, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10131608694791794, + 0.03499811142683029, + 0.076032854616642, + 0.10233630985021591, + 0.2599678039550781, + 0.03373749926686287, + 0.22752268612384796, + 0.12364102154970169, + 0.01888691633939743, + 0.021560752764344215 + ], + "top_frames": [ + 4, + 6, + 7 + ], + "selected_reward": -0.16041553020477295 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of a spinning alloy wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wheel dark chrome with blade-like spokes and a fixed vibrant yellow brake caliper visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera quickly pull back to reveal the full exterior of a low-slung, muscular black carbon fiber car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a sunny coastal road with craggy cliffs on one side and a turquoise ocean on the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the surroundings appear as streaking, motion-blurred colors emphasizing high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004095263313502073 + ], + "opposite_logprob_tokens": [ + -5.504095077514648 + ], + "logprob_reward": -0.004095263313502073, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004095263313502073, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.107345350086689, + 0.029983658343553543, + 0.04763732850551605, + 0.07209262996912003, + 0.28077834844589233, + 0.0507170595228672, + 0.1812068223953247, + 0.16932663321495056, + 0.02583765611052513, + 0.03507445007562637 + ], + "top_frames": [ + 4, + 6, + 7 + ], + "selected_reward": -0.004095263313502073 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The image begins with an extreme close-up, captured with the razor-sharp clarity of high-speed photography, focusing on the spinning alloy wheel of a bionic concept car. The intricate, blade-like spokes of the dark chrome wheel blur into a mesmerizing pattern, while the vibrant yellow brake caliper remains a fixed, bright point of color behind it. As the vehicle drives along a sunny coastal road, the camera quickly pulls back, narrowing the field of view to reveal the vehicle's full, sleek exterior. The car's design is clearly inspired by the cheetah, its low-slung, muscular body crafted from sleek black carbon fiber, gleaming in the intense sunlight. Powerful hips flare over the rear wheels, its aerodynamic silhouette cutting through the air. The surroundings—craggy cliffs on one side, a shimmering turquoise ocean on the other—merge into a streaking, motion-blurred color, emphasizing the car's incredible speed and creating an exciting, high-energy atmosphere of futuristic performance and natural elegance.", + "seed": 6089, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_6/index_4648_seed_6089_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02551604643231258, + "vlm_logprob": -0.02551604643231258, + "vlm_yes_no_margin": 4.524999952316284, + "vlm_token_credit": -0.02551604643231258, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of a spinning alloy wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wheel dark chrome with blade-like spokes and a fixed vibrant yellow brake caliper visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera quickly pull back to reveal the full exterior of a low-slung, muscular black carbon fiber car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a sunny coastal road with craggy cliffs on one side and a turquoise ocean on the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the surroundings appear as streaking, motion-blurred colors emphasizing high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005021104589104652 + ], + "opposite_logprob_tokens": [ + -5.505021095275879 + ], + "logprob_reward": -0.005021104589104652, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.005021104589104652, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12239912897348404, + 0.08210786432027817, + 0.08801238238811493, + 0.07193627953529358, + 0.033910758793354034, + 0.09225502610206604, + 0.1438755989074707, + 0.0656050518155098, + 0.036568574607372284, + 0.26332932710647583 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.005021104589104652 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of a spinning alloy wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wheel dark chrome with blade-like spokes and a fixed vibrant yellow brake caliper visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera quickly pull back to reveal the full exterior of a low-slung, muscular black carbon fiber car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a sunny coastal road with craggy cliffs on one side and a turquoise ocean on the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the surroundings appear as streaking, motion-blurred colors emphasizing high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05499108135700226 + ], + "opposite_logprob_tokens": [ + -2.9299910068511963 + ], + "logprob_reward": -0.05499108135700226, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05499108135700226, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3554830253124237, + 0.05553076043725014, + 0.08510866016149521, + 0.08203500509262085, + 0.043915681540966034, + 0.09420870244503021, + 0.08431260287761688, + 0.03515130653977394, + 0.03169875964522362, + 0.13255548477172852 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.05499108135700226 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of a spinning alloy wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wheel dark chrome with blade-like spokes and a fixed vibrant yellow brake caliper visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera quickly pull back to reveal the full exterior of a low-slung, muscular black carbon fiber car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a sunny coastal road with craggy cliffs on one side and a turquoise ocean on the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the surroundings appear as streaking, motion-blurred colors emphasizing high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018180983141064644 + ], + "opposite_logprob_tokens": [ + -4.018180847167969 + ], + "logprob_reward": -0.018180983141064644, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018180983141064644, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06996434181928635, + 0.05599647015333176, + 0.07164148986339569, + 0.05789424851536751, + 0.044775720685720444, + 0.20234151184558868, + 0.10194359719753265, + 0.05515506863594055, + 0.028160378336906433, + 0.3121272027492523 + ], + "top_frames": [ + 9, + 5, + 6 + ], + "selected_reward": -0.018180983141064644 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of a spinning alloy wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wheel dark chrome with blade-like spokes and a fixed vibrant yellow brake caliper visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera quickly pull back to reveal the full exterior of a low-slung, muscular black carbon fiber car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a sunny coastal road with craggy cliffs on one side and a turquoise ocean on the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the surroundings appear as streaking, motion-blurred colors emphasizing high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048669084906578064 + ], + "opposite_logprob_tokens": [ + -3.0486690998077393 + ], + "logprob_reward": -0.048669084906578064, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048669084906578064, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04415237903594971, + 0.019053349271416664, + 0.02712085098028183, + 0.3655076324939728, + 0.028941398486495018, + 0.030319780111312866, + 0.02918308787047863, + 0.05121985077857971, + 0.01692160964012146, + 0.3875800371170044 + ], + "top_frames": [ + 9, + 3, + 7 + ], + "selected_reward": -0.048669084906578064 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of a spinning alloy wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wheel dark chrome with blade-like spokes and a fixed vibrant yellow brake caliper visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera quickly pull back to reveal the full exterior of a low-slung, muscular black carbon fiber car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a sunny coastal road with craggy cliffs on one side and a turquoise ocean on the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the surroundings appear as streaking, motion-blurred colors emphasizing high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0007179781678132713 + ], + "opposite_logprob_tokens": [ + -7.250718116760254 + ], + "logprob_reward": -0.0007179781678132713, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.0007179781678132713, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11226735264062881, + 0.02634548209607601, + 0.05731559544801712, + 0.3532730042934418, + 0.04518510028719902, + 0.06570254266262054, + 0.10149677097797394, + 0.15158183872699738, + 0.026360468938946724, + 0.06047181040048599 + ], + "top_frames": [ + 3, + 7, + 0 + ], + "selected_reward": -0.0007179781678132713 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The image begins with an extreme close-up, captured with the razor-sharp clarity of high-speed photography, focusing on the spinning alloy wheel of a bionic concept car. The intricate, blade-like spokes of the dark chrome wheel blur into a mesmerizing pattern, while the vibrant yellow brake caliper remains a fixed, bright point of color behind it. As the vehicle drives along a sunny coastal road, the camera quickly pulls back, narrowing the field of view to reveal the vehicle's full, sleek exterior. The car's design is clearly inspired by the cheetah, its low-slung, muscular body crafted from sleek black carbon fiber, gleaming in the intense sunlight. Powerful hips flare over the rear wheels, its aerodynamic silhouette cutting through the air. The surroundings—craggy cliffs on one side, a shimmering turquoise ocean on the other—merge into a streaking, motion-blurred color, emphasizing the car's incredible speed and creating an exciting, high-energy atmosphere of futuristic performance and natural elegance.", + "seed": 6090, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_6/index_4648_seed_6090_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.14197887796908618, + "vlm_logprob": -0.14197887796908618, + "vlm_yes_no_margin": 2.825, + "vlm_token_credit": -0.14197887796908618, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of a spinning alloy wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wheel dark chrome with blade-like spokes and a fixed vibrant yellow brake caliper visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera quickly pull back to reveal the full exterior of a low-slung, muscular black carbon fiber car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a sunny coastal road with craggy cliffs on one side and a turquoise ocean on the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the surroundings appear as streaking, motion-blurred colors emphasizing high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016716759651899338 + ], + "opposite_logprob_tokens": [ + -4.141716957092285 + ], + "logprob_reward": -0.016716759651899338, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016716759651899338, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07495299726724625, + 0.07212694734334946, + 0.08894118666648865, + 0.08414971083402634, + 0.03680317476391792, + 0.030363917350769043, + 0.15383771061897278, + 0.25920072197914124, + 0.027829688042402267, + 0.1717938631772995 + ], + "top_frames": [ + 7, + 9, + 6 + ], + "selected_reward": -0.016716759651899338 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of a spinning alloy wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wheel dark chrome with blade-like spokes and a fixed vibrant yellow brake caliper visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera quickly pull back to reveal the full exterior of a low-slung, muscular black carbon fiber car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a sunny coastal road with craggy cliffs on one side and a turquoise ocean on the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the surroundings appear as streaking, motion-blurred colors emphasizing high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4289734661579132 + ], + "opposite_logprob_tokens": [ + -1.0539734363555908 + ], + "logprob_reward": -0.4289734661579132, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4289734661579132, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07683873921632767, + 0.03628218546509743, + 0.13561441004276276, + 0.1963101178407669, + 0.05839849263429642, + 0.03821432217955589, + 0.11941180378198624, + 0.08830375224351883, + 0.03228015825152397, + 0.2183460295200348 + ], + "top_frames": [ + 9, + 3, + 2 + ], + "selected_reward": -0.4289734661579132 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of a spinning alloy wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wheel dark chrome with blade-like spokes and a fixed vibrant yellow brake caliper visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera quickly pull back to reveal the full exterior of a low-slung, muscular black carbon fiber car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a sunny coastal road with craggy cliffs on one side and a turquoise ocean on the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the surroundings appear as streaking, motion-blurred colors emphasizing high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07896917313337326 + ], + "opposite_logprob_tokens": [ + -2.5789692401885986 + ], + "logprob_reward": -0.07896917313337326, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07896917313337326, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10207634419202805, + 0.025149639695882797, + 0.07779634743928909, + 0.06834062188863754, + 0.03593864664435387, + 0.029075894504785538, + 0.28715482354164124, + 0.06128225103020668, + 0.05019110441207886, + 0.2629943788051605 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.07896917313337326 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of a spinning alloy wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wheel dark chrome with blade-like spokes and a fixed vibrant yellow brake caliper visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera quickly pull back to reveal the full exterior of a low-slung, muscular black carbon fiber car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a sunny coastal road with craggy cliffs on one side and a turquoise ocean on the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the surroundings appear as streaking, motion-blurred colors emphasizing high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17997728288173676 + ], + "opposite_logprob_tokens": [ + -1.804977297782898 + ], + "logprob_reward": -0.17997728288173676, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17997728288173676, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.028462985530495644, + 0.024094045162200928, + 0.042303334921598434, + 0.12122538685798645, + 0.13118648529052734, + 0.028319157660007477, + 0.08306611329317093, + 0.3562507629394531, + 0.038853611797094345, + 0.14623816311359406 + ], + "top_frames": [ + 7, + 9, + 4 + ], + "selected_reward": -0.17997728288173676 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of a spinning alloy wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wheel dark chrome with blade-like spokes and a fixed vibrant yellow brake caliper visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera quickly pull back to reveal the full exterior of a low-slung, muscular black carbon fiber car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a sunny coastal road with craggy cliffs on one side and a turquoise ocean on the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the surroundings appear as streaking, motion-blurred colors emphasizing high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005257708020508289 + ], + "opposite_logprob_tokens": [ + -5.255257606506348 + ], + "logprob_reward": -0.005257708020508289, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005257708020508289, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0797426775097847, + 0.04614611715078354, + 0.06420247256755829, + 0.23453308641910553, + 0.260438472032547, + 0.03300746530294418, + 0.0661567747592926, + 0.08135337382555008, + 0.04988812282681465, + 0.08453142642974854 + ], + "top_frames": [ + 4, + 3, + 9 + ], + "selected_reward": -0.005257708020508289 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The image begins with an extreme close-up, captured with the razor-sharp clarity of high-speed photography, focusing on the spinning alloy wheel of a bionic concept car. The intricate, blade-like spokes of the dark chrome wheel blur into a mesmerizing pattern, while the vibrant yellow brake caliper remains a fixed, bright point of color behind it. As the vehicle drives along a sunny coastal road, the camera quickly pulls back, narrowing the field of view to reveal the vehicle's full, sleek exterior. The car's design is clearly inspired by the cheetah, its low-slung, muscular body crafted from sleek black carbon fiber, gleaming in the intense sunlight. Powerful hips flare over the rear wheels, its aerodynamic silhouette cutting through the air. The surroundings—craggy cliffs on one side, a shimmering turquoise ocean on the other—merge into a streaking, motion-blurred color, emphasizing the car's incredible speed and creating an exciting, high-energy atmosphere of futuristic performance and natural elegance.", + "seed": 6091, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_6/index_4648_seed_6091_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05466278437525034, + "vlm_logprob": -0.05466278437525034, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.05466278437525034, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of a spinning alloy wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wheel dark chrome with blade-like spokes and a fixed vibrant yellow brake caliper visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera quickly pull back to reveal the full exterior of a low-slung, muscular black carbon fiber car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a sunny coastal road with craggy cliffs on one side and a turquoise ocean on the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the surroundings appear as streaking, motion-blurred colors emphasizing high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018902640789747238 + ], + "opposite_logprob_tokens": [ + -4.018902778625488 + ], + "logprob_reward": -0.018902640789747238, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018902640789747238, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16256968677043915, + 0.3663610816001892, + 0.11010415852069855, + 0.051527347415685654, + 0.07219371199607849, + 0.09327200800180435, + 0.011175605468451977, + 0.027494603767991066, + 0.043771445751190186, + 0.06153038516640663 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.018902640789747238 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of a spinning alloy wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wheel dark chrome with blade-like spokes and a fixed vibrant yellow brake caliper visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera quickly pull back to reveal the full exterior of a low-slung, muscular black carbon fiber car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a sunny coastal road with craggy cliffs on one side and a turquoise ocean on the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the surroundings appear as streaking, motion-blurred colors emphasizing high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11297482997179031 + ], + "opposite_logprob_tokens": [ + -2.2379748821258545 + ], + "logprob_reward": -0.11297482997179031, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11297482997179031, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08200830966234207, + 0.25801336765289307, + 0.061439353972673416, + 0.09297124296426773, + 0.08606641739606857, + 0.04665743559598923, + 0.018710458651185036, + 0.02757415547966957, + 0.028435956686735153, + 0.2981232702732086 + ], + "top_frames": [ + 9, + 1, + 3 + ], + "selected_reward": -0.11297482997179031 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of a spinning alloy wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wheel dark chrome with blade-like spokes and a fixed vibrant yellow brake caliper visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera quickly pull back to reveal the full exterior of a low-slung, muscular black carbon fiber car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a sunny coastal road with craggy cliffs on one side and a turquoise ocean on the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the surroundings appear as streaking, motion-blurred colors emphasizing high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11289582401514053 + ], + "opposite_logprob_tokens": [ + -2.2378957271575928 + ], + "logprob_reward": -0.11289582401514053, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11289582401514053, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08837565779685974, + 0.36972495913505554, + 0.040978725999593735, + 0.1648198813199997, + 0.12545304000377655, + 0.02503562904894352, + 0.03846587613224983, + 0.023083919659256935, + 0.029758600518107414, + 0.0943036749958992 + ], + "top_frames": [ + 1, + 3, + 4 + ], + "selected_reward": -0.11289582401514053 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of a spinning alloy wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wheel dark chrome with blade-like spokes and a fixed vibrant yellow brake caliper visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera quickly pull back to reveal the full exterior of a low-slung, muscular black carbon fiber car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a sunny coastal road with craggy cliffs on one side and a turquoise ocean on the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the surroundings appear as streaking, motion-blurred colors emphasizing high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023291101679205894 + ], + "opposite_logprob_tokens": [ + -3.7732911109924316 + ], + "logprob_reward": -0.023291101679205894, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023291101679205894, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1615390032529831, + 0.2998840808868408, + 0.028669307008385658, + 0.1409456431865692, + 0.0842696949839592, + 0.0574137419462204, + 0.026450393721461296, + 0.04685637354850769, + 0.08774439990520477, + 0.06622734665870667 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.023291101679205894 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of a spinning alloy wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wheel dark chrome with blade-like spokes and a fixed vibrant yellow brake caliper visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera quickly pull back to reveal the full exterior of a low-slung, muscular black carbon fiber car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a sunny coastal road with craggy cliffs on one side and a turquoise ocean on the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the surroundings appear as streaking, motion-blurred colors emphasizing high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005249525420367718 + ], + "opposite_logprob_tokens": [ + -5.255249500274658 + ], + "logprob_reward": -0.005249525420367718, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005249525420367718, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07343799620866776, + 0.32086244225502014, + 0.014338557608425617, + 0.06643033027648926, + 0.03837063908576965, + 0.08133524656295776, + 0.07733244448900223, + 0.10046572983264923, + 0.09300108999013901, + 0.13442549109458923 + ], + "top_frames": [ + 1, + 9, + 7 + ], + "selected_reward": -0.005249525420367718 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_7/index_tensor([963, 963])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_7/index_tensor([963, 963])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..eb4a5bfbfefac803b31d8cd32851dd0cb692ceff --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_7/index_tensor([963, 963])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, wide-angle shot slowly pans right, tracking the explosive forward momentum of the sun-drenched, dusty arena. Casting stark, dramatic shadows in the blazing midday sun, a powerful, jet-black bull charges with immense force. Its massive body is a study in primal strength, muscles ripple like coiled springs beneath its rough, dark hide, its massive head bowed to reveal a pair of sharp, polished horns. As it rumbles across the pale ochre sand, its hooves violently churn the ground, raising a thick, swirling cloud of dust and grime that hangs in the air like a chaotic veil. Individual grains of sand catch the harsh light, creating a shimmering golden vortex behind the bull. The entire scene is imbued with a palpable atmosphere, charged with intense, primal fury and unstoppable kinetic energy.", + "seed": 24807, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_7/index_963_seed_24807_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0442642365465872, + "vlm_logprob": -0.0442642365465872, + "vlm_yes_no_margin": 4.825, + "vlm_token_credit": -0.0442642365465872, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly to the right while tracking the bull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a jet-black bull charging forward with its head bowed and sharp polished horns visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a sun-drenched dusty arena with pale ochre sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bull's movement raise a thick swirling cloud of dust and grime in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11511905491352081 + ], + "opposite_logprob_tokens": [ + -2.615118980407715 + ], + "logprob_reward": -0.11511905491352081, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.11511905491352081, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2287156581878662, + 0.07848118245601654, + 0.151966392993927, + 0.04256468638777733, + 0.049055371433496475, + 0.12913216650485992, + 0.10608385503292084, + 0.042429808527231216, + 0.05198684707283974, + 0.11958406120538712 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.11511905491352081 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly to the right while tracking the bull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a jet-black bull charging forward with its head bowed and sharp polished horns visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a sun-drenched dusty arena with pale ochre sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bull's movement raise a thick swirling cloud of dust and grime in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10035226494073868 + ], + "opposite_logprob_tokens": [ + -2.3503522872924805 + ], + "logprob_reward": -0.10035226494073868, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10035226494073868, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.058635443449020386, + 0.09061583131551743, + 0.10288149118423462, + 0.03717385232448578, + 0.10379908978939056, + 0.47965583205223083, + 0.018512409180402756, + 0.020862944424152374, + 0.03628888353705406, + 0.05157419294118881 + ], + "top_frames": [ + 5, + 4, + 2 + ], + "selected_reward": -0.10035226494073868 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly to the right while tracking the bull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a jet-black bull charging forward with its head bowed and sharp polished horns visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a sun-drenched dusty arena with pale ochre sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bull's movement raise a thick swirling cloud of dust and grime in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036202622577548027 + ], + "opposite_logprob_tokens": [ + -5.628620147705078 + ], + "logprob_reward": -0.0036202622577548027, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036202622577548027, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13458256423473358, + 0.047933757305145264, + 0.06853102892637253, + 0.05994441732764244, + 0.05336005985736847, + 0.16374841332435608, + 0.10196677595376968, + 0.06858646869659424, + 0.26215240359306335, + 0.03919406980276108 + ], + "top_frames": [ + 8, + 5, + 0 + ], + "selected_reward": -0.0036202622577548027 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly to the right while tracking the bull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a jet-black bull charging forward with its head bowed and sharp polished horns visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a sun-drenched dusty arena with pale ochre sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bull's movement raise a thick swirling cloud of dust and grime in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0007176207727752626 + ], + "opposite_logprob_tokens": [ + -7.250717639923096 + ], + "logprob_reward": -0.0007176207727752626, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.0007176207727752626, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12001875787973404, + 0.07525008171796799, + 0.07328494638204575, + 0.0732780322432518, + 0.04053151234984398, + 0.1843303143978119, + 0.05144309997558594, + 0.031183777377009392, + 0.24425925314426422, + 0.10642021149396896 + ], + "top_frames": [ + 8, + 5, + 0 + ], + "selected_reward": -0.0007176207727752626 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly to the right while tracking the bull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a jet-black bull charging forward with its head bowed and sharp polished horns visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a sun-drenched dusty arena with pale ochre sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bull's movement raise a thick swirling cloud of dust and grime in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015119798481464386 + ], + "opposite_logprob_tokens": [ + -6.501512050628662 + ], + "logprob_reward": -0.0015119798481464386, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015119798481464386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09217658638954163, + 0.06878980249166489, + 0.09196222573518753, + 0.019525544717907906, + 0.06230004504323006, + 0.3670750856399536, + 0.04411225765943527, + 0.07684027403593063, + 0.10797766596078873, + 0.0692405104637146 + ], + "top_frames": [ + 5, + 8, + 0 + ], + "selected_reward": -0.0015119798481464386 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide-angle shot slowly pans right, tracking the explosive forward momentum of the sun-drenched, dusty arena. Casting stark, dramatic shadows in the blazing midday sun, a powerful, jet-black bull charges with immense force. Its massive body is a study in primal strength, muscles ripple like coiled springs beneath its rough, dark hide, its massive head bowed to reveal a pair of sharp, polished horns. As it rumbles across the pale ochre sand, its hooves violently churn the ground, raising a thick, swirling cloud of dust and grime that hangs in the air like a chaotic veil. Individual grains of sand catch the harsh light, creating a shimmering golden vortex behind the bull. The entire scene is imbued with a palpable atmosphere, charged with intense, primal fury and unstoppable kinetic energy.", + "seed": 24808, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_7/index_963_seed_24808_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.028884888207539917, + "vlm_logprob": -0.028884888207539917, + "vlm_yes_no_margin": 4.925, + "vlm_token_credit": -0.028884888207539917, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly to the right while tracking the bull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a jet-black bull charging forward with its head bowed and sharp polished horns visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a sun-drenched dusty arena with pale ochre sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bull's movement raise a thick swirling cloud of dust and grime in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06627803295850754 + ], + "opposite_logprob_tokens": [ + -3.0662779808044434 + ], + "logprob_reward": -0.06627803295850754, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.06627803295850754, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2078085094690323, + 0.06449595093727112, + 0.058683063834905624, + 0.0379277840256691, + 0.056148383766412735, + 0.09006769955158234, + 0.07100082188844681, + 0.14684335887432098, + 0.07053079456090927, + 0.19649362564086914 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.06627803295850754 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly to the right while tracking the bull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a jet-black bull charging forward with its head bowed and sharp polished horns visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a sun-drenched dusty arena with pale ochre sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bull's movement raise a thick swirling cloud of dust and grime in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07005304843187332 + ], + "opposite_logprob_tokens": [ + -2.6950531005859375 + ], + "logprob_reward": -0.07005304843187332, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07005304843187332, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11819981038570404, + 0.0422210767865181, + 0.06024840101599693, + 0.036318082362413406, + 0.0432303287088871, + 0.07243175804615021, + 0.07292497158050537, + 0.1435336470603943, + 0.04243679717183113, + 0.368455171585083 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.07005304843187332 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly to the right while tracking the bull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a jet-black bull charging forward with its head bowed and sharp polished horns visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a sun-drenched dusty arena with pale ochre sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bull's movement raise a thick swirling cloud of dust and grime in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005948578007519245 + ], + "opposite_logprob_tokens": [ + -5.130948543548584 + ], + "logprob_reward": -0.005948578007519245, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005948578007519245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13155916333198547, + 0.13213147222995758, + 0.08859474211931229, + 0.027281323447823524, + 0.10328023880720139, + 0.05714281648397446, + 0.08898848295211792, + 0.10692137479782104, + 0.1591721773147583, + 0.10492822527885437 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.005948578007519245 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly to the right while tracking the bull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a jet-black bull charging forward with its head bowed and sharp polished horns visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a sun-drenched dusty arena with pale ochre sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bull's movement raise a thick swirling cloud of dust and grime in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0006336349761113524 + ], + "opposite_logprob_tokens": [ + -7.375633716583252 + ], + "logprob_reward": -0.0006336349761113524, + "yes_no_margin_reward": 7.375, + "token_credit_reward": -0.0006336349761113524, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1589830368757248, + 0.12843678891658783, + 0.10386227071285248, + 0.05399283766746521, + 0.07688509672880173, + 0.0804712325334549, + 0.04996997117996216, + 0.05551393702626228, + 0.0626663938164711, + 0.22921842336654663 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.0006336349761113524 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly to the right while tracking the bull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a jet-black bull charging forward with its head bowed and sharp polished horns visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a sun-drenched dusty arena with pale ochre sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bull's movement raise a thick swirling cloud of dust and grime in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015111466636881232 + ], + "opposite_logprob_tokens": [ + -6.501511096954346 + ], + "logprob_reward": -0.0015111466636881232, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015111466636881232, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10687360912561417, + 0.28439104557037354, + 0.0727703794836998, + 0.07275262475013733, + 0.0519074872136116, + 0.057918526232242584, + 0.18404512107372284, + 0.07548511773347855, + 0.0724911168217659, + 0.021364986896514893 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.0015111466636881232 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide-angle shot slowly pans right, tracking the explosive forward momentum of the sun-drenched, dusty arena. Casting stark, dramatic shadows in the blazing midday sun, a powerful, jet-black bull charges with immense force. Its massive body is a study in primal strength, muscles ripple like coiled springs beneath its rough, dark hide, its massive head bowed to reveal a pair of sharp, polished horns. As it rumbles across the pale ochre sand, its hooves violently churn the ground, raising a thick, swirling cloud of dust and grime that hangs in the air like a chaotic veil. Individual grains of sand catch the harsh light, creating a shimmering golden vortex behind the bull. The entire scene is imbued with a palpable atmosphere, charged with intense, primal fury and unstoppable kinetic energy.", + "seed": 24809, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_7/index_963_seed_24809_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03365431858692318, + "vlm_logprob": -0.03365431858692318, + "vlm_yes_no_margin": 4.725, + "vlm_token_credit": -0.03365431858692318, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly to the right while tracking the bull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a jet-black bull charging forward with its head bowed and sharp polished horns visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a sun-drenched dusty arena with pale ochre sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bull's movement raise a thick swirling cloud of dust and grime in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08045849949121475 + ], + "opposite_logprob_tokens": [ + -2.955458402633667 + ], + "logprob_reward": -0.08045849949121475, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.08045849949121475, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20413538813591003, + 0.06507652252912521, + 0.08716364949941635, + 0.07630298286676407, + 0.1441027671098709, + 0.08800622820854187, + 0.05757652595639229, + 0.06794263422489166, + 0.08330340683460236, + 0.12638989090919495 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.08045849949121475 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly to the right while tracking the bull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a jet-black bull charging forward with its head bowed and sharp polished horns visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a sun-drenched dusty arena with pale ochre sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bull's movement raise a thick swirling cloud of dust and grime in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07901709526777267 + ], + "opposite_logprob_tokens": [ + -2.579017162322998 + ], + "logprob_reward": -0.07901709526777267, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07901709526777267, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11470840871334076, + 0.06629937887191772, + 0.06979718804359436, + 0.10194530338048935, + 0.13730601966381073, + 0.10788628458976746, + 0.10161343216896057, + 0.03204672411084175, + 0.15872111916542053, + 0.10967611521482468 + ], + "top_frames": [ + 8, + 4, + 0 + ], + "selected_reward": -0.07901709526777267 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly to the right while tracking the bull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a jet-black bull charging forward with its head bowed and sharp polished horns visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a sun-drenched dusty arena with pale ochre sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bull's movement raise a thick swirling cloud of dust and grime in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005949288606643677 + ], + "opposite_logprob_tokens": [ + -5.1309494972229 + ], + "logprob_reward": -0.005949288606643677, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005949288606643677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09150996804237366, + 0.08518435060977936, + 0.12955115735530853, + 0.2019948661327362, + 0.12161534279584885, + 0.07536953687667847, + 0.10394567996263504, + 0.07541710138320923, + 0.05841849371790886, + 0.05699344724416733 + ], + "top_frames": [ + 3, + 2, + 4 + ], + "selected_reward": -0.005949288606643677 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly to the right while tracking the bull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a jet-black bull charging forward with its head bowed and sharp polished horns visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a sun-drenched dusty arena with pale ochre sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bull's movement raise a thick swirling cloud of dust and grime in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015122179174795747 + ], + "opposite_logprob_tokens": [ + -6.501512050628662 + ], + "logprob_reward": -0.0015122179174795747, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015122179174795747, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14077793061733246, + 0.05019250512123108, + 0.07128198444843292, + 0.08678469061851501, + 0.19850845634937286, + 0.07345515489578247, + 0.08631855249404907, + 0.11373026669025421, + 0.0734356939792633, + 0.10551481693983078 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.0015122179174795747 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly to the right while tracking the bull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a jet-black bull charging forward with its head bowed and sharp polished horns visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a sun-drenched dusty arena with pale ochre sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bull's movement raise a thick swirling cloud of dust and grime in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013344916515052319 + ], + "opposite_logprob_tokens": [ + -6.6263346672058105 + ], + "logprob_reward": -0.0013344916515052319, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013344916515052319, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07264608144760132, + 0.04940943047404289, + 0.0883600264787674, + 0.15671563148498535, + 0.09949054569005966, + 0.0656406357884407, + 0.14978717267513275, + 0.2323542684316635, + 0.040585581213235855, + 0.04501064121723175 + ], + "top_frames": [ + 7, + 3, + 6 + ], + "selected_reward": -0.0013344916515052319 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide-angle shot slowly pans right, tracking the explosive forward momentum of the sun-drenched, dusty arena. Casting stark, dramatic shadows in the blazing midday sun, a powerful, jet-black bull charges with immense force. Its massive body is a study in primal strength, muscles ripple like coiled springs beneath its rough, dark hide, its massive head bowed to reveal a pair of sharp, polished horns. As it rumbles across the pale ochre sand, its hooves violently churn the ground, raising a thick, swirling cloud of dust and grime that hangs in the air like a chaotic veil. Individual grains of sand catch the harsh light, creating a shimmering golden vortex behind the bull. The entire scene is imbued with a palpable atmosphere, charged with intense, primal fury and unstoppable kinetic energy.", + "seed": 24810, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_7/index_963_seed_24810_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.047413702227640894, + "vlm_logprob": -0.047413702227640894, + "vlm_yes_no_margin": 4.775, + "vlm_token_credit": -0.047413702227640894, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly to the right while tracking the bull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a jet-black bull charging forward with its head bowed and sharp polished horns visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a sun-drenched dusty arena with pale ochre sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bull's movement raise a thick swirling cloud of dust and grime in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10394464433193207 + ], + "opposite_logprob_tokens": [ + -2.6039445400238037 + ], + "logprob_reward": -0.10394464433193207, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.10394464433193207, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13888365030288696, + 0.05751936882734299, + 0.4423110783100128, + 0.038985725492239, + 0.08118936419487, + 0.02857762761414051, + 0.03481143340468407, + 0.02250499650835991, + 0.07200457155704498, + 0.08321218937635422 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.10394464433193207 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly to the right while tracking the bull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a jet-black bull charging forward with its head bowed and sharp polished horns visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a sun-drenched dusty arena with pale ochre sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bull's movement raise a thick swirling cloud of dust and grime in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12706726789474487 + ], + "opposite_logprob_tokens": [ + -2.1270673274993896 + ], + "logprob_reward": -0.12706726789474487, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12706726789474487, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07437291741371155, + 0.03041660785675049, + 0.3816380202770233, + 0.11732673645019531, + 0.05755932256579399, + 0.022860094904899597, + 0.046681758016347885, + 0.0508003905415535, + 0.05568121746182442, + 0.16266289353370667 + ], + "top_frames": [ + 2, + 9, + 3 + ], + "selected_reward": -0.12706726789474487 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly to the right while tracking the bull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a jet-black bull charging forward with its head bowed and sharp polished horns visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a sun-drenched dusty arena with pale ochre sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bull's movement raise a thick swirling cloud of dust and grime in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004096213262528181 + ], + "opposite_logprob_tokens": [ + -5.504096031188965 + ], + "logprob_reward": -0.004096213262528181, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004096213262528181, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09495764970779419, + 0.03591389209032059, + 0.5008550882339478, + 0.05642372742295265, + 0.08399803936481476, + 0.05096195638179779, + 0.020575959235429764, + 0.021856022998690605, + 0.0845789909362793, + 0.049878668040037155 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.004096213262528181 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly to the right while tracking the bull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a jet-black bull charging forward with its head bowed and sharp polished horns visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a sun-drenched dusty arena with pale ochre sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bull's movement raise a thick swirling cloud of dust and grime in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009201106731779873 + ], + "opposite_logprob_tokens": [ + -7.000920295715332 + ], + "logprob_reward": -0.0009201106731779873, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009201106731779873, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13147757947444916, + 0.04742315784096718, + 0.4197787344455719, + 0.044318787753582, + 0.03356099873781204, + 0.027082379907369614, + 0.02132638357579708, + 0.06420308351516724, + 0.04164835065603256, + 0.16918060183525085 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.0009201106731779873 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly to the right while tracking the bull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a jet-black bull charging forward with its head bowed and sharp polished horns visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a sun-drenched dusty arena with pale ochre sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the bull's movement raise a thick swirling cloud of dust and grime in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010402749758213758 + ], + "opposite_logprob_tokens": [ + -6.876040458679199 + ], + "logprob_reward": -0.0010402749758213758, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010402749758213758, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09705568104982376, + 0.11256755888462067, + 0.07257043570280075, + 0.02747049368917942, + 0.1791243702173233, + 0.03152453154325485, + 0.01398863922804594, + 0.044312186539173126, + 0.05984710156917572, + 0.3615390360355377 + ], + "top_frames": [ + 9, + 4, + 1 + ], + "selected_reward": -0.0010402749758213758 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_8/index_tensor([1306, 1306])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_8/index_tensor([1306, 1306])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..93aa3631a0153dd47e0a29747a179f5fd29c1f86 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_8/index_tensor([1306, 1306])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "single static, high-angle, extreme-wide shot depicts a breathtaking panorama, rendered in Studio Ghibli's signature hand-drawn and richly detailed animation style. In the heart of a lush valley lies a massive, circular Fujian Tulou, nestled amidst the meticulously crafted, shimmering rice terraces that cascade down the hillside. Its thick, ochre-colored red mud walls show the marks of age, their base covered in soft moss, and its vast, curved roof is composed of dark, weathered tiles. The circular facade is dotted with numerous small square windows, each emitting a warm, golden glow that spills into the dusk, hinting at a bustling, comfortable community within. Above the rooftops, dozens of magical, floating orbs of light drift lazily on an imperceptible breeze, their ethereal spheres pulsing with a soft glow and tracing slow, swirling patterns against the deepening sky. In the foreground, a calm, wide river meanders gracefully through the valley floor, its glassy surface acting like a perfect mirror, reflecting the magnificent colors of the sunset – a painterly blend of soft pinks, deep oranges, and eroded violets. The entire scene is immersed in a serene and magical atmosphere, evoking a profound sense of peace and nostalgic wonder as dusk descends upon the enchanting landscape.", + "seed": 4148, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_8/index_1306_seed_4148_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.15849376060068607, + "vlm_logprob": -0.15849376060068607, + "vlm_yes_no_margin": 2.549999988079071, + "vlm_token_credit": -0.15849376060068607, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a Studio Ghibli-style hand-drawn animation aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive circular Fujian Tulou with ochre-colored red mud walls visible in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are shimmering rice terraces cascading down the hillside surrounding the Tulou?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do dozens of magical floating orbs of light drift above the rooftops in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a high-angle extreme-wide shot showing a calm river reflecting a sunset with pink, orange, and violet colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42972809076309204 + ], + "opposite_logprob_tokens": [ + -1.0547280311584473 + ], + "logprob_reward": -0.42972809076309204, + "yes_no_margin_reward": 0.6249999403953552, + "token_credit_reward": -0.42972809076309204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13521099090576172, + 0.27815982699394226, + 0.008642386645078659, + 0.02216503955423832, + 0.07737132906913757, + 0.12264925241470337, + 0.1112167090177536, + 0.10095798224210739, + 0.11946651339530945, + 0.024159934371709824 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.42972809076309204 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a Studio Ghibli-style hand-drawn animation aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive circular Fujian Tulou with ochre-colored red mud walls visible in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are shimmering rice terraces cascading down the hillside surrounding the Tulou?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do dozens of magical floating orbs of light drift above the rooftops in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a high-angle extreme-wide shot showing a calm river reflecting a sunset with pink, orange, and violet colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011095255613327026 + ], + "opposite_logprob_tokens": [ + -4.51109504699707 + ], + "logprob_reward": -0.011095255613327026, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011095255613327026, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1951856017112732, + 0.5072833299636841, + 0.019925760105252266, + 0.011879301629960537, + 0.04809314012527466, + 0.061430323868989944, + 0.013037553988397121, + 0.017697198316454887, + 0.11843222379684448, + 0.007035516668111086 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.011095255613327026 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a Studio Ghibli-style hand-drawn animation aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive circular Fujian Tulou with ochre-colored red mud walls visible in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are shimmering rice terraces cascading down the hillside surrounding the Tulou?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do dozens of magical floating orbs of light drift above the rooftops in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a high-angle extreme-wide shot showing a calm river reflecting a sunset with pink, orange, and violet colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020581724122166634 + ], + "opposite_logprob_tokens": [ + -3.8955817222595215 + ], + "logprob_reward": -0.020581724122166634, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020581724122166634, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22361867129802704, + 0.3647746443748474, + 0.03447790443897247, + 0.03377137333154678, + 0.10098706930875778, + 0.03889093175530434, + 0.03568233922123909, + 0.027238313108682632, + 0.12686559557914734, + 0.013693123124539852 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.020581724122166634 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a Studio Ghibli-style hand-drawn animation aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive circular Fujian Tulou with ochre-colored red mud walls visible in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are shimmering rice terraces cascading down the hillside surrounding the Tulou?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do dozens of magical floating orbs of light drift above the rooftops in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a high-angle extreme-wide shot showing a calm river reflecting a sunset with pink, orange, and violet colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898162305355072 + ], + "opposite_logprob_tokens": [ + -2.578981637954712 + ], + "logprob_reward": -0.07898162305355072, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898162305355072, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14256973564624786, + 0.30653488636016846, + 0.03835785388946533, + 0.031167034059762955, + 0.17571213841438293, + 0.012332952581346035, + 0.03521855175495148, + 0.07079412788152695, + 0.15823158621788025, + 0.029081087559461594 + ], + "top_frames": [ + 1, + 4, + 8 + ], + "selected_reward": -0.07898162305355072 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a Studio Ghibli-style hand-drawn animation aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive circular Fujian Tulou with ochre-colored red mud walls visible in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are shimmering rice terraces cascading down the hillside surrounding the Tulou?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do dozens of magical floating orbs of light drift above the rooftops in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a high-angle extreme-wide shot showing a calm river reflecting a sunset with pink, orange, and violet colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25208210945129395 + ], + "opposite_logprob_tokens": [ + -1.502082109451294 + ], + "logprob_reward": -0.25208210945129395, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25208210945129395, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3745400309562683, + 0.15997819602489471, + 0.021577758714556694, + 0.01232979353517294, + 0.08441855013370514, + 0.04610759764909744, + 0.028731919825077057, + 0.028301864862442017, + 0.21800649166107178, + 0.026007801294326782 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.25208210945129395 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "single static, high-angle, extreme-wide shot depicts a breathtaking panorama, rendered in Studio Ghibli's signature hand-drawn and richly detailed animation style. In the heart of a lush valley lies a massive, circular Fujian Tulou, nestled amidst the meticulously crafted, shimmering rice terraces that cascade down the hillside. Its thick, ochre-colored red mud walls show the marks of age, their base covered in soft moss, and its vast, curved roof is composed of dark, weathered tiles. The circular facade is dotted with numerous small square windows, each emitting a warm, golden glow that spills into the dusk, hinting at a bustling, comfortable community within. Above the rooftops, dozens of magical, floating orbs of light drift lazily on an imperceptible breeze, their ethereal spheres pulsing with a soft glow and tracing slow, swirling patterns against the deepening sky. In the foreground, a calm, wide river meanders gracefully through the valley floor, its glassy surface acting like a perfect mirror, reflecting the magnificent colors of the sunset – a painterly blend of soft pinks, deep oranges, and eroded violets. The entire scene is immersed in a serene and magical atmosphere, evoking a profound sense of peace and nostalgic wonder as dusk descends upon the enchanting landscape.", + "seed": 4149, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_8/index_1306_seed_4149_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.17447255104780196, + "vlm_logprob": -0.17447255104780196, + "vlm_yes_no_margin": 2.475, + "vlm_token_credit": -0.17447255104780196, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a Studio Ghibli-style hand-drawn animation aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive circular Fujian Tulou with ochre-colored red mud walls visible in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are shimmering rice terraces cascading down the hillside surrounding the Tulou?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do dozens of magical floating orbs of light drift above the rooftops in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a high-angle extreme-wide shot showing a calm river reflecting a sunset with pink, orange, and violet colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5782629251480103 + ], + "opposite_logprob_tokens": [ + -0.8282629251480103 + ], + "logprob_reward": -0.5782629251480103, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5782629251480103, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36177971959114075, + 0.09355495870113373, + 0.06103388965129852, + 0.008805718272924423, + 0.015813766047358513, + 0.01945037767291069, + 0.032148897647857666, + 0.2001183032989502, + 0.010628310963511467, + 0.19666606187820435 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.5782629251480103 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a Studio Ghibli-style hand-drawn animation aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive circular Fujian Tulou with ochre-colored red mud walls visible in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are shimmering rice terraces cascading down the hillside surrounding the Tulou?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do dozens of magical floating orbs of light drift above the rooftops in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a high-angle extreme-wide shot showing a calm river reflecting a sunset with pink, orange, and violet colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023307407274842262 + ], + "opposite_logprob_tokens": [ + -3.7733073234558105 + ], + "logprob_reward": -0.023307407274842262, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023307407274842262, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.49398577213287354, + 0.09929113835096359, + 0.06128863990306854, + 0.009776660241186619, + 0.03478808328509331, + 0.007633268367499113, + 0.025066278874874115, + 0.158666729927063, + 0.01626851223409176, + 0.09323488920927048 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.023307407274842262 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a Studio Ghibli-style hand-drawn animation aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive circular Fujian Tulou with ochre-colored red mud walls visible in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are shimmering rice terraces cascading down the hillside surrounding the Tulou?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do dozens of magical floating orbs of light drift above the rooftops in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a high-angle extreme-wide shot showing a calm river reflecting a sunset with pink, orange, and violet colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866306856274605 + ], + "opposite_logprob_tokens": [ + -3.0486631393432617 + ], + "logprob_reward": -0.04866306856274605, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866306856274605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5086714625358582, + 0.04254782572388649, + 0.028005525469779968, + 0.007107187062501907, + 0.008893173187971115, + 0.02265670709311962, + 0.013991186395287514, + 0.15930375456809998, + 0.012952303513884544, + 0.19587087631225586 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.04866306856274605 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a Studio Ghibli-style hand-drawn animation aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive circular Fujian Tulou with ochre-colored red mud walls visible in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are shimmering rice terraces cascading down the hillside surrounding the Tulou?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do dozens of magical floating orbs of light drift above the rooftops in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a high-angle extreme-wide shot showing a calm river reflecting a sunset with pink, orange, and violet colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058347500860691 + ], + "opposite_logprob_tokens": [ + -3.895583391189575 + ], + "logprob_reward": -0.02058347500860691, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058347500860691, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17673633992671967, + 0.06992127001285553, + 0.027122609317302704, + 0.011953984387218952, + 0.015074186027050018, + 0.034535132348537445, + 0.011983615346252918, + 0.16492792963981628, + 0.0255117230117321, + 0.4622332453727722 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.02058347500860691 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a Studio Ghibli-style hand-drawn animation aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive circular Fujian Tulou with ochre-colored red mud walls visible in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are shimmering rice terraces cascading down the hillside surrounding the Tulou?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do dozens of magical floating orbs of light drift above the rooftops in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a high-angle extreme-wide shot showing a calm river reflecting a sunset with pink, orange, and violet colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20154587924480438 + ], + "opposite_logprob_tokens": [ + -1.7015458345413208 + ], + "logprob_reward": -0.20154587924480438, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20154587924480438, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.432026743888855, + 0.03955785930156708, + 0.014659149572253227, + 0.0073397536762058735, + 0.012083465233445168, + 0.03013613075017929, + 0.018134446814656258, + 0.17374111711978912, + 0.0191512368619442, + 0.2531701326370239 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.20154587924480438 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "single static, high-angle, extreme-wide shot depicts a breathtaking panorama, rendered in Studio Ghibli's signature hand-drawn and richly detailed animation style. In the heart of a lush valley lies a massive, circular Fujian Tulou, nestled amidst the meticulously crafted, shimmering rice terraces that cascade down the hillside. Its thick, ochre-colored red mud walls show the marks of age, their base covered in soft moss, and its vast, curved roof is composed of dark, weathered tiles. The circular facade is dotted with numerous small square windows, each emitting a warm, golden glow that spills into the dusk, hinting at a bustling, comfortable community within. Above the rooftops, dozens of magical, floating orbs of light drift lazily on an imperceptible breeze, their ethereal spheres pulsing with a soft glow and tracing slow, swirling patterns against the deepening sky. In the foreground, a calm, wide river meanders gracefully through the valley floor, its glassy surface acting like a perfect mirror, reflecting the magnificent colors of the sunset – a painterly blend of soft pinks, deep oranges, and eroded violets. The entire scene is immersed in a serene and magical atmosphere, evoking a profound sense of peace and nostalgic wonder as dusk descends upon the enchanting landscape.", + "seed": 4150, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_8/index_1306_seed_4150_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.17778204195201397, + "vlm_logprob": -0.17778204195201397, + "vlm_yes_no_margin": 2.6, + "vlm_token_credit": -0.17778204195201397, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a Studio Ghibli-style hand-drawn animation aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive circular Fujian Tulou with ochre-colored red mud walls visible in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are shimmering rice terraces cascading down the hillside surrounding the Tulou?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do dozens of magical floating orbs of light drift above the rooftops in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a high-angle extreme-wide shot showing a calm river reflecting a sunset with pink, orange, and violet colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3878544867038727 + ], + "opposite_logprob_tokens": [ + -1.1378544569015503 + ], + "logprob_reward": -0.3878544867038727, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3878544867038727, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10964518040418625, + 0.03625492751598358, + 0.01973169483244419, + 0.034803356975317, + 0.026935456320643425, + 0.42270269989967346, + 0.013245362788438797, + 0.02124582976102829, + 0.03113762103021145, + 0.2842978239059448 + ], + "top_frames": [ + 5, + 9, + 0 + ], + "selected_reward": -0.3878544867038727 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a Studio Ghibli-style hand-drawn animation aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive circular Fujian Tulou with ochre-colored red mud walls visible in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are shimmering rice terraces cascading down the hillside surrounding the Tulou?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do dozens of magical floating orbs of light drift above the rooftops in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a high-angle extreme-wide shot showing a calm river reflecting a sunset with pink, orange, and violet colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00865730457007885 + ], + "opposite_logprob_tokens": [ + -4.758657455444336 + ], + "logprob_reward": -0.00865730457007885, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00865730457007885, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13258697092533112, + 0.10534840077161789, + 0.14450368285179138, + 0.08451585471630096, + 0.051828037947416306, + 0.3211084008216858, + 0.04841901361942291, + 0.030734185129404068, + 0.0172366164624691, + 0.06371884793043137 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.00865730457007885 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a Studio Ghibli-style hand-drawn animation aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive circular Fujian Tulou with ochre-colored red mud walls visible in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are shimmering rice terraces cascading down the hillside surrounding the Tulou?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do dozens of magical floating orbs of light drift above the rooftops in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a high-angle extreme-wide shot showing a calm river reflecting a sunset with pink, orange, and violet colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029804106801748276 + ], + "opposite_logprob_tokens": [ + -3.529803991317749 + ], + "logprob_reward": -0.029804106801748276, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029804106801748276, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15431445837020874, + 0.09586083889007568, + 0.2419968843460083, + 0.12523657083511353, + 0.15778246521949768, + 0.03935353085398674, + 0.05655040964484215, + 0.03428623452782631, + 0.020927615463733673, + 0.07369095832109451 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.029804106801748276 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a Studio Ghibli-style hand-drawn animation aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive circular Fujian Tulou with ochre-colored red mud walls visible in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are shimmering rice terraces cascading down the hillside surrounding the Tulou?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do dozens of magical floating orbs of light drift above the rooftops in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a high-angle extreme-wide shot showing a calm river reflecting a sunset with pink, orange, and violet colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033700864762067795 + ], + "opposite_logprob_tokens": [ + -3.408700942993164 + ], + "logprob_reward": -0.033700864762067795, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033700864762067795, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1436198502779007, + 0.10729765892028809, + 0.10028237849473953, + 0.0973215103149414, + 0.05188611522316933, + 0.31377583742141724, + 0.027450844645500183, + 0.03482731804251671, + 0.02995062619447708, + 0.09358792006969452 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.033700864762067795 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a Studio Ghibli-style hand-drawn animation aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive circular Fujian Tulou with ochre-colored red mud walls visible in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are shimmering rice terraces cascading down the hillside surrounding the Tulou?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do dozens of magical floating orbs of light drift above the rooftops in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a high-angle extreme-wide shot showing a calm river reflecting a sunset with pink, orange, and violet colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42889344692230225 + ], + "opposite_logprob_tokens": [ + -1.0538934469223022 + ], + "logprob_reward": -0.42889344692230225, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.42889344692230225, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0781450942158699, + 0.018671980127692223, + 0.3287423551082611, + 0.023158498108386993, + 0.015414112247526646, + 0.31504812836647034, + 0.030740508809685707, + 0.01375738438218832, + 0.01532764546573162, + 0.16099423170089722 + ], + "top_frames": [ + 2, + 5, + 9 + ], + "selected_reward": -0.42889344692230225 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "single static, high-angle, extreme-wide shot depicts a breathtaking panorama, rendered in Studio Ghibli's signature hand-drawn and richly detailed animation style. In the heart of a lush valley lies a massive, circular Fujian Tulou, nestled amidst the meticulously crafted, shimmering rice terraces that cascade down the hillside. Its thick, ochre-colored red mud walls show the marks of age, their base covered in soft moss, and its vast, curved roof is composed of dark, weathered tiles. The circular facade is dotted with numerous small square windows, each emitting a warm, golden glow that spills into the dusk, hinting at a bustling, comfortable community within. Above the rooftops, dozens of magical, floating orbs of light drift lazily on an imperceptible breeze, their ethereal spheres pulsing with a soft glow and tracing slow, swirling patterns against the deepening sky. In the foreground, a calm, wide river meanders gracefully through the valley floor, its glassy surface acting like a perfect mirror, reflecting the magnificent colors of the sunset – a painterly blend of soft pinks, deep oranges, and eroded violets. The entire scene is immersed in a serene and magical atmosphere, evoking a profound sense of peace and nostalgic wonder as dusk descends upon the enchanting landscape.", + "seed": 4151, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_8/index_1306_seed_4151_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.21645568730309606, + "vlm_logprob": -0.21645568730309606, + "vlm_yes_no_margin": 2.625, + "vlm_token_credit": -0.21645568730309606, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a Studio Ghibli-style hand-drawn animation aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive circular Fujian Tulou with ochre-colored red mud walls visible in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are shimmering rice terraces cascading down the hillside surrounding the Tulou?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do dozens of magical floating orbs of light drift above the rooftops in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a high-angle extreme-wide shot showing a calm river reflecting a sunset with pink, orange, and violet colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3148466646671295 + ], + "opposite_logprob_tokens": [ + -1.3148466348648071 + ], + "logprob_reward": -0.3148466646671295, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3148466646671295, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16312973201274872, + 0.08238930255174637, + 0.04298623278737068, + 0.03529149666428566, + 0.01575578935444355, + 0.028116291388869286, + 0.14834201335906982, + 0.19418327510356903, + 0.11174898594617844, + 0.17805692553520203 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.3148466646671295 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a Studio Ghibli-style hand-drawn animation aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive circular Fujian Tulou with ochre-colored red mud walls visible in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are shimmering rice terraces cascading down the hillside surrounding the Tulou?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do dozens of magical floating orbs of light drift above the rooftops in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a high-angle extreme-wide shot showing a calm river reflecting a sunset with pink, orange, and violet colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046609328128397465 + ], + "opposite_logprob_tokens": [ + -5.3796610832214355 + ], + "logprob_reward": -0.0046609328128397465, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046609328128397465, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07494216412305832, + 0.07895604521036148, + 0.04439564049243927, + 0.01590154692530632, + 0.037422437220811844, + 0.0432119183242321, + 0.16336952149868011, + 0.1841156929731369, + 0.12043832987546921, + 0.23724666237831116 + ], + "top_frames": [ + 9, + 7, + 6 + ], + "selected_reward": -0.0046609328128397465 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a Studio Ghibli-style hand-drawn animation aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive circular Fujian Tulou with ochre-colored red mud walls visible in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are shimmering rice terraces cascading down the hillside surrounding the Tulou?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do dozens of magical floating orbs of light drift above the rooftops in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a high-angle extreme-wide shot showing a calm river reflecting a sunset with pink, orange, and violet colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026351653039455414 + ], + "opposite_logprob_tokens": [ + -3.6513516902923584 + ], + "logprob_reward": -0.026351653039455414, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026351653039455414, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12275669723749161, + 0.2846128046512604, + 0.02457970194518566, + 0.025117579847574234, + 0.11058986186981201, + 0.08744324743747711, + 0.06956793367862701, + 0.08809669315814972, + 0.10486728698015213, + 0.08236826956272125 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.026351653039455414 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a Studio Ghibli-style hand-drawn animation aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive circular Fujian Tulou with ochre-colored red mud walls visible in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are shimmering rice terraces cascading down the hillside surrounding the Tulou?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do dozens of magical floating orbs of light drift above the rooftops in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a high-angle extreme-wide shot showing a calm river reflecting a sunset with pink, orange, and violet colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307185113430023 + ], + "opposite_logprob_tokens": [ + -3.168071746826172 + ], + "logprob_reward": -0.04307185113430023, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307185113430023, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11706013977527618, + 0.05059743672609329, + 0.06654881685972214, + 0.039211928844451904, + 0.05689617618918419, + 0.21095377206802368, + 0.06447058916091919, + 0.08336934447288513, + 0.2456982284784317, + 0.06519351899623871 + ], + "top_frames": [ + 8, + 5, + 0 + ], + "selected_reward": -0.04307185113430023 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a Studio Ghibli-style hand-drawn animation aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive circular Fujian Tulou with ochre-colored red mud walls visible in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are shimmering rice terraces cascading down the hillside surrounding the Tulou?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do dozens of magical floating orbs of light drift above the rooftops in the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a high-angle extreme-wide shot showing a calm river reflecting a sunset with pink, orange, and violet colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933473348617554 + ], + "opposite_logprob_tokens": [ + -0.6933473348617554 + ], + "logprob_reward": -0.6933473348617554, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933473348617554, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.23623913526535034, + 0.06862960755825043, + 0.05727740749716759, + 0.025145404040813446, + 0.03689700737595558, + 0.06152890622615814, + 0.08033866435289383, + 0.16754449903964996, + 0.17971904575824738, + 0.0866803228855133 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.6933473348617554 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_9/index_tensor([3967, 3967])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_9/index_tensor([3967, 3967])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c9eef727037c375055aa92d68a52c4e8500280d0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_9/index_tensor([3967, 3967])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "shot shot from an extremely low angle, rising from above, begins at the base of a massive ancient stone pillar. Its rough surface, covered in weathered cracks and mottled with moss, bears the weight of time. Suddenly, under the impact of an invisible, destructive force, the pillar's midsection instantly caves inward and explodes, a massive crack spreading upward with lightning speed. Immediately afterwards, countless rocks and debris of varying sizes erupt in all directions with explosive force, carving chaotic and powerful trails through the air. Simultaneously, a thick cloud of gray dust rises like a rolling wave, rapidly engulfing the surrounding space. Following this violent collapse, the camera begins a steady and powerful upward climb, vividly traversing this chaotic curtain of soaring dust and high-speed debris. Dim light filters through a hole in the temple's dome, creating a spectacular Tyndall effect in the swirling dust, making every suspended particle visible. The entire scene, shrouded in a chilling palette, exudes a dynamic aesthetic of destruction imbued with power and epic proportions.", + "seed": 20962, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_9/index_3967_seed_20962_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02272788961417973, + "vlm_logprob": -0.02272788961417973, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.02272788961417973, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive ancient stone pillar with rough, cracked, and moss-covered surfaces appear at the base of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pillar's midsection instantly cave inward and explode, causing a massive crack to spread upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless rocks and debris of varying sizes erupt in all directions while a thick cloud of gray dust rises like a rolling wave?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a steady and powerful upward climb through the chaotic dust and debris?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0227892454713583 + ], + "opposite_logprob_tokens": [ + -4.022789478302002 + ], + "logprob_reward": -0.0227892454713583, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.0227892454713583, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14926405251026154, + 0.1242770254611969, + 0.07630116492509842, + 0.056180018931627274, + 0.11727654933929443, + 0.06351349502801895, + 0.23522484302520752, + 0.03870847076177597, + 0.04547092691063881, + 0.09378346055746078 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.0227892454713583 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive ancient stone pillar with rough, cracked, and moss-covered surfaces appear at the base of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pillar's midsection instantly cave inward and explode, causing a massive crack to spread upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless rocks and debris of varying sizes erupt in all directions while a thick cloud of gray dust rises like a rolling wave?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a steady and powerful upward climb through the chaotic dust and debris?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016091829165816307 + ], + "opposite_logprob_tokens": [ + -4.141091823577881 + ], + "logprob_reward": -0.016091829165816307, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016091829165816307, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18147438764572144, + 0.2307860255241394, + 0.10283971577882767, + 0.08071207255125046, + 0.06682343780994415, + 0.08073434978723526, + 0.13819733262062073, + 0.0439441055059433, + 0.033629823476076126, + 0.040858738124370575 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.016091829165816307 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive ancient stone pillar with rough, cracked, and moss-covered surfaces appear at the base of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pillar's midsection instantly cave inward and explode, causing a massive crack to spread upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless rocks and debris of varying sizes erupt in all directions while a thick cloud of gray dust rises like a rolling wave?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a steady and powerful upward climb through the chaotic dust and debris?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865466430783272 + ], + "opposite_logprob_tokens": [ + -3.048654556274414 + ], + "logprob_reward": -0.04865466430783272, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865466430783272, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05155419185757637, + 0.11146662384271622, + 0.16560451686382294, + 0.0632927343249321, + 0.14045381546020508, + 0.17882362008094788, + 0.1382879912853241, + 0.037448108196258545, + 0.06721612066030502, + 0.04585224762558937 + ], + "top_frames": [ + 5, + 2, + 4 + ], + "selected_reward": -0.04865466430783272 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive ancient stone pillar with rough, cracked, and moss-covered surfaces appear at the base of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pillar's midsection instantly cave inward and explode, causing a massive crack to spread upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless rocks and debris of varying sizes erupt in all directions while a thick cloud of gray dust rises like a rolling wave?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a steady and powerful upward climb through the chaotic dust and debris?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028187802527099848 + ], + "opposite_logprob_tokens": [ + -5.877818584442139 + ], + "logprob_reward": -0.0028187802527099848, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028187802527099848, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07947055250406265, + 0.07609342038631439, + 0.06835413724184036, + 0.06006598845124245, + 0.13581685721874237, + 0.19346687197685242, + 0.12497416883707047, + 0.09093809127807617, + 0.10376127064228058, + 0.06705860048532486 + ], + "top_frames": [ + 5, + 4, + 6 + ], + "selected_reward": -0.0028187802527099848 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive ancient stone pillar with rough, cracked, and moss-covered surfaces appear at the base of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pillar's midsection instantly cave inward and explode, causing a massive crack to spread upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless rocks and debris of varying sizes erupt in all directions while a thick cloud of gray dust rises like a rolling wave?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a steady and powerful upward climb through the chaotic dust and debris?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023284928873181343 + ], + "opposite_logprob_tokens": [ + -3.773284912109375 + ], + "logprob_reward": -0.023284928873181343, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023284928873181343, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.057436633855104446, + 0.06899775564670563, + 0.06628929078578949, + 0.06227584555745125, + 0.10399282723665237, + 0.14671750366687775, + 0.31525465846061707, + 0.039488568902015686, + 0.06556036323308945, + 0.07398656010627747 + ], + "top_frames": [ + 6, + 5, + 4 + ], + "selected_reward": -0.023284928873181343 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot shot from an extremely low angle, rising from above, begins at the base of a massive ancient stone pillar. Its rough surface, covered in weathered cracks and mottled with moss, bears the weight of time. Suddenly, under the impact of an invisible, destructive force, the pillar's midsection instantly caves inward and explodes, a massive crack spreading upward with lightning speed. Immediately afterwards, countless rocks and debris of varying sizes erupt in all directions with explosive force, carving chaotic and powerful trails through the air. Simultaneously, a thick cloud of gray dust rises like a rolling wave, rapidly engulfing the surrounding space. Following this violent collapse, the camera begins a steady and powerful upward climb, vividly traversing this chaotic curtain of soaring dust and high-speed debris. Dim light filters through a hole in the temple's dome, creating a spectacular Tyndall effect in the swirling dust, making every suspended particle visible. The entire scene, shrouded in a chilling palette, exudes a dynamic aesthetic of destruction imbued with power and epic proportions.", + "seed": 20963, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_9/index_3967_seed_20963_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02666892474517226, + "vlm_logprob": -0.02666892474517226, + "vlm_yes_no_margin": 4.325, + "vlm_token_credit": -0.02666892474517226, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive ancient stone pillar with rough, cracked, and moss-covered surfaces appear at the base of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pillar's midsection instantly cave inward and explode, causing a massive crack to spread upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless rocks and debris of varying sizes erupt in all directions while a thick cloud of gray dust rises like a rolling wave?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a steady and powerful upward climb through the chaotic dust and debris?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008057470433413982 + ], + "opposite_logprob_tokens": [ + -5.258057594299316 + ], + "logprob_reward": -0.008057470433413982, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.008057470433413982, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14127779006958008, + 0.05416082590818405, + 0.2697175145149231, + 0.1452912539243698, + 0.07083851844072342, + 0.08591461926698685, + 0.045048944652080536, + 0.02635190822184086, + 0.11228485405445099, + 0.049113739281892776 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.008057470433413982 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive ancient stone pillar with rough, cracked, and moss-covered surfaces appear at the base of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pillar's midsection instantly cave inward and explode, causing a massive crack to spread upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless rocks and debris of varying sizes erupt in all directions while a thick cloud of gray dust rises like a rolling wave?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a steady and powerful upward climb through the chaotic dust and debris?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00979415699839592 + ], + "opposite_logprob_tokens": [ + -4.634794235229492 + ], + "logprob_reward": -0.00979415699839592, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00979415699839592, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1984635889530182, + 0.09928496927022934, + 0.12950880825519562, + 0.10271795839071274, + 0.09215112030506134, + 0.08453075587749481, + 0.05564454197883606, + 0.03001764975488186, + 0.11690060794353485, + 0.09078002721071243 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.00979415699839592 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive ancient stone pillar with rough, cracked, and moss-covered surfaces appear at the base of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pillar's midsection instantly cave inward and explode, causing a massive crack to spread upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless rocks and debris of varying sizes erupt in all directions while a thick cloud of gray dust rises like a rolling wave?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a steady and powerful upward climb through the chaotic dust and debris?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898063212633133 + ], + "opposite_logprob_tokens": [ + -2.5789806842803955 + ], + "logprob_reward": -0.07898063212633133, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898063212633133, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19808027148246765, + 0.04952415078878403, + 0.06405454128980637, + 0.1324303150177002, + 0.2665700912475586, + 0.058357760310173035, + 0.04885483905673027, + 0.05055651441216469, + 0.07577820122241974, + 0.05579328536987305 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.07898063212633133 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive ancient stone pillar with rough, cracked, and moss-covered surfaces appear at the base of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pillar's midsection instantly cave inward and explode, causing a massive crack to spread upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless rocks and debris of varying sizes erupt in all directions while a thick cloud of gray dust rises like a rolling wave?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a steady and powerful upward climb through the chaotic dust and debris?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002818067092448473 + ], + "opposite_logprob_tokens": [ + -5.8778181076049805 + ], + "logprob_reward": -0.002818067092448473, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002818067092448473, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14317107200622559, + 0.05956188589334488, + 0.042489614337682724, + 0.10280390083789825, + 0.12190686911344528, + 0.055979106575250626, + 0.05351424589753151, + 0.11152388155460358, + 0.18211233615875244, + 0.12693704664707184 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.002818067092448473 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive ancient stone pillar with rough, cracked, and moss-covered surfaces appear at the base of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pillar's midsection instantly cave inward and explode, causing a massive crack to spread upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless rocks and debris of varying sizes erupt in all directions while a thick cloud of gray dust rises like a rolling wave?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a steady and powerful upward climb through the chaotic dust and debris?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033694297075271606 + ], + "opposite_logprob_tokens": [ + -3.408694267272949 + ], + "logprob_reward": -0.033694297075271606, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033694297075271606, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15240472555160522, + 0.07604478299617767, + 0.06787222623825073, + 0.11521772295236588, + 0.09189584106206894, + 0.13978777825832367, + 0.04168834537267685, + 0.07063930481672287, + 0.19437266886234283, + 0.05007660761475563 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.033694297075271606 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot shot from an extremely low angle, rising from above, begins at the base of a massive ancient stone pillar. Its rough surface, covered in weathered cracks and mottled with moss, bears the weight of time. Suddenly, under the impact of an invisible, destructive force, the pillar's midsection instantly caves inward and explodes, a massive crack spreading upward with lightning speed. Immediately afterwards, countless rocks and debris of varying sizes erupt in all directions with explosive force, carving chaotic and powerful trails through the air. Simultaneously, a thick cloud of gray dust rises like a rolling wave, rapidly engulfing the surrounding space. Following this violent collapse, the camera begins a steady and powerful upward climb, vividly traversing this chaotic curtain of soaring dust and high-speed debris. Dim light filters through a hole in the temple's dome, creating a spectacular Tyndall effect in the swirling dust, making every suspended particle visible. The entire scene, shrouded in a chilling palette, exudes a dynamic aesthetic of destruction imbued with power and epic proportions.", + "seed": 20964, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_9/index_3967_seed_20964_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.01991058320272714, + "vlm_logprob": -0.01991058320272714, + "vlm_yes_no_margin": 4.45, + "vlm_token_credit": -0.01991058320272714, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive ancient stone pillar with rough, cracked, and moss-covered surfaces appear at the base of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pillar's midsection instantly cave inward and explode, causing a massive crack to spread upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless rocks and debris of varying sizes erupt in all directions while a thick cloud of gray dust rises like a rolling wave?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a steady and powerful upward climb through the chaotic dust and debris?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027329275384545326 + ], + "opposite_logprob_tokens": [ + -3.777329206466675 + ], + "logprob_reward": -0.027329275384545326, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.027329275384545326, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1427474319934845, + 0.7208805680274963, + 0.01320271473377943, + 0.010103831999003887, + 0.008634361438453197, + 0.017940858379006386, + 0.0340443029999733, + 0.006421624682843685, + 0.012494789436459541, + 0.03352956101298332 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.027329275384545326 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive ancient stone pillar with rough, cracked, and moss-covered surfaces appear at the base of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pillar's midsection instantly cave inward and explode, causing a massive crack to spread upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless rocks and debris of varying sizes erupt in all directions while a thick cloud of gray dust rises like a rolling wave?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a steady and powerful upward climb through the chaotic dust and debris?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009795809164643288 + ], + "opposite_logprob_tokens": [ + -4.634795665740967 + ], + "logprob_reward": -0.009795809164643288, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009795809164643288, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16420485079288483, + 0.6751738786697388, + 0.014692467637360096, + 0.01159394346177578, + 0.01269065123051405, + 0.0171690434217453, + 0.048141855746507645, + 0.020505718886852264, + 0.01482812687754631, + 0.020999504253268242 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.009795809164643288 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive ancient stone pillar with rough, cracked, and moss-covered surfaces appear at the base of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pillar's midsection instantly cave inward and explode, causing a massive crack to spread upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless rocks and debris of varying sizes erupt in all directions while a thick cloud of gray dust rises like a rolling wave?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a steady and powerful upward climb through the chaotic dust and debris?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810097277164459 + ], + "opposite_logprob_tokens": [ + -3.2881009578704834 + ], + "logprob_reward": -0.03810097277164459, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810097277164459, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.246695876121521, + 0.4429835081100464, + 0.03069496899843216, + 0.036625154316425323, + 0.03612504154443741, + 0.07586954534053802, + 0.034666307270526886, + 0.025987103581428528, + 0.02862682193517685, + 0.041725657880306244 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.03810097277164459 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive ancient stone pillar with rough, cracked, and moss-covered surfaces appear at the base of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pillar's midsection instantly cave inward and explode, causing a massive crack to spread upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless rocks and debris of varying sizes erupt in all directions while a thick cloud of gray dust rises like a rolling wave?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a steady and powerful upward climb through the chaotic dust and debris?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010413468116894364 + ], + "opposite_logprob_tokens": [ + -6.876041412353516 + ], + "logprob_reward": -0.0010413468116894364, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010413468116894364, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06518109142780304, + 0.4698314368724823, + 0.03540477529168129, + 0.1045168787240982, + 0.030917657539248466, + 0.047369807958602905, + 0.03683147579431534, + 0.06388577818870544, + 0.09754655510187149, + 0.04851452633738518 + ], + "top_frames": [ + 1, + 3, + 8 + ], + "selected_reward": -0.0010413468116894364 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive ancient stone pillar with rough, cracked, and moss-covered surfaces appear at the base of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pillar's midsection instantly cave inward and explode, causing a massive crack to spread upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless rocks and debris of varying sizes erupt in all directions while a thick cloud of gray dust rises like a rolling wave?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a steady and powerful upward climb through the chaotic dust and debris?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023285511881113052 + ], + "opposite_logprob_tokens": [ + -3.7732856273651123 + ], + "logprob_reward": -0.023285511881113052, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023285511881113052, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2711789011955261, + 0.30806154012680054, + 0.03682905435562134, + 0.03154272586107254, + 0.024294741451740265, + 0.04093853756785393, + 0.030492691323161125, + 0.041552234441041946, + 0.01674196869134903, + 0.19836759567260742 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.023285511881113052 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot shot from an extremely low angle, rising from above, begins at the base of a massive ancient stone pillar. Its rough surface, covered in weathered cracks and mottled with moss, bears the weight of time. Suddenly, under the impact of an invisible, destructive force, the pillar's midsection instantly caves inward and explodes, a massive crack spreading upward with lightning speed. Immediately afterwards, countless rocks and debris of varying sizes erupt in all directions with explosive force, carving chaotic and powerful trails through the air. Simultaneously, a thick cloud of gray dust rises like a rolling wave, rapidly engulfing the surrounding space. Following this violent collapse, the camera begins a steady and powerful upward climb, vividly traversing this chaotic curtain of soaring dust and high-speed debris. Dim light filters through a hole in the temple's dome, creating a spectacular Tyndall effect in the swirling dust, making every suspended particle visible. The entire scene, shrouded in a chilling palette, exudes a dynamic aesthetic of destruction imbued with power and epic proportions.", + "seed": 20965, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000198/group_9/index_3967_seed_20965_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03893102041911334, + "vlm_logprob": -0.03893102041911334, + "vlm_yes_no_margin": 4.375000023841858, + "vlm_token_credit": -0.03893102041911334, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive ancient stone pillar with rough, cracked, and moss-covered surfaces appear at the base of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pillar's midsection instantly cave inward and explode, causing a massive crack to spread upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless rocks and debris of varying sizes erupt in all directions while a thick cloud of gray dust rises like a rolling wave?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a steady and powerful upward climb through the chaotic dust and debris?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007184030022472143 + ], + "opposite_logprob_tokens": [ + -5.257184028625488 + ], + "logprob_reward": -0.007184030022472143, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.007184030022472143, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13157574832439423, + 0.28313928842544556, + 0.10222632437944412, + 0.07868719846010208, + 0.06954868882894516, + 0.09621533006429672, + 0.031110331416130066, + 0.0487959049642086, + 0.09785674512386322, + 0.06084442138671875 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.007184030022472143 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive ancient stone pillar with rough, cracked, and moss-covered surfaces appear at the base of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pillar's midsection instantly cave inward and explode, causing a massive crack to spread upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless rocks and debris of varying sizes erupt in all directions while a thick cloud of gray dust rises like a rolling wave?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a steady and powerful upward climb through the chaotic dust and debris?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00980312842875719 + ], + "opposite_logprob_tokens": [ + -4.634803295135498 + ], + "logprob_reward": -0.00980312842875719, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00980312842875719, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11602837592363358, + 0.11940934509038925, + 0.09151991456747055, + 0.09684398025274277, + 0.22476144134998322, + 0.06925885379314423, + 0.031120749190449715, + 0.05533246323466301, + 0.10722152143716812, + 0.08850332349538803 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.00980312842875719 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive ancient stone pillar with rough, cracked, and moss-covered surfaces appear at the base of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pillar's midsection instantly cave inward and explode, causing a massive crack to spread upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless rocks and debris of varying sizes erupt in all directions while a thick cloud of gray dust rises like a rolling wave?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a steady and powerful upward climb through the chaotic dust and debris?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14279569685459137 + ], + "opposite_logprob_tokens": [ + -2.0177958011627197 + ], + "logprob_reward": -0.14279569685459137, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14279569685459137, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13167645037174225, + 0.0484105609357357, + 0.05160163342952728, + 0.2643543779850006, + 0.14865174889564514, + 0.07603968679904938, + 0.09980212897062302, + 0.03397228941321373, + 0.06015689671039581, + 0.08533423393964767 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.14279569685459137 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive ancient stone pillar with rough, cracked, and moss-covered surfaces appear at the base of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pillar's midsection instantly cave inward and explode, causing a massive crack to spread upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless rocks and debris of varying sizes erupt in all directions while a thick cloud of gray dust rises like a rolling wave?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a steady and powerful upward climb through the chaotic dust and debris?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001178642618469894 + ], + "opposite_logprob_tokens": [ + -6.751178741455078 + ], + "logprob_reward": -0.001178642618469894, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.001178642618469894, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06700760126113892, + 0.03984927758574486, + 0.07045590132474899, + 0.1322745382785797, + 0.0443180650472641, + 0.07466865330934525, + 0.12511341273784637, + 0.0665215328335762, + 0.24756988883018494, + 0.13222117722034454 + ], + "top_frames": [ + 8, + 3, + 9 + ], + "selected_reward": -0.001178642618469894 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive ancient stone pillar with rough, cracked, and moss-covered surfaces appear at the base of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pillar's midsection instantly cave inward and explode, causing a massive crack to spread upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless rocks and debris of varying sizes erupt in all directions while a thick cloud of gray dust rises like a rolling wave?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a steady and powerful upward climb through the chaotic dust and debris?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369360417127609 + ], + "opposite_logprob_tokens": [ + -3.408693552017212 + ], + "logprob_reward": -0.03369360417127609, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369360417127609, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14956463873386383, + 0.054252952337265015, + 0.14483819901943207, + 0.10536254942417145, + 0.18728289008140564, + 0.11667481809854507, + 0.03172587230801582, + 0.05849098041653633, + 0.07660292088985443, + 0.07520416378974915 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.03369360417127609 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_0/index_tensor([3446, 3446])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_0/index_tensor([3446, 3446])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..019c0c78e6784703cb023f920430069f1166203d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_0/index_tensor([3446, 3446])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In an extreme close-up macro shot, the camera tilts downward at an incredibly slow speed, closely following a plump, crystalline teardrop clinging to the skin of a young woman's cheek. Illuminated by a soft, diffuse natural light from a window, the delicate hairs and pores of the skin are magnified to the utmost, revealing a clear and realistic texture. The teardrop itself acts like a tiny convex lens, refracting light, creating a bright, concentrated highlight on its surface while distorting the texture of the skin beneath. Driven by gravity and surface tension, it begins a slow, ponderous journey, not a smooth roll, but a steady, almost silent glint down the skin's invisible grooves, leaving behind a fleeting, wet, shimmering trail. The image is dominated by warm skin tones, with the background completely blurred into a soft, pastel hue, creating an atmosphere of profound tranquility and tension, conveying a silent and profound emotional release.", + "seed": 14871, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_0/index_3446_seed_14871_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.09597299918532372, + "vlm_logprob": -0.09597299918532372, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.09597299918532372, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view focusing on a teardrop on a woman's cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the teardrop exhibit visible skin details like hairs and pores magnified to a realistic texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the teardrop refract light to create a bright concentrated highlight and distort the skin texture beneath it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the teardrop move in a slow, steady, ponderous roll leaving a wet shimmering trail rather than a smooth roll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred into a soft pastel hue while the lighting is soft and diffuse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021240850910544395 + ], + "opposite_logprob_tokens": [ + -3.8962409496307373 + ], + "logprob_reward": -0.021240850910544395, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.021240850910544395, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10393400490283966, + 0.08701357990503311, + 0.04429364204406738, + 0.035647712647914886, + 0.055420245975255966, + 0.04791823774576187, + 0.03406202420592308, + 0.022981811314821243, + 0.5537236928939819, + 0.015005132183432579 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.021240850910544395 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view focusing on a teardrop on a woman's cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the teardrop exhibit visible skin details like hairs and pores magnified to a realistic texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the teardrop refract light to create a bright concentrated highlight and distort the skin texture beneath it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the teardrop move in a slow, steady, ponderous roll leaving a wet shimmering trail rather than a smooth roll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred into a soft pastel hue while the lighting is soft and diffuse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01610919088125229 + ], + "opposite_logprob_tokens": [ + -4.141108989715576 + ], + "logprob_reward": -0.01610919088125229, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01610919088125229, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10838337987661362, + 0.13768699765205383, + 0.11350589245557785, + 0.05736449360847473, + 0.14741355180740356, + 0.0475715696811676, + 0.10009438544511795, + 0.03396859019994736, + 0.23246431350708008, + 0.02154681086540222 + ], + "top_frames": [ + 8, + 4, + 1 + ], + "selected_reward": -0.01610919088125229 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view focusing on a teardrop on a woman's cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the teardrop exhibit visible skin details like hairs and pores magnified to a realistic texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the teardrop refract light to create a bright concentrated highlight and distort the skin texture beneath it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the teardrop move in a slow, steady, ponderous roll leaving a wet shimmering trail rather than a smooth roll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred into a soft pastel hue while the lighting is soft and diffuse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007642317563295364 + ], + "opposite_logprob_tokens": [ + -4.8826422691345215 + ], + "logprob_reward": -0.007642317563295364, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007642317563295364, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07940001785755157, + 0.3047117590904236, + 0.04528947174549103, + 0.06586917489767075, + 0.06744173914194107, + 0.04480408877134323, + 0.036305006593465805, + 0.05663447082042694, + 0.2804615795612335, + 0.01908268593251705 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.007642317563295364 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view focusing on a teardrop on a woman's cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the teardrop exhibit visible skin details like hairs and pores magnified to a realistic texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the teardrop refract light to create a bright concentrated highlight and distort the skin texture beneath it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the teardrop move in a slow, steady, ponderous roll leaving a wet shimmering trail rather than a smooth roll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred into a soft pastel hue while the lighting is soft and diffuse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4289199113845825 + ], + "opposite_logprob_tokens": [ + -1.0539199113845825 + ], + "logprob_reward": -0.4289199113845825, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4289199113845825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06185721233487129, + 0.059593565762043, + 0.037484295666217804, + 0.06043345853686333, + 0.077180415391922, + 0.05244245007634163, + 0.05200192332267761, + 0.10146311670541763, + 0.46206822991371155, + 0.03547530993819237 + ], + "top_frames": [ + 8, + 7, + 4 + ], + "selected_reward": -0.4289199113845825 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view focusing on a teardrop on a woman's cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the teardrop exhibit visible skin details like hairs and pores magnified to a realistic texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the teardrop refract light to create a bright concentrated highlight and distort the skin texture beneath it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the teardrop move in a slow, steady, ponderous roll leaving a wet shimmering trail rather than a smooth roll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred into a soft pastel hue while the lighting is soft and diffuse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005952725186944008 + ], + "opposite_logprob_tokens": [ + -5.130952835083008 + ], + "logprob_reward": -0.005952725186944008, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005952725186944008, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1274385154247284, + 0.10386687517166138, + 0.15090180933475494, + 0.09495878964662552, + 0.0817607045173645, + 0.10363747924566269, + 0.08870333433151245, + 0.041305359452962875, + 0.18047232925891876, + 0.026954764500260353 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.005952725186944008 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an extreme close-up macro shot, the camera tilts downward at an incredibly slow speed, closely following a plump, crystalline teardrop clinging to the skin of a young woman's cheek. Illuminated by a soft, diffuse natural light from a window, the delicate hairs and pores of the skin are magnified to the utmost, revealing a clear and realistic texture. The teardrop itself acts like a tiny convex lens, refracting light, creating a bright, concentrated highlight on its surface while distorting the texture of the skin beneath. Driven by gravity and surface tension, it begins a slow, ponderous journey, not a smooth roll, but a steady, almost silent glint down the skin's invisible grooves, leaving behind a fleeting, wet, shimmering trail. The image is dominated by warm skin tones, with the background completely blurred into a soft, pastel hue, creating an atmosphere of profound tranquility and tension, conveying a silent and profound emotional release.", + "seed": 14872, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_0/index_3446_seed_14872_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.16771898488514125, + "vlm_logprob": -0.16771898488514125, + "vlm_yes_no_margin": 3.0, + "vlm_token_credit": -0.16771898488514125, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view focusing on a teardrop on a woman's cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the teardrop exhibit visible skin details like hairs and pores magnified to a realistic texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the teardrop refract light to create a bright concentrated highlight and distort the skin texture beneath it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the teardrop move in a slow, steady, ponderous roll leaving a wet shimmering trail rather than a smooth roll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred into a soft pastel hue while the lighting is soft and diffuse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1810072511434555 + ], + "opposite_logprob_tokens": [ + -1.8060072660446167 + ], + "logprob_reward": -0.1810072511434555, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1810072511434555, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1181635633111, + 0.05228567123413086, + 0.05932196229696274, + 0.11249960958957672, + 0.08515626937150955, + 0.24079816043376923, + 0.03041844628751278, + 0.14403896033763885, + 0.061685677617788315, + 0.09563161432743073 + ], + "top_frames": [ + 5, + 7, + 0 + ], + "selected_reward": -0.1810072511434555 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view focusing on a teardrop on a woman's cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the teardrop exhibit visible skin details like hairs and pores magnified to a realistic texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the teardrop refract light to create a bright concentrated highlight and distort the skin texture beneath it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the teardrop move in a slow, steady, ponderous roll leaving a wet shimmering trail rather than a smooth roll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred into a soft pastel hue while the lighting is soft and diffuse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07012595981359482 + ], + "opposite_logprob_tokens": [ + -2.6951260566711426 + ], + "logprob_reward": -0.07012595981359482, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07012595981359482, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23117196559906006, + 0.0548865981400013, + 0.07870109379291534, + 0.14493179321289062, + 0.022887667641043663, + 0.06588279455900192, + 0.012914985418319702, + 0.0907008945941925, + 0.09170931577682495, + 0.2062128484249115 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.07012595981359482 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view focusing on a teardrop on a woman's cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the teardrop exhibit visible skin details like hairs and pores magnified to a realistic texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the teardrop refract light to create a bright concentrated highlight and distort the skin texture beneath it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the teardrop move in a slow, steady, ponderous roll leaving a wet shimmering trail rather than a smooth roll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred into a soft pastel hue while the lighting is soft and diffuse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00765438424423337 + ], + "opposite_logprob_tokens": [ + -4.882654190063477 + ], + "logprob_reward": -0.00765438424423337, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00765438424423337, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19645585119724274, + 0.12153509259223938, + 0.15646371245384216, + 0.17766015231609344, + 0.06445314735174179, + 0.09136854112148285, + 0.025473598390817642, + 0.06447120010852814, + 0.042676571756601334, + 0.059442173689603806 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.00765438424423337 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view focusing on a teardrop on a woman's cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the teardrop exhibit visible skin details like hairs and pores magnified to a realistic texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the teardrop refract light to create a bright concentrated highlight and distort the skin texture beneath it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the teardrop move in a slow, steady, ponderous roll leaving a wet shimmering trail rather than a smooth roll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred into a soft pastel hue while the lighting is soft and diffuse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761850476264954 + ], + "opposite_logprob_tokens": [ + -0.8261850476264954 + ], + "logprob_reward": -0.5761850476264954, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761850476264954, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22564835846424103, + 0.07512380927801132, + 0.09160707145929337, + 0.13472285866737366, + 0.03713798522949219, + 0.10755099356174469, + 0.15502622723579407, + 0.06160146743059158, + 0.03620133176445961, + 0.07537983357906342 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.5761850476264954 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view focusing on a teardrop on a woman's cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the teardrop exhibit visible skin details like hairs and pores magnified to a realistic texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the teardrop refract light to create a bright concentrated highlight and distort the skin texture beneath it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the teardrop move in a slow, steady, ponderous roll leaving a wet shimmering trail rather than a smooth roll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred into a soft pastel hue while the lighting is soft and diffuse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036222815979272127 + ], + "opposite_logprob_tokens": [ + -5.628622055053711 + ], + "logprob_reward": -0.0036222815979272127, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036222815979272127, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27796146273612976, + 0.08211936801671982, + 0.04437127709388733, + 0.12534776329994202, + 0.07192130386829376, + 0.07925514876842499, + 0.03473292663693428, + 0.0521559938788414, + 0.05828909948468208, + 0.17384569346904755 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.0036222815979272127 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an extreme close-up macro shot, the camera tilts downward at an incredibly slow speed, closely following a plump, crystalline teardrop clinging to the skin of a young woman's cheek. Illuminated by a soft, diffuse natural light from a window, the delicate hairs and pores of the skin are magnified to the utmost, revealing a clear and realistic texture. The teardrop itself acts like a tiny convex lens, refracting light, creating a bright, concentrated highlight on its surface while distorting the texture of the skin beneath. Driven by gravity and surface tension, it begins a slow, ponderous journey, not a smooth roll, but a steady, almost silent glint down the skin's invisible grooves, leaving behind a fleeting, wet, shimmering trail. The image is dominated by warm skin tones, with the background completely blurred into a soft, pastel hue, creating an atmosphere of profound tranquility and tension, conveying a silent and profound emotional release.", + "seed": 14873, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_0/index_3446_seed_14873_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.13911565258167685, + "vlm_logprob": -0.13911565258167685, + "vlm_yes_no_margin": 3.225, + "vlm_token_credit": -0.13911565258167685, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view focusing on a teardrop on a woman's cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the teardrop exhibit visible skin details like hairs and pores magnified to a realistic texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the teardrop refract light to create a bright concentrated highlight and distort the skin texture beneath it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the teardrop move in a slow, steady, ponderous roll leaving a wet shimmering trail rather than a smooth roll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred into a soft pastel hue while the lighting is soft and diffuse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07980426400899887 + ], + "opposite_logprob_tokens": [ + -2.5798041820526123 + ], + "logprob_reward": -0.07980426400899887, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07980426400899887, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12228947877883911, + 0.07080504298210144, + 0.0503760501742363, + 0.27213254570961, + 0.08611105382442474, + 0.11594951152801514, + 0.10880523175001144, + 0.053483422845602036, + 0.08420904725790024, + 0.03583858907222748 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.07980426400899887 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view focusing on a teardrop on a woman's cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the teardrop exhibit visible skin details like hairs and pores magnified to a realistic texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the teardrop refract light to create a bright concentrated highlight and distort the skin texture beneath it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the teardrop move in a slow, steady, ponderous roll leaving a wet shimmering trail rather than a smooth roll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred into a soft pastel hue while the lighting is soft and diffuse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1800142228603363 + ], + "opposite_logprob_tokens": [ + -1.8050142526626587 + ], + "logprob_reward": -0.1800142228603363, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1800142228603363, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.159652441740036, + 0.06195329874753952, + 0.09312274307012558, + 0.09321746975183487, + 0.0842837542295456, + 0.08601021021604538, + 0.20119833946228027, + 0.06197914481163025, + 0.10997863858938217, + 0.04860391840338707 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.1800142228603363 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view focusing on a teardrop on a woman's cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the teardrop exhibit visible skin details like hairs and pores magnified to a realistic texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the teardrop refract light to create a bright concentrated highlight and distort the skin texture beneath it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the teardrop move in a slow, steady, ponderous roll leaving a wet shimmering trail rather than a smooth roll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred into a soft pastel hue while the lighting is soft and diffuse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036309524439275265 + ], + "opposite_logprob_tokens": [ + -5.628631114959717 + ], + "logprob_reward": -0.0036309524439275265, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036309524439275265, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09309700131416321, + 0.047652069479227066, + 0.2102174460887909, + 0.10184534639120102, + 0.11844532191753387, + 0.09864060580730438, + 0.09858608990907669, + 0.061078328639268875, + 0.11403147131204605, + 0.056406304240226746 + ], + "top_frames": [ + 2, + 4, + 8 + ], + "selected_reward": -0.0036309524439275265 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view focusing on a teardrop on a woman's cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the teardrop exhibit visible skin details like hairs and pores magnified to a realistic texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the teardrop refract light to create a bright concentrated highlight and distort the skin texture beneath it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the teardrop move in a slow, steady, ponderous roll leaving a wet shimmering trail rather than a smooth roll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred into a soft pastel hue while the lighting is soft and diffuse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42893078923225403 + ], + "opposite_logprob_tokens": [ + -1.0539307594299316 + ], + "logprob_reward": -0.42893078923225403, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.42893078923225403, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07426227629184723, + 0.037441663444042206, + 0.08061270415782928, + 0.07215508818626404, + 0.12510699033737183, + 0.08426369726657867, + 0.12931671738624573, + 0.10345538705587387, + 0.21865029633045197, + 0.07473517209291458 + ], + "top_frames": [ + 8, + 6, + 4 + ], + "selected_reward": -0.42893078923225403 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view focusing on a teardrop on a woman's cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the teardrop exhibit visible skin details like hairs and pores magnified to a realistic texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the teardrop refract light to create a bright concentrated highlight and distort the skin texture beneath it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the teardrop move in a slow, steady, ponderous roll leaving a wet shimmering trail rather than a smooth roll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred into a soft pastel hue while the lighting is soft and diffuse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031980343628674746 + ], + "opposite_logprob_tokens": [ + -5.753198146820068 + ], + "logprob_reward": -0.0031980343628674746, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031980343628674746, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09176319092512131, + 0.08561265468597412, + 0.07619749754667282, + 0.22737103700637817, + 0.09215478599071503, + 0.023838087916374207, + 0.2248007357120514, + 0.04616754129528999, + 0.05673433840274811, + 0.07536014169454575 + ], + "top_frames": [ + 3, + 6, + 4 + ], + "selected_reward": -0.0031980343628674746 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an extreme close-up macro shot, the camera tilts downward at an incredibly slow speed, closely following a plump, crystalline teardrop clinging to the skin of a young woman's cheek. Illuminated by a soft, diffuse natural light from a window, the delicate hairs and pores of the skin are magnified to the utmost, revealing a clear and realistic texture. The teardrop itself acts like a tiny convex lens, refracting light, creating a bright, concentrated highlight on its surface while distorting the texture of the skin beneath. Driven by gravity and surface tension, it begins a slow, ponderous journey, not a smooth roll, but a steady, almost silent glint down the skin's invisible grooves, leaving behind a fleeting, wet, shimmering trail. The image is dominated by warm skin tones, with the background completely blurred into a soft, pastel hue, creating an atmosphere of profound tranquility and tension, conveying a silent and profound emotional release.", + "seed": 14874, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_0/index_3446_seed_14874_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.11299856237601488, + "vlm_logprob": -0.11299856237601488, + "vlm_yes_no_margin": 3.6749999940395357, + "vlm_token_credit": -0.11299856237601488, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view focusing on a teardrop on a woman's cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the teardrop exhibit visible skin details like hairs and pores magnified to a realistic texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the teardrop refract light to create a bright concentrated highlight and distort the skin texture beneath it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the teardrop move in a slow, steady, ponderous roll leaving a wet shimmering trail rather than a smooth roll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred into a soft pastel hue while the lighting is soft and diffuse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04928692802786827 + ], + "opposite_logprob_tokens": [ + -3.0492868423461914 + ], + "logprob_reward": -0.04928692802786827, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04928692802786827, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07202809303998947, + 0.027459437027573586, + 0.06854201853275299, + 0.06686772406101227, + 0.20156361162662506, + 0.06285303086042404, + 0.054139140993356705, + 0.306332528591156, + 0.06909742951393127, + 0.07111702114343643 + ], + "top_frames": [ + 7, + 4, + 0 + ], + "selected_reward": -0.04928692802786827 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view focusing on a teardrop on a woman's cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the teardrop exhibit visible skin details like hairs and pores magnified to a realistic texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the teardrop refract light to create a bright concentrated highlight and distort the skin texture beneath it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the teardrop move in a slow, steady, ponderous roll leaving a wet shimmering trail rather than a smooth roll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred into a soft pastel hue while the lighting is soft and diffuse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0337512344121933 + ], + "opposite_logprob_tokens": [ + -3.4087512493133545 + ], + "logprob_reward": -0.0337512344121933, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0337512344121933, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19586777687072754, + 0.141626238822937, + 0.11286450922489166, + 0.18473610281944275, + 0.059595223516225815, + 0.04035552218556404, + 0.038691774010658264, + 0.12540645897388458, + 0.05048969015479088, + 0.05036672204732895 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.0337512344121933 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view focusing on a teardrop on a woman's cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the teardrop exhibit visible skin details like hairs and pores magnified to a realistic texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the teardrop refract light to create a bright concentrated highlight and distort the skin texture beneath it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the teardrop move in a slow, steady, ponderous roll leaving a wet shimmering trail rather than a smooth roll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred into a soft pastel hue while the lighting is soft and diffuse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005959954112768173 + ], + "opposite_logprob_tokens": [ + -5.130959987640381 + ], + "logprob_reward": -0.005959954112768173, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005959954112768173, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18074330687522888, + 0.05656769499182701, + 0.059908848255872726, + 0.08012109994888306, + 0.1936226636171341, + 0.06181879714131355, + 0.07431609183549881, + 0.12153477966785431, + 0.09529663622379303, + 0.07607010751962662 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.005959954112768173 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view focusing on a teardrop on a woman's cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the teardrop exhibit visible skin details like hairs and pores magnified to a realistic texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the teardrop refract light to create a bright concentrated highlight and distort the skin texture beneath it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the teardrop move in a slow, steady, ponderous roll leaving a wet shimmering trail rather than a smooth roll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred into a soft pastel hue while the lighting is soft and diffuse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47427991032600403 + ], + "opposite_logprob_tokens": [ + -0.9742798805236816 + ], + "logprob_reward": -0.47427991032600403, + "yes_no_margin_reward": 0.4999999701976776, + "token_credit_reward": -0.47427991032600403, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15181541442871094, + 0.08881417661905289, + 0.07233380526304245, + 0.07718280702829361, + 0.16773414611816406, + 0.04628588631749153, + 0.16805239021778107, + 0.12027348577976227, + 0.044578518718481064, + 0.06292939931154251 + ], + "top_frames": [ + 6, + 4, + 0 + ], + "selected_reward": -0.47427991032600403 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view focusing on a teardrop on a woman's cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the teardrop exhibit visible skin details like hairs and pores magnified to a realistic texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the teardrop refract light to create a bright concentrated highlight and distort the skin texture beneath it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the teardrop move in a slow, steady, ponderous roll leaving a wet shimmering trail rather than a smooth roll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred into a soft pastel hue while the lighting is soft and diffuse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017147850012406707 + ], + "opposite_logprob_tokens": [ + -6.376714706420898 + ], + "logprob_reward": -0.0017147850012406707, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017147850012406707, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16903485357761383, + 0.09396190941333771, + 0.09958875924348831, + 0.08410290628671646, + 0.13871891796588898, + 0.047029636800289154, + 0.08946019411087036, + 0.18989025056362152, + 0.0543132983148098, + 0.03389923274517059 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.0017147850012406707 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_1/index_tensor([5412, 5412])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_1/index_tensor([5412, 5412])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..5106f589f3b2836bb076658ba860a7be4376af6f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_1/index_tensor([5412, 5412])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "stunning close-up tracking shot, filmed from a slightly elevated angle, closely follows the skull of a giant dragon as it soars across the vast sky. Its body is covered in countless iridescent deep blue scales, each one like a finely crafted gem, gleaming with a metallic sheen in the golden afternoon sun, flickering with the slightest movement of its head. Its eyes are the color of molten gold, its vertical pupils narrowed to a sharp, thin line. Its gaze reveals an ancient, all-seeing wisdom, sharp and majestic, as if surveying its kingdom. Two massive obsidian horns, their surfaces carved with ancient, weathered lines, gracefully curve back from its brow. With each steady, powerful breath, two wisps of delicate smoke curl from its slightly flared nostrils. A rapidly passing sea of fluffy clouds, rimmed in gold by the sun, frames the distant mountains, blurring into a blur below, emphasizing their awe-inspiring height. The entire scene is filled with a sense of epic grandeur, and the movements are smooth and powerful, creating a breathtaking atmosphere of tranquility and awe that comes from close encounters with mythical creatures.", + "seed": 5475, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_1/index_5412_seed_5475_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.060141675919294355, + "vlm_logprob": -0.060141675919294355, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.060141675919294355, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up tracking shot of a giant dragon's skull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dragon's body covered in iridescent deep blue scales with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the dragon's eyes molten gold with vertical pupils narrowed to a sharp thin line?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do two massive obsidian horns with carved weathered lines curve back from the dragon's brow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera filmed from a slightly elevated angle while the dragon soars across the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02433164045214653 + ], + "opposite_logprob_tokens": [ + -3.774331569671631 + ], + "logprob_reward": -0.02433164045214653, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02433164045214653, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17575174570083618, + 0.11250027269124985, + 0.18785083293914795, + 0.11083559691905975, + 0.0597444623708725, + 0.09735851734876633, + 0.05145183205604553, + 0.057274289429187775, + 0.05383700132369995, + 0.0933954268693924 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.02433164045214653 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up tracking shot of a giant dragon's skull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dragon's body covered in iridescent deep blue scales with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the dragon's eyes molten gold with vertical pupils narrowed to a sharp thin line?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do two massive obsidian horns with carved weathered lines curve back from the dragon's brow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera filmed from a slightly elevated angle while the dragon soars across the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890892967581749 + ], + "opposite_logprob_tokens": [ + -2.4640893936157227 + ], + "logprob_reward": -0.0890892967581749, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890892967581749, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11718179285526276, + 0.21029917895793915, + 0.2734764814376831, + 0.06020702049136162, + 0.036441341042518616, + 0.031149767339229584, + 0.0684170201420784, + 0.12158417701721191, + 0.025940530002117157, + 0.055302694439888 + ], + "top_frames": [ + 2, + 1, + 7 + ], + "selected_reward": -0.0890892967581749 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up tracking shot of a giant dragon's skull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dragon's body covered in iridescent deep blue scales with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the dragon's eyes molten gold with vertical pupils narrowed to a sharp thin line?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do two massive obsidian horns with carved weathered lines curve back from the dragon's brow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera filmed from a slightly elevated angle while the dragon soars across the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12708574533462524 + ], + "opposite_logprob_tokens": [ + -2.1270856857299805 + ], + "logprob_reward": -0.12708574533462524, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12708574533462524, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18411710858345032, + 0.0817338302731514, + 0.12689444422721863, + 0.06858478486537933, + 0.03898313641548157, + 0.12527614831924438, + 0.04695907607674599, + 0.15602222084999084, + 0.0983193963766098, + 0.07310979813337326 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.12708574533462524 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up tracking shot of a giant dragon's skull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dragon's body covered in iridescent deep blue scales with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the dragon's eyes molten gold with vertical pupils narrowed to a sharp thin line?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do two massive obsidian horns with carved weathered lines curve back from the dragon's brow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera filmed from a slightly elevated angle while the dragon soars across the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052522532641887665 + ], + "opposite_logprob_tokens": [ + -5.255252361297607 + ], + "logprob_reward": -0.0052522532641887665, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052522532641887665, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13270938396453857, + 0.055198848247528076, + 0.04431769624352455, + 0.04615830257534981, + 0.172983318567276, + 0.3132518231868744, + 0.06218090280890465, + 0.051659729331731796, + 0.023427501320838928, + 0.09811247140169144 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.0052522532641887665 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up tracking shot of a giant dragon's skull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dragon's body covered in iridescent deep blue scales with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the dragon's eyes molten gold with vertical pupils narrowed to a sharp thin line?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do two massive obsidian horns with carved weathered lines curve back from the dragon's brow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera filmed from a slightly elevated angle while the dragon soars across the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05494944378733635 + ], + "opposite_logprob_tokens": [ + -2.9299495220184326 + ], + "logprob_reward": -0.05494944378733635, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05494944378733635, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1385740339756012, + 0.26830804347991943, + 0.0956791341304779, + 0.16181392967700958, + 0.073244608938694, + 0.041415322571992874, + 0.08160455524921417, + 0.035605236887931824, + 0.03474154695868492, + 0.06901365518569946 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.05494944378733635 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up tracking shot, filmed from a slightly elevated angle, closely follows the skull of a giant dragon as it soars across the vast sky. Its body is covered in countless iridescent deep blue scales, each one like a finely crafted gem, gleaming with a metallic sheen in the golden afternoon sun, flickering with the slightest movement of its head. Its eyes are the color of molten gold, its vertical pupils narrowed to a sharp, thin line. Its gaze reveals an ancient, all-seeing wisdom, sharp and majestic, as if surveying its kingdom. Two massive obsidian horns, their surfaces carved with ancient, weathered lines, gracefully curve back from its brow. With each steady, powerful breath, two wisps of delicate smoke curl from its slightly flared nostrils. A rapidly passing sea of fluffy clouds, rimmed in gold by the sun, frames the distant mountains, blurring into a blur below, emphasizing their awe-inspiring height. The entire scene is filled with a sense of epic grandeur, and the movements are smooth and powerful, creating a breathtaking atmosphere of tranquility and awe that comes from close encounters with mythical creatures.", + "seed": 5476, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_1/index_5412_seed_5476_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04870406873524189, + "vlm_logprob": -0.04870406873524189, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.04870406873524189, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up tracking shot of a giant dragon's skull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dragon's body covered in iridescent deep blue scales with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the dragon's eyes molten gold with vertical pupils narrowed to a sharp thin line?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do two massive obsidian horns with carved weathered lines curve back from the dragon's brow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera filmed from a slightly elevated angle while the dragon soars across the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09028375893831253 + ], + "opposite_logprob_tokens": [ + -2.4652838706970215 + ], + "logprob_reward": -0.09028375893831253, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09028375893831253, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16123341023921967, + 0.18615101277828217, + 0.09051012247800827, + 0.12979423999786377, + 0.16038376092910767, + 0.04446578770875931, + 0.1206037774682045, + 0.032190583646297455, + 0.02141866646707058, + 0.05324869230389595 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.09028375893831253 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up tracking shot of a giant dragon's skull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dragon's body covered in iridescent deep blue scales with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the dragon's eyes molten gold with vertical pupils narrowed to a sharp thin line?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do two massive obsidian horns with carved weathered lines curve back from the dragon's brow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera filmed from a slightly elevated angle while the dragon soars across the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026370925828814507 + ], + "opposite_logprob_tokens": [ + -3.6513710021972656 + ], + "logprob_reward": -0.026370925828814507, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026370925828814507, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3096909821033478, + 0.05888029932975769, + 0.10066856443881989, + 0.05669466778635979, + 0.05082722753286362, + 0.030718786641955376, + 0.13560797274112701, + 0.20264096558094025, + 0.01796097122132778, + 0.03630949184298515 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.026370925828814507 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up tracking shot of a giant dragon's skull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dragon's body covered in iridescent deep blue scales with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the dragon's eyes molten gold with vertical pupils narrowed to a sharp thin line?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do two massive obsidian horns with carved weathered lines curve back from the dragon's brow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera filmed from a slightly elevated angle while the dragon soars across the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899858802556992 + ], + "opposite_logprob_tokens": [ + -2.578998565673828 + ], + "logprob_reward": -0.07899858802556992, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899858802556992, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21161793172359467, + 0.215343177318573, + 0.08253695070743561, + 0.08315353095531464, + 0.08363720029592514, + 0.04941351339221001, + 0.07236061245203018, + 0.10139252990484238, + 0.03053540736436844, + 0.07000916451215744 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.07899858802556992 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up tracking shot of a giant dragon's skull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dragon's body covered in iridescent deep blue scales with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the dragon's eyes molten gold with vertical pupils narrowed to a sharp thin line?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do two massive obsidian horns with carved weathered lines curve back from the dragon's brow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera filmed from a slightly elevated angle while the dragon soars across the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009779755026102066 + ], + "opposite_logprob_tokens": [ + -4.634779930114746 + ], + "logprob_reward": -0.009779755026102066, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009779755026102066, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21197296679019928, + 0.09666954725980759, + 0.08316171169281006, + 0.09053272008895874, + 0.1897844523191452, + 0.04813452064990997, + 0.03795963153243065, + 0.11644144356250763, + 0.04373472183942795, + 0.08160830289125443 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.009779755026102066 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up tracking shot of a giant dragon's skull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dragon's body covered in iridescent deep blue scales with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the dragon's eyes molten gold with vertical pupils narrowed to a sharp thin line?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do two massive obsidian horns with carved weathered lines curve back from the dragon's brow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera filmed from a slightly elevated angle while the dragon soars across the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03808731585741043 + ], + "opposite_logprob_tokens": [ + -3.2880873680114746 + ], + "logprob_reward": -0.03808731585741043, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03808731585741043, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20074693858623505, + 0.09320307523012161, + 0.061621297150850296, + 0.07543546706438065, + 0.11018990725278854, + 0.11538612097501755, + 0.09833217412233353, + 0.07249296456575394, + 0.1034836620092392, + 0.06910844892263412 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.03808731585741043 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up tracking shot, filmed from a slightly elevated angle, closely follows the skull of a giant dragon as it soars across the vast sky. Its body is covered in countless iridescent deep blue scales, each one like a finely crafted gem, gleaming with a metallic sheen in the golden afternoon sun, flickering with the slightest movement of its head. Its eyes are the color of molten gold, its vertical pupils narrowed to a sharp, thin line. Its gaze reveals an ancient, all-seeing wisdom, sharp and majestic, as if surveying its kingdom. Two massive obsidian horns, their surfaces carved with ancient, weathered lines, gracefully curve back from its brow. With each steady, powerful breath, two wisps of delicate smoke curl from its slightly flared nostrils. A rapidly passing sea of fluffy clouds, rimmed in gold by the sun, frames the distant mountains, blurring into a blur below, emphasizing their awe-inspiring height. The entire scene is filled with a sense of epic grandeur, and the movements are smooth and powerful, creating a breathtaking atmosphere of tranquility and awe that comes from close encounters with mythical creatures.", + "seed": 5477, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_1/index_5412_seed_5477_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04494718238711357, + "vlm_logprob": -0.04494718238711357, + "vlm_yes_no_margin": 3.325, + "vlm_token_credit": -0.04494718238711357, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up tracking shot of a giant dragon's skull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dragon's body covered in iridescent deep blue scales with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the dragon's eyes molten gold with vertical pupils narrowed to a sharp thin line?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do two massive obsidian horns with carved weathered lines curve back from the dragon's brow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera filmed from a slightly elevated angle while the dragon soars across the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03486153855919838 + ], + "opposite_logprob_tokens": [ + -3.4098615646362305 + ], + "logprob_reward": -0.03486153855919838, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03486153855919838, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16863895952701569, + 0.07594379037618637, + 0.07733116298913956, + 0.13531626760959625, + 0.11988264322280884, + 0.16577376425266266, + 0.11720745265483856, + 0.02593192644417286, + 0.06475421041250229, + 0.04921985790133476 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.03486153855919838 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up tracking shot of a giant dragon's skull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dragon's body covered in iridescent deep blue scales with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the dragon's eyes molten gold with vertical pupils narrowed to a sharp thin line?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do two massive obsidian horns with carved weathered lines curve back from the dragon's brow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera filmed from a slightly elevated angle while the dragon soars across the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029828520491719246 + ], + "opposite_logprob_tokens": [ + -3.5298285484313965 + ], + "logprob_reward": -0.029828520491719246, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029828520491719246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07230958342552185, + 0.07851779460906982, + 0.037819281220436096, + 0.03768056258559227, + 0.07375732809305191, + 0.12299793213605881, + 0.12026453763246536, + 0.07877972722053528, + 0.1715434342622757, + 0.20632979273796082 + ], + "top_frames": [ + 9, + 8, + 5 + ], + "selected_reward": -0.029828520491719246 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up tracking shot of a giant dragon's skull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dragon's body covered in iridescent deep blue scales with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the dragon's eyes molten gold with vertical pupils narrowed to a sharp thin line?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do two massive obsidian horns with carved weathered lines curve back from the dragon's brow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera filmed from a slightly elevated angle while the dragon soars across the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1003289744257927 + ], + "opposite_logprob_tokens": [ + -2.3503289222717285 + ], + "logprob_reward": -0.1003289744257927, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1003289744257927, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17868471145629883, + 0.04011863097548485, + 0.030101651325821877, + 0.051833536475896835, + 0.28626978397369385, + 0.13761664927005768, + 0.07368939369916916, + 0.07565788924694061, + 0.06859090179204941, + 0.05743684247136116 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.1003289744257927 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up tracking shot of a giant dragon's skull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dragon's body covered in iridescent deep blue scales with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the dragon's eyes molten gold with vertical pupils narrowed to a sharp thin line?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do two massive obsidian horns with carved weathered lines curve back from the dragon's brow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera filmed from a slightly elevated angle while the dragon soars across the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011073680594563484 + ], + "opposite_logprob_tokens": [ + -4.511073589324951 + ], + "logprob_reward": -0.011073680594563484, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011073680594563484, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2269890010356903, + 0.08149456977844238, + 0.03415548428893089, + 0.021338455379009247, + 0.3022851347923279, + 0.07823597639799118, + 0.07630190998315811, + 0.03030836209654808, + 0.11613097786903381, + 0.03276005759835243 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.011073680594563484 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up tracking shot of a giant dragon's skull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dragon's body covered in iridescent deep blue scales with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the dragon's eyes molten gold with vertical pupils narrowed to a sharp thin line?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do two massive obsidian horns with carved weathered lines curve back from the dragon's brow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera filmed from a slightly elevated angle while the dragon soars across the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864319786429405 + ], + "opposite_logprob_tokens": [ + -3.048643112182617 + ], + "logprob_reward": -0.04864319786429405, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864319786429405, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16881904006004333, + 0.09905947744846344, + 0.055039651691913605, + 0.035157497972249985, + 0.17891326546669006, + 0.2072753757238388, + 0.04562896117568016, + 0.04613789916038513, + 0.10845007747411728, + 0.05551871284842491 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.04864319786429405 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up tracking shot, filmed from a slightly elevated angle, closely follows the skull of a giant dragon as it soars across the vast sky. Its body is covered in countless iridescent deep blue scales, each one like a finely crafted gem, gleaming with a metallic sheen in the golden afternoon sun, flickering with the slightest movement of its head. Its eyes are the color of molten gold, its vertical pupils narrowed to a sharp, thin line. Its gaze reveals an ancient, all-seeing wisdom, sharp and majestic, as if surveying its kingdom. Two massive obsidian horns, their surfaces carved with ancient, weathered lines, gracefully curve back from its brow. With each steady, powerful breath, two wisps of delicate smoke curl from its slightly flared nostrils. A rapidly passing sea of fluffy clouds, rimmed in gold by the sun, frames the distant mountains, blurring into a blur below, emphasizing their awe-inspiring height. The entire scene is filled with a sense of epic grandeur, and the movements are smooth and powerful, creating a breathtaking atmosphere of tranquility and awe that comes from close encounters with mythical creatures.", + "seed": 5478, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_1/index_5412_seed_5478_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.042776141129434106, + "vlm_logprob": -0.042776141129434106, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.042776141129434106, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up tracking shot of a giant dragon's skull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dragon's body covered in iridescent deep blue scales with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the dragon's eyes molten gold with vertical pupils narrowed to a sharp thin line?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do two massive obsidian horns with carved weathered lines curve back from the dragon's brow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera filmed from a slightly elevated angle while the dragon soars across the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07089239358901978 + ], + "opposite_logprob_tokens": [ + -2.695892333984375 + ], + "logprob_reward": -0.07089239358901978, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07089239358901978, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.44599664211273193, + 0.037077341228723526, + 0.08473730832338333, + 0.0759151428937912, + 0.07032569497823715, + 0.027536645531654358, + 0.041970547288656235, + 0.09456440061330795, + 0.08238107711076736, + 0.03949521481990814 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.07089239358901978 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up tracking shot of a giant dragon's skull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dragon's body covered in iridescent deep blue scales with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the dragon's eyes molten gold with vertical pupils narrowed to a sharp thin line?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do two massive obsidian horns with carved weathered lines curve back from the dragon's brow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera filmed from a slightly elevated angle while the dragon soars across the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014213869348168373 + ], + "opposite_logprob_tokens": [ + -4.264214038848877 + ], + "logprob_reward": -0.014213869348168373, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014213869348168373, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14580462872982025, + 0.02831677533686161, + 0.041396982967853546, + 0.05366973578929901, + 0.4668240547180176, + 0.025221750140190125, + 0.03477613627910614, + 0.05185481533408165, + 0.08803040534257889, + 0.06410471349954605 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.014213869348168373 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up tracking shot of a giant dragon's skull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dragon's body covered in iridescent deep blue scales with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the dragon's eyes molten gold with vertical pupils narrowed to a sharp thin line?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do two massive obsidian horns with carved weathered lines curve back from the dragon's brow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera filmed from a slightly elevated angle while the dragon soars across the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899010181427002 + ], + "opposite_logprob_tokens": [ + -2.5789899826049805 + ], + "logprob_reward": -0.07899010181427002, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899010181427002, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28941577672958374, + 0.06169990077614784, + 0.07637035846710205, + 0.021286485716700554, + 0.15629063546657562, + 0.08502791821956635, + 0.0778898149728775, + 0.05338739976286888, + 0.07048559188842773, + 0.10814611613750458 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.07899010181427002 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up tracking shot of a giant dragon's skull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dragon's body covered in iridescent deep blue scales with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the dragon's eyes molten gold with vertical pupils narrowed to a sharp thin line?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do two massive obsidian horns with carved weathered lines curve back from the dragon's brow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera filmed from a slightly elevated angle while the dragon soars across the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006734413094818592 + ], + "opposite_logprob_tokens": [ + -5.006734371185303 + ], + "logprob_reward": -0.006734413094818592, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006734413094818592, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14205749332904816, + 0.051231998950242996, + 0.100972019135952, + 0.0461367592215538, + 0.22962522506713867, + 0.024071503430604935, + 0.15288814902305603, + 0.046998631209135056, + 0.10250566154718399, + 0.10351249575614929 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.006734413094818592 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up tracking shot of a giant dragon's skull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dragon's body covered in iridescent deep blue scales with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the dragon's eyes molten gold with vertical pupils narrowed to a sharp thin line?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do two massive obsidian horns with carved weathered lines curve back from the dragon's brow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera filmed from a slightly elevated angle while the dragon soars across the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043049927800893784 + ], + "opposite_logprob_tokens": [ + -3.1680498123168945 + ], + "logprob_reward": -0.043049927800893784, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043049927800893784, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18643903732299805, + 0.02679700218141079, + 0.042467210441827774, + 0.047421086579561234, + 0.26057979464530945, + 0.07037694752216339, + 0.0964244082570076, + 0.054378531873226166, + 0.12606117129325867, + 0.08905492722988129 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.043049927800893784 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_10/index_tensor([548, 548])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_10/index_tensor([548, 548])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..5c8182a399535fdaa39db4041823bf83dcfc4f4b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_10/index_tensor([548, 548])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, medium-length shot slowly zooms out, capturing a scene rendered in the expressive style of ink painting: a magnificent bronze statue of an ancient warrior slowly engulfed by cooling lava. The lava has encased its lower half in a thick black crust, which continually cracks, revealing a vibrant, fiery orange ember glow from within. This intense internal light casts deep, dramatic shadows that dance and flicker across the statue's stoic, chiseled face and ornate helmet, highlighting its calm, unwavering expression in the face of destruction. The entire composition adheres to the principles of ink painting; the background is an atmospheric void, suggesting a desolate landscape, while bold, calligraphic ink strokes define the plumes of steam that rise and curl around the figure. The stark, monochromatic palette of black and gray is dramatically interrupted by the incandescent lava, creating an emotionally resonant atmosphere of both tragic grandeur and beautiful, inevitable decay.", + "seed": 11897, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_10/index_548_seed_11897_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.12626077337190508, + "vlm_logprob": -0.12626077337190508, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.12626077337190508, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video an expressive ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a bronze statue of an ancient warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lower half of the statue encased in a thick black crust of cooling lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a low-angle medium-length shot that slowly zooms out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are bold, calligraphic ink strokes visible defining the plumes of steam rising around the figure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007227820809930563 + ], + "opposite_logprob_tokens": [ + -5.007227897644043 + ], + "logprob_reward": -0.007227820809930563, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.007227820809930563, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06393611431121826, + 0.08219181001186371, + 0.04838419333100319, + 0.10101219266653061, + 0.04130716249346733, + 0.03493468090891838, + 0.04518605023622513, + 0.4289858043193817, + 0.029865669086575508, + 0.12419631332159042 + ], + "top_frames": [ + 7, + 9, + 3 + ], + "selected_reward": -0.007227820809930563 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video an expressive ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a bronze statue of an ancient warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lower half of the statue encased in a thick black crust of cooling lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a low-angle medium-length shot that slowly zooms out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are bold, calligraphic ink strokes visible defining the plumes of steam rising around the figure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486080467700958 + ], + "opposite_logprob_tokens": [ + -1.2236080169677734 + ], + "logprob_reward": -0.3486080467700958, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3486080467700958, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09240032732486725, + 0.0960744172334671, + 0.0627298429608345, + 0.05125363543629646, + 0.07118457555770874, + 0.039502937346696854, + 0.09694310277700424, + 0.2989482879638672, + 0.03703012689948082, + 0.15393269062042236 + ], + "top_frames": [ + 7, + 9, + 6 + ], + "selected_reward": -0.3486080467700958 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video an expressive ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a bronze statue of an ancient warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lower half of the statue encased in a thick black crust of cooling lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a low-angle medium-length shot that slowly zooms out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are bold, calligraphic ink strokes visible defining the plumes of steam rising around the figure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058347500860691 + ], + "opposite_logprob_tokens": [ + -3.895583391189575 + ], + "logprob_reward": -0.02058347500860691, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058347500860691, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08887563645839691, + 0.06066814064979553, + 0.06236165761947632, + 0.09094486385583878, + 0.05989914387464523, + 0.02662164531648159, + 0.10485166311264038, + 0.3007633090019226, + 0.06346738338470459, + 0.14154654741287231 + ], + "top_frames": [ + 7, + 9, + 6 + ], + "selected_reward": -0.02058347500860691 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video an expressive ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a bronze statue of an ancient warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lower half of the statue encased in a thick black crust of cooling lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a low-angle medium-length shot that slowly zooms out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are bold, calligraphic ink strokes visible defining the plumes of steam rising around the figure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2520643174648285 + ], + "opposite_logprob_tokens": [ + -1.5020643472671509 + ], + "logprob_reward": -0.2520643174648285, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2520643174648285, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09511638432741165, + 0.15598154067993164, + 0.05269892141222954, + 0.10617686808109283, + 0.024081680923700333, + 0.03079303354024887, + 0.11253570020198822, + 0.11764080077409744, + 0.02746708132326603, + 0.2775079905986786 + ], + "top_frames": [ + 9, + 1, + 7 + ], + "selected_reward": -0.2520643174648285 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video an expressive ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a bronze statue of an ancient warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lower half of the statue encased in a thick black crust of cooling lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a low-angle medium-length shot that slowly zooms out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are bold, calligraphic ink strokes visible defining the plumes of steam rising around the figure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002820206806063652 + ], + "opposite_logprob_tokens": [ + -5.877820014953613 + ], + "logprob_reward": -0.002820206806063652, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002820206806063652, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05181194841861725, + 0.3775818943977356, + 0.09550364315509796, + 0.10824157297611237, + 0.03512950986623764, + 0.024385105818510056, + 0.06379608064889908, + 0.17638565599918365, + 0.02045799419283867, + 0.04670656472444534 + ], + "top_frames": [ + 1, + 7, + 3 + ], + "selected_reward": -0.002820206806063652 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, medium-length shot slowly zooms out, capturing a scene rendered in the expressive style of ink painting: a magnificent bronze statue of an ancient warrior slowly engulfed by cooling lava. The lava has encased its lower half in a thick black crust, which continually cracks, revealing a vibrant, fiery orange ember glow from within. This intense internal light casts deep, dramatic shadows that dance and flicker across the statue's stoic, chiseled face and ornate helmet, highlighting its calm, unwavering expression in the face of destruction. The entire composition adheres to the principles of ink painting; the background is an atmospheric void, suggesting a desolate landscape, while bold, calligraphic ink strokes define the plumes of steam that rise and curl around the figure. The stark, monochromatic palette of black and gray is dramatically interrupted by the incandescent lava, creating an emotionally resonant atmosphere of both tragic grandeur and beautiful, inevitable decay.", + "seed": 11898, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_10/index_548_seed_11898_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.2696933997794986, + "vlm_logprob": -0.2696933997794986, + "vlm_yes_no_margin": 2.8, + "vlm_token_credit": -0.2696933997794986, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video an expressive ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a bronze statue of an ancient warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lower half of the statue encased in a thick black crust of cooling lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a low-angle medium-length shot that slowly zooms out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are bold, calligraphic ink strokes visible defining the plumes of steam rising around the figure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009447391144931316 + ], + "opposite_logprob_tokens": [ + -4.7594475746154785 + ], + "logprob_reward": -0.009447391144931316, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.009447391144931316, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25413572788238525, + 0.25140926241874695, + 0.07079823315143585, + 0.07984700798988342, + 0.030263513326644897, + 0.058176446706056595, + 0.12492787092924118, + 0.05174056068062782, + 0.025923795998096466, + 0.052777573466300964 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.009447391144931316 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video an expressive ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a bronze statue of an ancient warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lower half of the statue encased in a thick black crust of cooling lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a low-angle medium-length shot that slowly zooms out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are bold, calligraphic ink strokes visible defining the plumes of steam rising around the figure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25208786129951477 + ], + "opposite_logprob_tokens": [ + -1.5020878314971924 + ], + "logprob_reward": -0.25208786129951477, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25208786129951477, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20523135364055634, + 0.06374780833721161, + 0.08538106083869934, + 0.047993890941143036, + 0.06516625732183456, + 0.05882994458079338, + 0.04265967756509781, + 0.10595015436410904, + 0.06856732815504074, + 0.2564724385738373 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.25208786129951477 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video an expressive ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a bronze statue of an ancient warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lower half of the statue encased in a thick black crust of cooling lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a low-angle medium-length shot that slowly zooms out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are bold, calligraphic ink strokes visible defining the plumes of steam rising around the figure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634921483695507 + ], + "opposite_logprob_tokens": [ + -3.6513493061065674 + ], + "logprob_reward": -0.02634921483695507, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634921483695507, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19338442385196686, + 0.1382240504026413, + 0.10497244447469711, + 0.030225098133087158, + 0.05945778265595436, + 0.1394687294960022, + 0.0919976532459259, + 0.06409556418657303, + 0.09316892921924591, + 0.08500538021326065 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.02634921483695507 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video an expressive ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a bronze statue of an ancient warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lower half of the statue encased in a thick black crust of cooling lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a low-angle medium-length shot that slowly zooms out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are bold, calligraphic ink strokes visible defining the plumes of steam rising around the figure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0538438558578491 + ], + "opposite_logprob_tokens": [ + -0.42884382605552673 + ], + "logprob_reward": -1.0538438558578491, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.0538438558578491, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.12242205440998077, + 0.09324680268764496, + 0.1410243660211563, + 0.12446293234825134, + 0.10425464808940887, + 0.09201762825250626, + 0.10253501683473587, + 0.11186326295137405, + 0.03233903646469116, + 0.07583417743444443 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -1.0538438558578491 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video an expressive ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a bronze statue of an ancient warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lower half of the statue encased in a thick black crust of cooling lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a low-angle medium-length shot that slowly zooms out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are bold, calligraphic ink strokes visible defining the plumes of steam rising around the figure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006738675758242607 + ], + "opposite_logprob_tokens": [ + -5.006738662719727 + ], + "logprob_reward": -0.006738675758242607, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006738675758242607, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2055830955505371, + 0.17488281428813934, + 0.05330745503306389, + 0.12067908048629761, + 0.05528227612376213, + 0.04568030312657356, + 0.13280035555362701, + 0.08977894484996796, + 0.07819966971874237, + 0.043806031346321106 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.006738675758242607 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "low-angle, medium-length shot slowly zooms out, capturing a scene rendered in the expressive style of ink painting: a magnificent bronze statue of an ancient warrior slowly engulfed by cooling lava. The lava has encased its lower half in a thick black crust, which continually cracks, revealing a vibrant, fiery orange ember glow from within. This intense internal light casts deep, dramatic shadows that dance and flicker across the statue's stoic, chiseled face and ornate helmet, highlighting its calm, unwavering expression in the face of destruction. The entire composition adheres to the principles of ink painting; the background is an atmospheric void, suggesting a desolate landscape, while bold, calligraphic ink strokes define the plumes of steam that rise and curl around the figure. The stark, monochromatic palette of black and gray is dramatically interrupted by the incandescent lava, creating an emotionally resonant atmosphere of both tragic grandeur and beautiful, inevitable decay.", + "seed": 11899, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_10/index_548_seed_11899_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0791216223500669, + "vlm_logprob": -0.0791216223500669, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.0791216223500669, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video an expressive ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a bronze statue of an ancient warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lower half of the statue encased in a thick black crust of cooling lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a low-angle medium-length shot that slowly zooms out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are bold, calligraphic ink strokes visible defining the plumes of steam rising around the figure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015700653195381165 + ], + "opposite_logprob_tokens": [ + -4.265700817108154 + ], + "logprob_reward": -0.015700653195381165, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.015700653195381165, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11289095878601074, + 0.05405966565012932, + 0.028399363160133362, + 0.07787340879440308, + 0.05053005367517471, + 0.0861312747001648, + 0.12406202405691147, + 0.21492207050323486, + 0.14621444046497345, + 0.10491681098937988 + ], + "top_frames": [ + 7, + 8, + 6 + ], + "selected_reward": -0.015700653195381165 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video an expressive ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a bronze statue of an ancient warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lower half of the statue encased in a thick black crust of cooling lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a low-angle medium-length shot that slowly zooms out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are bold, calligraphic ink strokes visible defining the plumes of steam rising around the figure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17987899482250214 + ], + "opposite_logprob_tokens": [ + -1.8048789501190186 + ], + "logprob_reward": -0.17987899482250214, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17987899482250214, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09050091356039047, + 0.05981235206127167, + 0.026139821857213974, + 0.06472165137529373, + 0.0994773730635643, + 0.12660935521125793, + 0.18964461982250214, + 0.10881337523460388, + 0.13911709189414978, + 0.09516343474388123 + ], + "top_frames": [ + 6, + 8, + 5 + ], + "selected_reward": -0.17987899482250214 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video an expressive ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a bronze statue of an ancient warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lower half of the statue encased in a thick black crust of cooling lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a low-angle medium-length shot that slowly zooms out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are bold, calligraphic ink strokes visible defining the plumes of steam rising around the figure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607775315642357 + ], + "opposite_logprob_tokens": [ + -4.141077518463135 + ], + "logprob_reward": -0.01607775315642357, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607775315642357, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03472317382693291, + 0.028031885623931885, + 0.03308156877756119, + 0.036565180867910385, + 0.06413798034191132, + 0.14389477670192719, + 0.0752665251493454, + 0.22119270265102386, + 0.258956640958786, + 0.10414957255125046 + ], + "top_frames": [ + 8, + 7, + 5 + ], + "selected_reward": -0.01607775315642357 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video an expressive ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a bronze statue of an ancient warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lower half of the statue encased in a thick black crust of cooling lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a low-angle medium-length shot that slowly zooms out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are bold, calligraphic ink strokes visible defining the plumes of steam rising around the figure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17985449731349945 + ], + "opposite_logprob_tokens": [ + -1.8048545122146606 + ], + "logprob_reward": -0.17985449731349945, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17985449731349945, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04694683104753494, + 0.024576421827077866, + 0.015010122209787369, + 0.015833767130970955, + 0.03709430247545242, + 0.062093585729599, + 0.047748297452926636, + 0.1535060554742813, + 0.46307069063186646, + 0.1341198831796646 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.17985449731349945 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video an expressive ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a bronze statue of an ancient warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lower half of the statue encased in a thick black crust of cooling lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a low-angle medium-length shot that slowly zooms out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are bold, calligraphic ink strokes visible defining the plumes of steam rising around the figure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004096213262528181 + ], + "opposite_logprob_tokens": [ + -5.504096031188965 + ], + "logprob_reward": -0.004096213262528181, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004096213262528181, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07622094452381134, + 0.03744102641940117, + 0.037808507680892944, + 0.03478194773197174, + 0.0569051057100296, + 0.0782349482178688, + 0.07431294769048691, + 0.037028320133686066, + 0.39739134907722473, + 0.16987492144107819 + ], + "top_frames": [ + 8, + 9, + 5 + ], + "selected_reward": -0.004096213262528181 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, medium-length shot slowly zooms out, capturing a scene rendered in the expressive style of ink painting: a magnificent bronze statue of an ancient warrior slowly engulfed by cooling lava. The lava has encased its lower half in a thick black crust, which continually cracks, revealing a vibrant, fiery orange ember glow from within. This intense internal light casts deep, dramatic shadows that dance and flicker across the statue's stoic, chiseled face and ornate helmet, highlighting its calm, unwavering expression in the face of destruction. The entire composition adheres to the principles of ink painting; the background is an atmospheric void, suggesting a desolate landscape, while bold, calligraphic ink strokes define the plumes of steam that rise and curl around the figure. The stark, monochromatic palette of black and gray is dramatically interrupted by the incandescent lava, creating an emotionally resonant atmosphere of both tragic grandeur and beautiful, inevitable decay.", + "seed": 11900, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_10/index_548_seed_11900_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04339830987155437, + "vlm_logprob": -0.04339830987155437, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.04339830987155437, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video an expressive ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a bronze statue of an ancient warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lower half of the statue encased in a thick black crust of cooling lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a low-angle medium-length shot that slowly zooms out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are bold, calligraphic ink strokes visible defining the plumes of steam rising around the figure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006064229179173708 + ], + "opposite_logprob_tokens": [ + -5.256064414978027 + ], + "logprob_reward": -0.006064229179173708, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.006064229179173708, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08422540873289108, + 0.03256197273731232, + 0.027042420580983162, + 0.07037381827831268, + 0.2368922233581543, + 0.22016414999961853, + 0.06946156173944473, + 0.10853659361600876, + 0.08320058137178421, + 0.06754125654697418 + ], + "top_frames": [ + 4, + 5, + 7 + ], + "selected_reward": -0.006064229179173708 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video an expressive ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a bronze statue of an ancient warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lower half of the statue encased in a thick black crust of cooling lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a low-angle medium-length shot that slowly zooms out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are bold, calligraphic ink strokes visible defining the plumes of steam rising around the figure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04867113009095192 + ], + "opposite_logprob_tokens": [ + -3.048671245574951 + ], + "logprob_reward": -0.04867113009095192, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04867113009095192, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15284289419651031, + 0.041033145040273666, + 0.06427158415317535, + 0.10806107521057129, + 0.31475722789764404, + 0.07923828810453415, + 0.07450956851243973, + 0.05340029299259186, + 0.07317681610584259, + 0.03870914876461029 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.04867113009095192 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video an expressive ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a bronze statue of an ancient warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lower half of the statue encased in a thick black crust of cooling lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a low-angle medium-length shot that slowly zooms out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are bold, calligraphic ink strokes visible defining the plumes of steam rising around the figure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033706169575452805 + ], + "opposite_logprob_tokens": [ + -3.4087061882019043 + ], + "logprob_reward": -0.033706169575452805, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033706169575452805, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.049038276076316833, + 0.09076889604330063, + 0.03732560575008392, + 0.04077231138944626, + 0.3817141652107239, + 0.08892563730478287, + 0.06862784177064896, + 0.11952689290046692, + 0.09358913451433182, + 0.029711170122027397 + ], + "top_frames": [ + 4, + 7, + 8 + ], + "selected_reward": -0.033706169575452805 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video an expressive ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a bronze statue of an ancient warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lower half of the statue encased in a thick black crust of cooling lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a low-angle medium-length shot that slowly zooms out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are bold, calligraphic ink strokes visible defining the plumes of steam rising around the figure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.127033993601799 + ], + "opposite_logprob_tokens": [ + -2.1270339488983154 + ], + "logprob_reward": -0.127033993601799, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.127033993601799, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08135035634040833, + 0.025094280019402504, + 0.0492849126458168, + 0.04497697576880455, + 0.34823092818260193, + 0.2014452964067459, + 0.091645248234272, + 0.04623446241021156, + 0.08489581942558289, + 0.026841705664992332 + ], + "top_frames": [ + 4, + 5, + 6 + ], + "selected_reward": -0.127033993601799 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style of the video an expressive ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a bronze statue of an ancient warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lower half of the statue encased in a thick black crust of cooling lava?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a low-angle medium-length shot that slowly zooms out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are bold, calligraphic ink strokes visible defining the plumes of steam rising around the figure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015160269103944302 + ], + "opposite_logprob_tokens": [ + -6.501515865325928 + ], + "logprob_reward": -0.0015160269103944302, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015160269103944302, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13201171159744263, + 0.034446317702531815, + 0.07521729171276093, + 0.04291018843650818, + 0.26069337129592896, + 0.2011483609676361, + 0.04275041073560715, + 0.10262210667133331, + 0.053863123059272766, + 0.054337117820978165 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.0015160269103944302 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_11/index_tensor([7640, 7640])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_11/index_tensor([7640, 7640])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..db0b13fa3f863ebed7f990927a5087d3d4ed8001 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_11/index_tensor([7640, 7640])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "stunning close-up shot with a SnorriCam camera holds the lens firmly fixed on a young Asian female athlete, her face held uncomfortably steady within the frame. She wears a form-fitting, high-tech synthetic sportswear in a patchwork of dark gray and dark purple, its surface covered in intricate geometric patterns and faintly glowing circuitry. Her short, sweat-soaked black hair clings to her forehead and temples. She stands in a vast, empty concrete training ground, a distant backdrop of rusted and scratched metal walls. Under a gloomy, leaden sky, a few flickering, cold floodlights provide the only light. With both hands, she clutches a translucent, angular bottle filled with a viscous liquid that glows an eerie green. She jerks her head back and roughly thrusts the bottle's mouth into her mouth, swallowing rapidly and rapidly. Strands of the fluorescent liquid spill from the corners of her mouth, trickling down her chin and leaving bright marks on her dark sportswear. As she swallows violently and her body trembles, the entire world behind her—the desolate training ground—shakes and tilts violently and erratically in the camera, creating a dizzying feeling. The fluorescent liquid becomes the primary light source, tinting the lower half of her face and neck with a sickly green hue. This contrasts sharply with the cold white floodlight from above, casting sharp shadows across her tense features, contorted with pain and concentration. The entire image is imbued with a Neon Genesis Evangelion-like apocalyptic tension, a mechanical coldness, and a sense of desperate and tragic grandeur.", + "seed": 30331, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_11/index_7640_seed_30331_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.049465315556153654, + "vlm_logprob": -0.049465315556153654, + "vlm_yes_no_margin": 3.824999952316284, + "vlm_token_credit": -0.049465315556153654, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Asian female athlete wearing form-fitting dark gray and dark purple sportswear with geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast empty concrete training ground with rusted metal walls under a gloomy sky with flickering floodlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character hold a translucent angular bottle containing a viscous liquid that glows an eerie green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character thrust the bottle into her mouth and swallow rapidly while fluorescent liquid spills down her chin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake and tilt violently and erratically while the green liquid tints the lower half of the character's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09008103609085083 + ], + "opposite_logprob_tokens": [ + -2.465080976486206 + ], + "logprob_reward": -0.09008103609085083, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09008103609085083, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13503405451774597, + 0.08995255082845688, + 0.03938513621687889, + 0.05935189127922058, + 0.07265182584524155, + 0.220033198595047, + 0.23370061814785004, + 0.04347288981080055, + 0.055944036692380905, + 0.05047379434108734 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.09008103609085083 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Asian female athlete wearing form-fitting dark gray and dark purple sportswear with geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast empty concrete training ground with rusted metal walls under a gloomy sky with flickering floodlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character hold a translucent angular bottle containing a viscous liquid that glows an eerie green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character thrust the bottle into her mouth and swallow rapidly while fluorescent liquid spills down her chin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake and tilt violently and erratically while the green liquid tints the lower half of the character's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12707261741161346 + ], + "opposite_logprob_tokens": [ + -2.12707257270813 + ], + "logprob_reward": -0.12707261741161346, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12707261741161346, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07649648189544678, + 0.05877426639199257, + 0.022920945659279823, + 0.1275765597820282, + 0.06295030564069748, + 0.28169846534729004, + 0.17767013609409332, + 0.06538238376379013, + 0.0570848323404789, + 0.06944555789232254 + ], + "top_frames": [ + 5, + 6, + 3 + ], + "selected_reward": -0.12707261741161346 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Asian female athlete wearing form-fitting dark gray and dark purple sportswear with geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast empty concrete training ground with rusted metal walls under a gloomy sky with flickering floodlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character hold a translucent angular bottle containing a viscous liquid that glows an eerie green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character thrust the bottle into her mouth and swallow rapidly while fluorescent liquid spills down her chin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake and tilt violently and erratically while the green liquid tints the lower half of the character's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022021110635250807 + ], + "opposite_logprob_tokens": [ + -6.127202033996582 + ], + "logprob_reward": -0.0022021110635250807, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022021110635250807, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12767647206783295, + 0.11405210942029953, + 0.11373649537563324, + 0.06714644283056259, + 0.07120288163423538, + 0.1333352029323578, + 0.09653326123952866, + 0.07388151437044144, + 0.10446155816316605, + 0.09797404706478119 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.0022021110635250807 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Asian female athlete wearing form-fitting dark gray and dark purple sportswear with geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast empty concrete training ground with rusted metal walls under a gloomy sky with flickering floodlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character hold a translucent angular bottle containing a viscous liquid that glows an eerie green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character thrust the bottle into her mouth and swallow rapidly while fluorescent liquid spills down her chin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake and tilt violently and erratically while the green liquid tints the lower half of the character's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009780699387192726 + ], + "opposite_logprob_tokens": [ + -4.6347808837890625 + ], + "logprob_reward": -0.009780699387192726, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009780699387192726, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12120260298252106, + 0.08058685809373856, + 0.10706476122140884, + 0.0785822719335556, + 0.06449504941701889, + 0.16015969216823578, + 0.11281230300664902, + 0.08074236661195755, + 0.13196370005607605, + 0.062390364706516266 + ], + "top_frames": [ + 5, + 8, + 0 + ], + "selected_reward": -0.009780699387192726 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Asian female athlete wearing form-fitting dark gray and dark purple sportswear with geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast empty concrete training ground with rusted metal walls under a gloomy sky with flickering floodlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character hold a translucent angular bottle containing a viscous liquid that glows an eerie green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character thrust the bottle into her mouth and swallow rapidly while fluorescent liquid spills down her chin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake and tilt violently and erratically while the green liquid tints the lower half of the character's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018190113827586174 + ], + "opposite_logprob_tokens": [ + -4.018189907073975 + ], + "logprob_reward": -0.018190113827586174, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018190113827586174, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16122497618198395, + 0.04437239468097687, + 0.0731458067893982, + 0.09501457959413528, + 0.09402742981910706, + 0.16888439655303955, + 0.11197218298912048, + 0.04387514293193817, + 0.061305027455091476, + 0.14617805182933807 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.018190113827586174 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up shot with a SnorriCam camera holds the lens firmly fixed on a young Asian female athlete, her face held uncomfortably steady within the frame. She wears a form-fitting, high-tech synthetic sportswear in a patchwork of dark gray and dark purple, its surface covered in intricate geometric patterns and faintly glowing circuitry. Her short, sweat-soaked black hair clings to her forehead and temples. She stands in a vast, empty concrete training ground, a distant backdrop of rusted and scratched metal walls. Under a gloomy, leaden sky, a few flickering, cold floodlights provide the only light. With both hands, she clutches a translucent, angular bottle filled with a viscous liquid that glows an eerie green. She jerks her head back and roughly thrusts the bottle's mouth into her mouth, swallowing rapidly and rapidly. Strands of the fluorescent liquid spill from the corners of her mouth, trickling down her chin and leaving bright marks on her dark sportswear. As she swallows violently and her body trembles, the entire world behind her—the desolate training ground—shakes and tilts violently and erratically in the camera, creating a dizzying feeling. The fluorescent liquid becomes the primary light source, tinting the lower half of her face and neck with a sickly green hue. This contrasts sharply with the cold white floodlight from above, casting sharp shadows across her tense features, contorted with pain and concentration. The entire image is imbued with a Neon Genesis Evangelion-like apocalyptic tension, a mechanical coldness, and a sense of desperate and tragic grandeur.", + "seed": 30332, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_11/index_7640_seed_30332_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.039892100542783734, + "vlm_logprob": -0.039892100542783734, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.039892100542783734, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Asian female athlete wearing form-fitting dark gray and dark purple sportswear with geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast empty concrete training ground with rusted metal walls under a gloomy sky with flickering floodlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character hold a translucent angular bottle containing a viscous liquid that glows an eerie green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character thrust the bottle into her mouth and swallow rapidly while fluorescent liquid spills down her chin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake and tilt violently and erratically while the green liquid tints the lower half of the character's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06355595588684082 + ], + "opposite_logprob_tokens": [ + -2.813555955886841 + ], + "logprob_reward": -0.06355595588684082, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06355595588684082, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3789592981338501, + 0.05152779072523117, + 0.035506412386894226, + 0.05005411431193352, + 0.1558203250169754, + 0.043250132352113724, + 0.08744339644908905, + 0.0570656917989254, + 0.08898776024580002, + 0.051385000348091125 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.06355595588684082 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Asian female athlete wearing form-fitting dark gray and dark purple sportswear with geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast empty concrete training ground with rusted metal walls under a gloomy sky with flickering floodlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character hold a translucent angular bottle containing a viscous liquid that glows an eerie green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character thrust the bottle into her mouth and swallow rapidly while fluorescent liquid spills down her chin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake and tilt violently and erratically while the green liquid tints the lower half of the character's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08906017988920212 + ], + "opposite_logprob_tokens": [ + -2.464060068130493 + ], + "logprob_reward": -0.08906017988920212, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08906017988920212, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5559009909629822, + 0.06546980887651443, + 0.05310671776533127, + 0.015911344438791275, + 0.034907251596450806, + 0.017390025779604912, + 0.030856629833579063, + 0.038686104118824005, + 0.16582468152046204, + 0.021946484223008156 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.08906017988920212 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Asian female athlete wearing form-fitting dark gray and dark purple sportswear with geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast empty concrete training ground with rusted metal walls under a gloomy sky with flickering floodlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character hold a translucent angular bottle containing a viscous liquid that glows an eerie green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character thrust the bottle into her mouth and swallow rapidly while fluorescent liquid spills down her chin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake and tilt violently and erratically while the green liquid tints the lower half of the character's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005959124304354191 + ], + "opposite_logprob_tokens": [ + -5.1309590339660645 + ], + "logprob_reward": -0.005959124304354191, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005959124304354191, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15761111676692963, + 0.12427396327257156, + 0.23676936328411102, + 0.1228141188621521, + 0.056158360093832016, + 0.08352529257535934, + 0.05360160395503044, + 0.03792855888605118, + 0.06821779906749725, + 0.05909985303878784 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.005959124304354191 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Asian female athlete wearing form-fitting dark gray and dark purple sportswear with geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast empty concrete training ground with rusted metal walls under a gloomy sky with flickering floodlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character hold a translucent angular bottle containing a viscous liquid that glows an eerie green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character thrust the bottle into her mouth and swallow rapidly while fluorescent liquid spills down her chin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake and tilt violently and erratically while the green liquid tints the lower half of the character's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107639167457819 + ], + "opposite_logprob_tokens": [ + -4.5110764503479 + ], + "logprob_reward": -0.01107639167457819, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107639167457819, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13307154178619385, + 0.08890413492918015, + 0.13068827986717224, + 0.11954811960458755, + 0.12179528921842575, + 0.10363790392875671, + 0.06464703381061554, + 0.06594043225049973, + 0.07786908000707626, + 0.09389812499284744 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.01107639167457819 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Asian female athlete wearing form-fitting dark gray and dark purple sportswear with geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast empty concrete training ground with rusted metal walls under a gloomy sky with flickering floodlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character hold a translucent angular bottle containing a viscous liquid that glows an eerie green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character thrust the bottle into her mouth and swallow rapidly while fluorescent liquid spills down her chin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake and tilt violently and erratically while the green liquid tints the lower half of the character's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029808850958943367 + ], + "opposite_logprob_tokens": [ + -3.529808759689331 + ], + "logprob_reward": -0.029808850958943367, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029808850958943367, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22288848459720612, + 0.06510674953460693, + 0.12234655767679214, + 0.08312851935625076, + 0.09933605045080185, + 0.11656133830547333, + 0.04589434713125229, + 0.09333113580942154, + 0.10522496700286865, + 0.04618189483880997 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.029808850958943367 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up shot with a SnorriCam camera holds the lens firmly fixed on a young Asian female athlete, her face held uncomfortably steady within the frame. She wears a form-fitting, high-tech synthetic sportswear in a patchwork of dark gray and dark purple, its surface covered in intricate geometric patterns and faintly glowing circuitry. Her short, sweat-soaked black hair clings to her forehead and temples. She stands in a vast, empty concrete training ground, a distant backdrop of rusted and scratched metal walls. Under a gloomy, leaden sky, a few flickering, cold floodlights provide the only light. With both hands, she clutches a translucent, angular bottle filled with a viscous liquid that glows an eerie green. She jerks her head back and roughly thrusts the bottle's mouth into her mouth, swallowing rapidly and rapidly. Strands of the fluorescent liquid spill from the corners of her mouth, trickling down her chin and leaving bright marks on her dark sportswear. As she swallows violently and her body trembles, the entire world behind her—the desolate training ground—shakes and tilts violently and erratically in the camera, creating a dizzying feeling. The fluorescent liquid becomes the primary light source, tinting the lower half of her face and neck with a sickly green hue. This contrasts sharply with the cold white floodlight from above, casting sharp shadows across her tense features, contorted with pain and concentration. The entire image is imbued with a Neon Genesis Evangelion-like apocalyptic tension, a mechanical coldness, and a sense of desperate and tragic grandeur.", + "seed": 30333, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_11/index_7640_seed_30333_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07374821505509317, + "vlm_logprob": -0.07374821505509317, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.07374821505509317, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Asian female athlete wearing form-fitting dark gray and dark purple sportswear with geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast empty concrete training ground with rusted metal walls under a gloomy sky with flickering floodlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character hold a translucent angular bottle containing a viscous liquid that glows an eerie green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character thrust the bottle into her mouth and swallow rapidly while fluorescent liquid spills down her chin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake and tilt violently and erratically while the green liquid tints the lower half of the character's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08963711559772491 + ], + "opposite_logprob_tokens": [ + -2.464637041091919 + ], + "logprob_reward": -0.08963711559772491, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08963711559772491, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17647410929203033, + 0.12521812319755554, + 0.05572720617055893, + 0.04917909577488899, + 0.046606726944446564, + 0.03537473455071449, + 0.025829743593931198, + 0.3200998902320862, + 0.022823821753263474, + 0.14266659319400787 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.08963711559772491 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Asian female athlete wearing form-fitting dark gray and dark purple sportswear with geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast empty concrete training ground with rusted metal walls under a gloomy sky with flickering floodlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character hold a translucent angular bottle containing a viscous liquid that glows an eerie green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character thrust the bottle into her mouth and swallow rapidly while fluorescent liquid spills down her chin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake and tilt violently and erratically while the green liquid tints the lower half of the character's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25213325023651123 + ], + "opposite_logprob_tokens": [ + -1.5021332502365112 + ], + "logprob_reward": -0.25213325023651123, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25213325023651123, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0551479309797287, + 0.09630756080150604, + 0.05684434622526169, + 0.0755767971277237, + 0.025921067222952843, + 0.04855272173881531, + 0.03307688236236572, + 0.1326368898153305, + 0.0769183561205864, + 0.39901745319366455 + ], + "top_frames": [ + 9, + 7, + 1 + ], + "selected_reward": -0.25213325023651123 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Asian female athlete wearing form-fitting dark gray and dark purple sportswear with geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast empty concrete training ground with rusted metal walls under a gloomy sky with flickering floodlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character hold a translucent angular bottle containing a viscous liquid that glows an eerie green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character thrust the bottle into her mouth and swallow rapidly while fluorescent liquid spills down her chin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake and tilt violently and erratically while the green liquid tints the lower half of the character's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002826506970450282 + ], + "opposite_logprob_tokens": [ + -5.877826690673828 + ], + "logprob_reward": -0.002826506970450282, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002826506970450282, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07435540109872818, + 0.12024174630641937, + 0.14765852689743042, + 0.0485166497528553, + 0.03909280151128769, + 0.1852514147758484, + 0.04469386860728264, + 0.16888675093650818, + 0.032988306134939194, + 0.13831451535224915 + ], + "top_frames": [ + 5, + 7, + 2 + ], + "selected_reward": -0.002826506970450282 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Asian female athlete wearing form-fitting dark gray and dark purple sportswear with geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast empty concrete training ground with rusted metal walls under a gloomy sky with flickering floodlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character hold a translucent angular bottle containing a viscous liquid that glows an eerie green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character thrust the bottle into her mouth and swallow rapidly while fluorescent liquid spills down her chin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake and tilt violently and erratically while the green liquid tints the lower half of the character's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005949288606643677 + ], + "opposite_logprob_tokens": [ + -5.1309494972229 + ], + "logprob_reward": -0.005949288606643677, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005949288606643677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10748511552810669, + 0.04518883302807808, + 0.05826042219996452, + 0.03742741793394089, + 0.050740715116262436, + 0.5066307783126831, + 0.0189380943775177, + 0.08376723527908325, + 0.03799319639801979, + 0.05356818437576294 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.005949288606643677 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Asian female athlete wearing form-fitting dark gray and dark purple sportswear with geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast empty concrete training ground with rusted metal walls under a gloomy sky with flickering floodlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character hold a translucent angular bottle containing a viscous liquid that glows an eerie green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character thrust the bottle into her mouth and swallow rapidly while fluorescent liquid spills down her chin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake and tilt violently and erratically while the green liquid tints the lower half of the character's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018194913864135742 + ], + "opposite_logprob_tokens": [ + -4.018195152282715 + ], + "logprob_reward": -0.018194913864135742, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018194913864135742, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10417773574590683, + 0.06401373445987701, + 0.06916789710521698, + 0.026267079636454582, + 0.043679967522621155, + 0.08888255804777145, + 0.05082947388291359, + 0.437717080116272, + 0.03846895694732666, + 0.0767955332994461 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.018194913864135742 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up shot with a SnorriCam camera holds the lens firmly fixed on a young Asian female athlete, her face held uncomfortably steady within the frame. She wears a form-fitting, high-tech synthetic sportswear in a patchwork of dark gray and dark purple, its surface covered in intricate geometric patterns and faintly glowing circuitry. Her short, sweat-soaked black hair clings to her forehead and temples. She stands in a vast, empty concrete training ground, a distant backdrop of rusted and scratched metal walls. Under a gloomy, leaden sky, a few flickering, cold floodlights provide the only light. With both hands, she clutches a translucent, angular bottle filled with a viscous liquid that glows an eerie green. She jerks her head back and roughly thrusts the bottle's mouth into her mouth, swallowing rapidly and rapidly. Strands of the fluorescent liquid spill from the corners of her mouth, trickling down her chin and leaving bright marks on her dark sportswear. As she swallows violently and her body trembles, the entire world behind her—the desolate training ground—shakes and tilts violently and erratically in the camera, creating a dizzying feeling. The fluorescent liquid becomes the primary light source, tinting the lower half of her face and neck with a sickly green hue. This contrasts sharply with the cold white floodlight from above, casting sharp shadows across her tense features, contorted with pain and concentration. The entire image is imbued with a Neon Genesis Evangelion-like apocalyptic tension, a mechanical coldness, and a sense of desperate and tragic grandeur.", + "seed": 30334, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_11/index_7640_seed_30334_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.027888899855315685, + "vlm_logprob": -0.027888899855315685, + "vlm_yes_no_margin": 4.0749999523162845, + "vlm_token_credit": -0.027888899855315685, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Asian female athlete wearing form-fitting dark gray and dark purple sportswear with geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast empty concrete training ground with rusted metal walls under a gloomy sky with flickering floodlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character hold a translucent angular bottle containing a viscous liquid that glows an eerie green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character thrust the bottle into her mouth and swallow rapidly while fluorescent liquid spills down her chin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake and tilt violently and erratically while the green liquid tints the lower half of the character's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.055466774851083755 + ], + "opposite_logprob_tokens": [ + -2.930466890335083 + ], + "logprob_reward": -0.055466774851083755, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.055466774851083755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12977512180805206, + 0.08473031967878342, + 0.05226181447505951, + 0.4385746121406555, + 0.10028589516878128, + 0.03118075057864189, + 0.042197488248348236, + 0.025899091735482216, + 0.06115257367491722, + 0.033942244946956635 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.055466774851083755 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Asian female athlete wearing form-fitting dark gray and dark purple sportswear with geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast empty concrete training ground with rusted metal walls under a gloomy sky with flickering floodlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character hold a translucent angular bottle containing a viscous liquid that glows an eerie green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character thrust the bottle into her mouth and swallow rapidly while fluorescent liquid spills down her chin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake and tilt violently and erratically while the green liquid tints the lower half of the character's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054965242743492126 + ], + "opposite_logprob_tokens": [ + -2.9299652576446533 + ], + "logprob_reward": -0.054965242743492126, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054965242743492126, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14473363757133484, + 0.15938608348369598, + 0.030778532847762108, + 0.2743951082229614, + 0.14779338240623474, + 0.025515489280223846, + 0.05762846767902374, + 0.09193441271781921, + 0.03973662108182907, + 0.028098274022340775 + ], + "top_frames": [ + 3, + 1, + 4 + ], + "selected_reward": -0.054965242743492126 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Asian female athlete wearing form-fitting dark gray and dark purple sportswear with geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast empty concrete training ground with rusted metal walls under a gloomy sky with flickering floodlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character hold a translucent angular bottle containing a viscous liquid that glows an eerie green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character thrust the bottle into her mouth and swallow rapidly while fluorescent liquid spills down her chin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake and tilt violently and erratically while the green liquid tints the lower half of the character's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003196252044290304 + ], + "opposite_logprob_tokens": [ + -5.7531962394714355 + ], + "logprob_reward": -0.003196252044290304, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003196252044290304, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10459146648645401, + 0.06764169037342072, + 0.07199570536613464, + 0.3451870083808899, + 0.03920472785830498, + 0.048275452107191086, + 0.03677251562476158, + 0.22591739892959595, + 0.0366690494120121, + 0.02374495007097721 + ], + "top_frames": [ + 3, + 7, + 0 + ], + "selected_reward": -0.003196252044290304 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Asian female athlete wearing form-fitting dark gray and dark purple sportswear with geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast empty concrete training ground with rusted metal walls under a gloomy sky with flickering floodlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character hold a translucent angular bottle containing a viscous liquid that glows an eerie green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character thrust the bottle into her mouth and swallow rapidly while fluorescent liquid spills down her chin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake and tilt violently and erratically while the green liquid tints the lower half of the character's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007626583334058523 + ], + "opposite_logprob_tokens": [ + -4.882626533508301 + ], + "logprob_reward": -0.007626583334058523, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007626583334058523, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08403153717517853, + 0.06989134103059769, + 0.06977493315935135, + 0.27366310358047485, + 0.035236336290836334, + 0.06745452433824539, + 0.06057872250676155, + 0.09130048006772995, + 0.21170122921466827, + 0.03636782243847847 + ], + "top_frames": [ + 3, + 8, + 7 + ], + "selected_reward": -0.007626583334058523 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Asian female athlete wearing form-fitting dark gray and dark purple sportswear with geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast empty concrete training ground with rusted metal walls under a gloomy sky with flickering floodlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character hold a translucent angular bottle containing a viscous liquid that glows an eerie green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character thrust the bottle into her mouth and swallow rapidly while fluorescent liquid spills down her chin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera shake and tilt violently and erratically while the green liquid tints the lower half of the character's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018189646303653717 + ], + "opposite_logprob_tokens": [ + -4.018189430236816 + ], + "logprob_reward": -0.018189646303653717, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018189646303653717, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1604188233613968, + 0.0869583785533905, + 0.055684689432382584, + 0.19335056841373444, + 0.07829466462135315, + 0.21613651514053345, + 0.03502083942294121, + 0.07121577858924866, + 0.07688000053167343, + 0.026039786636829376 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -0.018189646303653717 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_12/index_tensor([9391, 9391])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_12/index_tensor([9391, 9391])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..4e3df10322a80351a304cccd8d7d731c41c691e6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_12/index_tensor([9391, 9391])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, high-angle, wide-angle shot captures a breathtaking panorama that evokes the sublime tranquility of classical Chinese ink paintings. On the left side of the frame, a tranquil waterfall cascades in a wide, milky white cascade, gracefully cascading over a dark, mossy cliff face before melting into a fine, ethereal mist at the base. Beside the waterfall, perched on the mountainside, stands a cluster of elegant traditional Chinese buildings; their distinctive, gracefully curved roofs are clad in dark gray weathered tiles, their upturned eaves pointed skyward. These buildings are partially shrouded in a diffuse, slowly drifting mist, which fills the lush valley and clings to the dense pine and bamboo forests below. The light is soft and diffuse, as if filtered through a perpetual morning mist, casting no harsh shadows. The entire scene is bathed in cool, muted colors—deep green, stone gray, and the pure white of the cascading water—creating a profound atmosphere of eternal peace and majestic solitude.", + "seed": 9236, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_12/index_9391_seed_9236_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.008674500475171954, + "vlm_logprob": -0.008674500475171954, + "vlm_yes_no_margin": 5.825, + "vlm_token_credit": -0.008674500475171954, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle, wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a waterfall on the left side of the frame cascading over a dark, mossy cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are traditional Chinese buildings with curved, dark gray tiled roofs visible on the mountainside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filled with a diffuse mist and lush pine and bamboo forests below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the colors cool and muted, dominated by deep green, stone gray, and white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03230560943484306 + ], + "opposite_logprob_tokens": [ + -4.282305717468262 + ], + "logprob_reward": -0.03230560943484306, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.03230560943484306, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23475909233093262, + 0.07507533580064774, + 0.2425600290298462, + 0.15131941437721252, + 0.048020247370004654, + 0.02840328961610794, + 0.056524451822042465, + 0.029466651380062103, + 0.051826104521751404, + 0.0820453092455864 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.03230560943484306 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle, wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a waterfall on the left side of the frame cascading over a dark, mossy cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are traditional Chinese buildings with curved, dark gray tiled roofs visible on the mountainside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filled with a diffuse mist and lush pine and bamboo forests below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the colors cool and muted, dominated by deep green, stone gray, and white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002221023431047797 + ], + "opposite_logprob_tokens": [ + -6.12722110748291 + ], + "logprob_reward": -0.002221023431047797, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002221023431047797, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1871200054883957, + 0.2922270596027374, + 0.08365192264318466, + 0.10617388784885406, + 0.07639453560113907, + 0.08067744970321655, + 0.05815775692462921, + 0.023262064903974533, + 0.06172261759638786, + 0.03061269409954548 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.002221023431047797 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle, wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a waterfall on the left side of the frame cascading over a dark, mossy cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are traditional Chinese buildings with curved, dark gray tiled roofs visible on the mountainside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filled with a diffuse mist and lush pine and bamboo forests below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the colors cool and muted, dominated by deep green, stone gray, and white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067411623895168304 + ], + "opposite_logprob_tokens": [ + -5.006741046905518 + ], + "logprob_reward": -0.0067411623895168304, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067411623895168304, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17082099616527557, + 0.21054968237876892, + 0.24764445424079895, + 0.05605560541152954, + 0.07418744266033173, + 0.09298660606145859, + 0.03159409761428833, + 0.04189584031701088, + 0.03425699472427368, + 0.040008239448070526 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.0067411623895168304 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle, wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a waterfall on the left side of the frame cascading over a dark, mossy cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are traditional Chinese buildings with curved, dark gray tiled roofs visible on the mountainside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filled with a diffuse mist and lush pine and bamboo forests below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the colors cool and muted, dominated by deep green, stone gray, and white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011832863092422485 + ], + "opposite_logprob_tokens": [ + -6.75118350982666 + ], + "logprob_reward": -0.0011832863092422485, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011832863092422485, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3176485598087311, + 0.09675438702106476, + 0.14782650768756866, + 0.06318701058626175, + 0.0557800829410553, + 0.0949789434671402, + 0.05545904114842415, + 0.04045770689845085, + 0.0814879834651947, + 0.04641975462436676 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.0011832863092422485 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle, wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a waterfall on the left side of the frame cascading over a dark, mossy cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are traditional Chinese buildings with curved, dark gray tiled roofs visible on the mountainside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filled with a diffuse mist and lush pine and bamboo forests below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the colors cool and muted, dominated by deep green, stone gray, and white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009214208112098277 + ], + "opposite_logprob_tokens": [ + -7.000921249389648 + ], + "logprob_reward": -0.0009214208112098277, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009214208112098277, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22646242380142212, + 0.2039891928434372, + 0.19267813861370087, + 0.07043549418449402, + 0.0623791329562664, + 0.06247534602880478, + 0.05999516323208809, + 0.036018818616867065, + 0.04146362096071243, + 0.04410267248749733 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.0009214208112098277 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, high-angle, wide-angle shot captures a breathtaking panorama that evokes the sublime tranquility of classical Chinese ink paintings. On the left side of the frame, a tranquil waterfall cascades in a wide, milky white cascade, gracefully cascading over a dark, mossy cliff face before melting into a fine, ethereal mist at the base. Beside the waterfall, perched on the mountainside, stands a cluster of elegant traditional Chinese buildings; their distinctive, gracefully curved roofs are clad in dark gray weathered tiles, their upturned eaves pointed skyward. These buildings are partially shrouded in a diffuse, slowly drifting mist, which fills the lush valley and clings to the dense pine and bamboo forests below. The light is soft and diffuse, as if filtered through a perpetual morning mist, casting no harsh shadows. The entire scene is bathed in cool, muted colors—deep green, stone gray, and the pure white of the cascading water—creating a profound atmosphere of eternal peace and majestic solitude.", + "seed": 9237, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_12/index_9391_seed_9237_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.005715498421341181, + "vlm_logprob": -0.005715498421341181, + "vlm_yes_no_margin": 5.7, + "vlm_token_credit": -0.005715498421341181, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle, wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a waterfall on the left side of the frame cascading over a dark, mossy cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are traditional Chinese buildings with curved, dark gray tiled roofs visible on the mountainside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filled with a diffuse mist and lush pine and bamboo forests below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the colors cool and muted, dominated by deep green, stone gray, and white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016510525718331337 + ], + "opposite_logprob_tokens": [ + -4.641510486602783 + ], + "logprob_reward": -0.016510525718331337, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.016510525718331337, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12127817422151566, + 0.17044919729232788, + 0.18763607740402222, + 0.057717859745025635, + 0.11011932790279388, + 0.05036701634526253, + 0.06061360239982605, + 0.11429465562105179, + 0.08400076627731323, + 0.04352327808737755 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.016510525718331337 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle, wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a waterfall on the left side of the frame cascading over a dark, mossy cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are traditional Chinese buildings with curved, dark gray tiled roofs visible on the mountainside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filled with a diffuse mist and lush pine and bamboo forests below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the colors cool and muted, dominated by deep green, stone gray, and white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002836730098351836 + ], + "opposite_logprob_tokens": [ + -5.87783670425415 + ], + "logprob_reward": -0.002836730098351836, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002836730098351836, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1787295788526535, + 0.10359644144773483, + 0.11194334924221039, + 0.07978085428476334, + 0.12438932061195374, + 0.07828465849161148, + 0.037826817482709885, + 0.1305283010005951, + 0.08291605114936829, + 0.07200462371110916 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.002836730098351836 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle, wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a waterfall on the left side of the frame cascading over a dark, mossy cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are traditional Chinese buildings with curved, dark gray tiled roofs visible on the mountainside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filled with a diffuse mist and lush pine and bamboo forests below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the colors cool and muted, dominated by deep green, stone gray, and white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005951066501438618 + ], + "opposite_logprob_tokens": [ + -5.130950927734375 + ], + "logprob_reward": -0.005951066501438618, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005951066501438618, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20928148925304413, + 0.31332680583000183, + 0.16124244034290314, + 0.024414051324129105, + 0.07951728254556656, + 0.03868653252720833, + 0.030063625425100327, + 0.05170328915119171, + 0.04262068495154381, + 0.04914378747344017 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.005951066501438618 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle, wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a waterfall on the left side of the frame cascading over a dark, mossy cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are traditional Chinese buildings with curved, dark gray tiled roofs visible on the mountainside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filled with a diffuse mist and lush pine and bamboo forests below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the colors cool and muted, dominated by deep green, stone gray, and white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019418209558352828 + ], + "opposite_logprob_tokens": [ + -6.251941680908203 + ], + "logprob_reward": -0.0019418209558352828, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019418209558352828, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26655396819114685, + 0.1244046688079834, + 0.08863721042871475, + 0.05708698928356171, + 0.10585644841194153, + 0.061964523047208786, + 0.04441654682159424, + 0.10307955741882324, + 0.0556098148226738, + 0.09239023923873901 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.0019418209558352828 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle, wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a waterfall on the left side of the frame cascading over a dark, mossy cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are traditional Chinese buildings with curved, dark gray tiled roofs visible on the mountainside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filled with a diffuse mist and lush pine and bamboo forests below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the colors cool and muted, dominated by deep green, stone gray, and white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013373488327488303 + ], + "opposite_logprob_tokens": [ + -6.62633752822876 + ], + "logprob_reward": -0.0013373488327488303, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013373488327488303, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2111690789461136, + 0.15305601060390472, + 0.18726082146167755, + 0.06251481175422668, + 0.06114409863948822, + 0.0629555955529213, + 0.04560050740838051, + 0.1173064187169075, + 0.04557856172323227, + 0.05341414734721184 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.0013373488327488303 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, high-angle, wide-angle shot captures a breathtaking panorama that evokes the sublime tranquility of classical Chinese ink paintings. On the left side of the frame, a tranquil waterfall cascades in a wide, milky white cascade, gracefully cascading over a dark, mossy cliff face before melting into a fine, ethereal mist at the base. Beside the waterfall, perched on the mountainside, stands a cluster of elegant traditional Chinese buildings; their distinctive, gracefully curved roofs are clad in dark gray weathered tiles, their upturned eaves pointed skyward. These buildings are partially shrouded in a diffuse, slowly drifting mist, which fills the lush valley and clings to the dense pine and bamboo forests below. The light is soft and diffuse, as if filtered through a perpetual morning mist, casting no harsh shadows. The entire scene is bathed in cool, muted colors—deep green, stone gray, and the pure white of the cascading water—creating a profound atmosphere of eternal peace and majestic solitude.", + "seed": 9238, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_12/index_9391_seed_9238_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.004379416164010763, + "vlm_logprob": -0.004379416164010763, + "vlm_yes_no_margin": 6.05, + "vlm_token_credit": -0.004379416164010763, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle, wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a waterfall on the left side of the frame cascading over a dark, mossy cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are traditional Chinese buildings with curved, dark gray tiled roofs visible on the mountainside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filled with a diffuse mist and lush pine and bamboo forests below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the colors cool and muted, dominated by deep green, stone gray, and white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013285093940794468 + ], + "opposite_logprob_tokens": [ + -5.388285160064697 + ], + "logprob_reward": -0.013285093940794468, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.013285093940794468, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10147589445114136, + 0.1065598800778389, + 0.04427589476108551, + 0.13808724284172058, + 0.32328224182128906, + 0.05518475919961929, + 0.12890763580799103, + 0.01449713483452797, + 0.017017073929309845, + 0.07071222364902496 + ], + "top_frames": [ + 4, + 3, + 6 + ], + "selected_reward": -0.013285093940794468 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle, wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a waterfall on the left side of the frame cascading over a dark, mossy cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are traditional Chinese buildings with curved, dark gray tiled roofs visible on the mountainside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filled with a diffuse mist and lush pine and bamboo forests below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the colors cool and muted, dominated by deep green, stone gray, and white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015312624163925648 + ], + "opposite_logprob_tokens": [ + -6.50153112411499 + ], + "logprob_reward": -0.0015312624163925648, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015312624163925648, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16134056448936462, + 0.21492743492126465, + 0.22556020319461823, + 0.08513705432415009, + 0.0864190086722374, + 0.032449666410684586, + 0.032789651304483414, + 0.032192278653383255, + 0.06919826567173004, + 0.05998581647872925 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.0015312624163925648 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle, wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a waterfall on the left side of the frame cascading over a dark, mossy cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are traditional Chinese buildings with curved, dark gray tiled roofs visible on the mountainside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filled with a diffuse mist and lush pine and bamboo forests below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the colors cool and muted, dominated by deep green, stone gray, and white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036221628542989492 + ], + "opposite_logprob_tokens": [ + -5.628622055053711 + ], + "logprob_reward": -0.0036221628542989492, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036221628542989492, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10237044095993042, + 0.11883295327425003, + 0.05191204324364662, + 0.027776336297392845, + 0.11971955746412277, + 0.054103195667266846, + 0.08010002225637436, + 0.031490080058574677, + 0.20854736864566803, + 0.20514801144599915 + ], + "top_frames": [ + 8, + 9, + 4 + ], + "selected_reward": -0.0036221628542989492 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle, wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a waterfall on the left side of the frame cascading over a dark, mossy cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are traditional Chinese buildings with curved, dark gray tiled roofs visible on the mountainside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filled with a diffuse mist and lush pine and bamboo forests below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the colors cool and muted, dominated by deep green, stone gray, and white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015159078175202012 + ], + "opposite_logprob_tokens": [ + -6.501515865325928 + ], + "logprob_reward": -0.0015159078175202012, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015159078175202012, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14616866409778595, + 0.14188189804553986, + 0.3159194886684418, + 0.05752898007631302, + 0.04414645582437515, + 0.04146512597799301, + 0.09867046773433685, + 0.044012997299432755, + 0.03370098024606705, + 0.0765048936009407 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.0015159078175202012 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle, wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a waterfall on the left side of the frame cascading over a dark, mossy cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are traditional Chinese buildings with curved, dark gray tiled roofs visible on the mountainside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filled with a diffuse mist and lush pine and bamboo forests below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the colors cool and muted, dominated by deep green, stone gray, and white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019426537910476327 + ], + "opposite_logprob_tokens": [ + -6.2519426345825195 + ], + "logprob_reward": -0.0019426537910476327, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019426537910476327, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2544255554676056, + 0.16753050684928894, + 0.2680610418319702, + 0.06940212100744247, + 0.0329400859773159, + 0.043157655745744705, + 0.05601949617266655, + 0.020368611440062523, + 0.03366126865148544, + 0.05443362519145012 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.0019426537910476327 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, high-angle, wide-angle shot captures a breathtaking panorama that evokes the sublime tranquility of classical Chinese ink paintings. On the left side of the frame, a tranquil waterfall cascades in a wide, milky white cascade, gracefully cascading over a dark, mossy cliff face before melting into a fine, ethereal mist at the base. Beside the waterfall, perched on the mountainside, stands a cluster of elegant traditional Chinese buildings; their distinctive, gracefully curved roofs are clad in dark gray weathered tiles, their upturned eaves pointed skyward. These buildings are partially shrouded in a diffuse, slowly drifting mist, which fills the lush valley and clings to the dense pine and bamboo forests below. The light is soft and diffuse, as if filtered through a perpetual morning mist, casting no harsh shadows. The entire scene is bathed in cool, muted colors—deep green, stone gray, and the pure white of the cascading water—creating a profound atmosphere of eternal peace and majestic solitude.", + "seed": 9239, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_12/index_9391_seed_9239_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0060624790145084265, + "vlm_logprob": -0.0060624790145084265, + "vlm_yes_no_margin": 5.75, + "vlm_token_credit": -0.0060624790145084265, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle, wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a waterfall on the left side of the frame cascading over a dark, mossy cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are traditional Chinese buildings with curved, dark gray tiled roofs visible on the mountainside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filled with a diffuse mist and lush pine and bamboo forests below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the colors cool and muted, dominated by deep green, stone gray, and white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012273382395505905 + ], + "opposite_logprob_tokens": [ + -5.38727331161499 + ], + "logprob_reward": -0.012273382395505905, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.012273382395505905, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15098358690738678, + 0.09497756510972977, + 0.06279946863651276, + 0.04934924095869064, + 0.05532107874751091, + 0.05210074409842491, + 0.07795330882072449, + 0.0790976956486702, + 0.0939081534743309, + 0.283509224653244 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.012273382395505905 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle, wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a waterfall on the left side of the frame cascading over a dark, mossy cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are traditional Chinese buildings with curved, dark gray tiled roofs visible on the mountainside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filled with a diffuse mist and lush pine and bamboo forests below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the colors cool and muted, dominated by deep green, stone gray, and white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00195526541210711 + ], + "opposite_logprob_tokens": [ + -6.251955032348633 + ], + "logprob_reward": -0.00195526541210711, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.00195526541210711, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2410145103931427, + 0.09234695136547089, + 0.19175788760185242, + 0.034362103790044785, + 0.07023615390062332, + 0.05974854901432991, + 0.04970462620258331, + 0.10978841781616211, + 0.08994642645120621, + 0.06109438091516495 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.00195526541210711 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle, wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a waterfall on the left side of the frame cascading over a dark, mossy cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are traditional Chinese buildings with curved, dark gray tiled roofs visible on the mountainside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filled with a diffuse mist and lush pine and bamboo forests below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the colors cool and muted, dominated by deep green, stone gray, and white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012545594945549965 + ], + "opposite_logprob_tokens": [ + -4.387545585632324 + ], + "logprob_reward": -0.012545594945549965, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012545594945549965, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.258318156003952, + 0.04595813527703285, + 0.1315532624721527, + 0.0768539160490036, + 0.0524313747882843, + 0.11110295355319977, + 0.06161276623606682, + 0.16976255178451538, + 0.05023881420493126, + 0.042168136686086655 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.012545594945549965 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle, wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a waterfall on the left side of the frame cascading over a dark, mossy cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are traditional Chinese buildings with curved, dark gray tiled roofs visible on the mountainside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filled with a diffuse mist and lush pine and bamboo forests below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the colors cool and muted, dominated by deep green, stone gray, and white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013385392958298326 + ], + "opposite_logprob_tokens": [ + -6.626338481903076 + ], + "logprob_reward": -0.0013385392958298326, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013385392958298326, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23258580267429352, + 0.06919531524181366, + 0.05976897478103638, + 0.09705924242734909, + 0.07549693435430527, + 0.08537723124027252, + 0.07469295710325241, + 0.08564011007547379, + 0.12415145337581635, + 0.09603193402290344 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.0013385392958298326 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle, wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a waterfall on the left side of the frame cascading over a dark, mossy cliff?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are traditional Chinese buildings with curved, dark gray tiled roofs visible on the mountainside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filled with a diffuse mist and lush pine and bamboo forests below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the colors cool and muted, dominated by deep green, stone gray, and white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021996130235493183 + ], + "opposite_logprob_tokens": [ + -6.127199649810791 + ], + "logprob_reward": -0.0021996130235493183, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021996130235493183, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24894195795059204, + 0.0732646957039833, + 0.07645442336797714, + 0.058833081275224686, + 0.0791141539812088, + 0.11376843601465225, + 0.05145169794559479, + 0.06419023871421814, + 0.16006824374198914, + 0.07391311973333359 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.0021996130235493183 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_13/index_tensor([4094, 4094])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_13/index_tensor([4094, 4094])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..94784127b816b63743dbb04c89986c7d62f451a9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_13/index_tensor([4094, 4094])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static shot, shot from a slightly overhead angle, captures a chubby orange tabby cat perched on a polished, light-brown wood floor, chasing its tail with a hilariously intense concentration. Covered in fluffy, soft fur, with chubby cheeks and emerald green eyes, the cat stares intently at the tip of its furry tail, which seems to be spinning in circles in the air with a sense of its own. With astonishing speed and agility belying its size, it spins in place, curled into a near-perfect circle, its front paws occasionally darting forward clumsily, its hind legs pushing off the ground to propel its rotation, creating a blurry orange vortex. The soft, warm afternoon sunlight filtering through the side windows casts a golden halo on the edges of the cat's fur and casts a rapidly spinning, ever-shifting, blurry shadow. In the background, a corner of a beige sofa and a few green leaves are blurred, allowing the focus to be entirely on the cat's funny and focused play. The whole picture is filled with a relaxed, healing and warm family atmosphere.", + "seed": 18563, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_13/index_4094_seed_18563_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03596196924336255, + "vlm_logprob": -0.03596196924336255, + "vlm_yes_no_margin": 4.25, + "vlm_token_credit": -0.03596196924336255, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chubby orange tabby cat with fluffy fur and emerald green eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat spinning in place in a near-perfect circle while chasing its tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a polished light-brown wood floor with a blurred beige sofa and green leaves in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft warm afternoon sunlight creating a golden halo on the cat's fur and a rapidly spinning blurry shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static frame captured from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048987533897161484 + ], + "opposite_logprob_tokens": [ + -3.048987627029419 + ], + "logprob_reward": -0.048987533897161484, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048987533897161484, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11036569625139236, + 0.044419992715120316, + 0.04011426493525505, + 0.19440717995166779, + 0.06272225826978683, + 0.026479829102754593, + 0.19610919058322906, + 0.0933053195476532, + 0.21659907698631287, + 0.015477235428988934 + ], + "top_frames": [ + 8, + 6, + 3 + ], + "selected_reward": -0.048987533897161484 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chubby orange tabby cat with fluffy fur and emerald green eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat spinning in place in a near-perfect circle while chasing its tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a polished light-brown wood floor with a blurred beige sofa and green leaves in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft warm afternoon sunlight creating a golden halo on the cat's fur and a rapidly spinning blurry shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static frame captured from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810625150799751 + ], + "opposite_logprob_tokens": [ + -3.2881062030792236 + ], + "logprob_reward": -0.03810625150799751, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810625150799751, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16806934773921967, + 0.07702841609716415, + 0.04294396936893463, + 0.15813419222831726, + 0.06379635632038116, + 0.06553540378808975, + 0.0852472186088562, + 0.15676723420619965, + 0.1625281423330307, + 0.019949771463871002 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.03810625150799751 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chubby orange tabby cat with fluffy fur and emerald green eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat spinning in place in a near-perfect circle while chasing its tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a polished light-brown wood floor with a blurred beige sofa and green leaves in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft warm afternoon sunlight creating a golden halo on the cat's fur and a rapidly spinning blurry shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static frame captured from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00151305110193789 + ], + "opposite_logprob_tokens": [ + -6.5015130043029785 + ], + "logprob_reward": -0.00151305110193789, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.00151305110193789, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12345065176486969, + 0.1037655845284462, + 0.07560095936059952, + 0.0791625902056694, + 0.09035918116569519, + 0.14375485479831696, + 0.06408346444368362, + 0.19244679808616638, + 0.10142093896865845, + 0.02595497854053974 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.00151305110193789 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chubby orange tabby cat with fluffy fur and emerald green eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat spinning in place in a near-perfect circle while chasing its tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a polished light-brown wood floor with a blurred beige sofa and green leaves in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft warm afternoon sunlight creating a golden halo on the cat's fur and a rapidly spinning blurry shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static frame captured from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002197353169322014 + ], + "opposite_logprob_tokens": [ + -6.127197265625 + ], + "logprob_reward": -0.002197353169322014, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002197353169322014, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14356771111488342, + 0.07133030146360397, + 0.059717513620853424, + 0.06621329486370087, + 0.05774698406457901, + 0.08643696457147598, + 0.06998057663440704, + 0.21161966025829315, + 0.20944035053253174, + 0.02394663169980049 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.002197353169322014 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chubby orange tabby cat with fluffy fur and emerald green eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat spinning in place in a near-perfect circle while chasing its tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a polished light-brown wood floor with a blurred beige sofa and green leaves in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft warm afternoon sunlight creating a golden halo on the cat's fur and a rapidly spinning blurry shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static frame captured from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08900565654039383 + ], + "opposite_logprob_tokens": [ + -2.464005708694458 + ], + "logprob_reward": -0.08900565654039383, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08900565654039383, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1963263899087906, + 0.08022817224264145, + 0.08361253142356873, + 0.06944143772125244, + 0.16088375449180603, + 0.14587487280368805, + 0.05115938559174538, + 0.07876642793416977, + 0.10898760706186295, + 0.024719445034861565 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.08900565654039383 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static shot, shot from a slightly overhead angle, captures a chubby orange tabby cat perched on a polished, light-brown wood floor, chasing its tail with a hilariously intense concentration. Covered in fluffy, soft fur, with chubby cheeks and emerald green eyes, the cat stares intently at the tip of its furry tail, which seems to be spinning in circles in the air with a sense of its own. With astonishing speed and agility belying its size, it spins in place, curled into a near-perfect circle, its front paws occasionally darting forward clumsily, its hind legs pushing off the ground to propel its rotation, creating a blurry orange vortex. The soft, warm afternoon sunlight filtering through the side windows casts a golden halo on the edges of the cat's fur and casts a rapidly spinning, ever-shifting, blurry shadow. In the background, a corner of a beige sofa and a few green leaves are blurred, allowing the focus to be entirely on the cat's funny and focused play. The whole picture is filled with a relaxed, healing and warm family atmosphere.", + "seed": 18564, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_13/index_4094_seed_18564_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04731671828776598, + "vlm_logprob": -0.04731671828776598, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.04731671828776598, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chubby orange tabby cat with fluffy fur and emerald green eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat spinning in place in a near-perfect circle while chasing its tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a polished light-brown wood floor with a blurred beige sofa and green leaves in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft warm afternoon sunlight creating a golden halo on the cat's fur and a rapidly spinning blurry shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static frame captured from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026638051494956017 + ], + "opposite_logprob_tokens": [ + -3.6516380310058594 + ], + "logprob_reward": -0.026638051494956017, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026638051494956017, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07964971661567688, + 0.03850733861327171, + 0.3599945604801178, + 0.17438597977161407, + 0.018593009561300278, + 0.05715588852763176, + 0.06788334995508194, + 0.09297828376293182, + 0.04391030967235565, + 0.06694165617227554 + ], + "top_frames": [ + 2, + 3, + 7 + ], + "selected_reward": -0.026638051494956017 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chubby orange tabby cat with fluffy fur and emerald green eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat spinning in place in a near-perfect circle while chasing its tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a polished light-brown wood floor with a blurred beige sofa and green leaves in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft warm afternoon sunlight creating a golden halo on the cat's fur and a rapidly spinning blurry shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static frame captured from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205332651734352 + ], + "opposite_logprob_tokens": [ + -2.8120534420013428 + ], + "logprob_reward": -0.06205332651734352, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205332651734352, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13501910865306854, + 0.0534210205078125, + 0.13773757219314575, + 0.34239938855171204, + 0.022295519709587097, + 0.043489255011081696, + 0.06023259833455086, + 0.07433130592107773, + 0.039864033460617065, + 0.09121023118495941 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.06205332651734352 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chubby orange tabby cat with fluffy fur and emerald green eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat spinning in place in a near-perfect circle while chasing its tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a polished light-brown wood floor with a blurred beige sofa and green leaves in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft warm afternoon sunlight creating a golden halo on the cat's fur and a rapidly spinning blurry shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static frame captured from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031918552704155445 + ], + "opposite_logprob_tokens": [ + -5.753191947937012 + ], + "logprob_reward": -0.0031918552704155445, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031918552704155445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08585984259843826, + 0.024054009467363358, + 0.3491630256175995, + 0.2919524610042572, + 0.013378654606640339, + 0.04359930753707886, + 0.04159766808152199, + 0.056317657232284546, + 0.051068756729364395, + 0.04300864040851593 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.0031918552704155445 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chubby orange tabby cat with fluffy fur and emerald green eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat spinning in place in a near-perfect circle while chasing its tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a polished light-brown wood floor with a blurred beige sofa and green leaves in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft warm afternoon sunlight creating a golden halo on the cat's fur and a rapidly spinning blurry shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static frame captured from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019397982396185398 + ], + "opposite_logprob_tokens": [ + -6.25193977355957 + ], + "logprob_reward": -0.0019397982396185398, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019397982396185398, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11720620840787888, + 0.09129749983549118, + 0.17889735102653503, + 0.21564362943172455, + 0.018443379551172256, + 0.08773472160100937, + 0.06670870631933212, + 0.041708171367645264, + 0.04776900261640549, + 0.13459129631519318 + ], + "top_frames": [ + 3, + 2, + 9 + ], + "selected_reward": -0.0019397982396185398 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chubby orange tabby cat with fluffy fur and emerald green eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat spinning in place in a near-perfect circle while chasing its tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a polished light-brown wood floor with a blurred beige sofa and green leaves in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft warm afternoon sunlight creating a golden halo on the cat's fur and a rapidly spinning blurry shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static frame captured from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14276055991649628 + ], + "opposite_logprob_tokens": [ + -2.0177605152130127 + ], + "logprob_reward": -0.14276055991649628, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14276055991649628, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08765961974859238, + 0.05705753341317177, + 0.16848373413085938, + 0.09026026725769043, + 0.030800143256783485, + 0.17632447183132172, + 0.07855527102947235, + 0.24240411818027496, + 0.025464452803134918, + 0.042990416288375854 + ], + "top_frames": [ + 7, + 5, + 2 + ], + "selected_reward": -0.14276055991649628 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static shot, shot from a slightly overhead angle, captures a chubby orange tabby cat perched on a polished, light-brown wood floor, chasing its tail with a hilariously intense concentration. Covered in fluffy, soft fur, with chubby cheeks and emerald green eyes, the cat stares intently at the tip of its furry tail, which seems to be spinning in circles in the air with a sense of its own. With astonishing speed and agility belying its size, it spins in place, curled into a near-perfect circle, its front paws occasionally darting forward clumsily, its hind legs pushing off the ground to propel its rotation, creating a blurry orange vortex. The soft, warm afternoon sunlight filtering through the side windows casts a golden halo on the edges of the cat's fur and casts a rapidly spinning, ever-shifting, blurry shadow. In the background, a corner of a beige sofa and a few green leaves are blurred, allowing the focus to be entirely on the cat's funny and focused play. The whole picture is filled with a relaxed, healing and warm family atmosphere.", + "seed": 18565, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_13/index_4094_seed_18565_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.029866721667349338, + "vlm_logprob": -0.029866721667349338, + "vlm_yes_no_margin": 4.2, + "vlm_token_credit": -0.029866721667349338, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chubby orange tabby cat with fluffy fur and emerald green eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat spinning in place in a near-perfect circle while chasing its tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a polished light-brown wood floor with a blurred beige sofa and green leaves in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft warm afternoon sunlight creating a golden halo on the cat's fur and a rapidly spinning blurry shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static frame captured from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03036213107407093 + ], + "opposite_logprob_tokens": [ + -3.530362129211426 + ], + "logprob_reward": -0.03036213107407093, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03036213107407093, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10197322815656662, + 0.06202844902873039, + 0.12266575545072556, + 0.19055533409118652, + 0.044802289456129074, + 0.0789705365896225, + 0.1202780231833458, + 0.0490165613591671, + 0.16242974996566772, + 0.06728006899356842 + ], + "top_frames": [ + 3, + 8, + 2 + ], + "selected_reward": -0.03036213107407093 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chubby orange tabby cat with fluffy fur and emerald green eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat spinning in place in a near-perfect circle while chasing its tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a polished light-brown wood floor with a blurred beige sofa and green leaves in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft warm afternoon sunlight creating a golden halo on the cat's fur and a rapidly spinning blurry shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static frame captured from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033717233687639236 + ], + "opposite_logprob_tokens": [ + -3.408717155456543 + ], + "logprob_reward": -0.033717233687639236, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033717233687639236, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04829774051904678, + 0.07754075527191162, + 0.04769527539610863, + 0.31325140595436096, + 0.09606578946113586, + 0.03997579589486122, + 0.03599260747432709, + 0.03555973246693611, + 0.13422617316246033, + 0.17139475047588348 + ], + "top_frames": [ + 3, + 9, + 8 + ], + "selected_reward": -0.033717233687639236 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chubby orange tabby cat with fluffy fur and emerald green eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat spinning in place in a near-perfect circle while chasing its tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a polished light-brown wood floor with a blurred beige sofa and green leaves in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft warm afternoon sunlight creating a golden halo on the cat's fur and a rapidly spinning blurry shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static frame captured from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022004456259310246 + ], + "opposite_logprob_tokens": [ + -6.127200603485107 + ], + "logprob_reward": -0.0022004456259310246, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022004456259310246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13736332952976227, + 0.0625029057264328, + 0.09057801961898804, + 0.20338007807731628, + 0.07066817581653595, + 0.04834761843085289, + 0.06065633147954941, + 0.030618324875831604, + 0.07986320555210114, + 0.2160220891237259 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.0022004456259310246 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chubby orange tabby cat with fluffy fur and emerald green eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat spinning in place in a near-perfect circle while chasing its tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a polished light-brown wood floor with a blurred beige sofa and green leaves in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft warm afternoon sunlight creating a golden halo on the cat's fur and a rapidly spinning blurry shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static frame captured from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0041004871018230915 + ], + "opposite_logprob_tokens": [ + -5.504100322723389 + ], + "logprob_reward": -0.0041004871018230915, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0041004871018230915, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07780258357524872, + 0.09326528757810593, + 0.07556720077991486, + 0.17880702018737793, + 0.0689675584435463, + 0.03723456710577011, + 0.06262069940567017, + 0.05672769993543625, + 0.09537544846534729, + 0.2536318898200989 + ], + "top_frames": [ + 9, + 3, + 8 + ], + "selected_reward": -0.0041004871018230915 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chubby orange tabby cat with fluffy fur and emerald green eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat spinning in place in a near-perfect circle while chasing its tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a polished light-brown wood floor with a blurred beige sofa and green leaves in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft warm afternoon sunlight creating a golden halo on the cat's fur and a rapidly spinning blurry shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static frame captured from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07895331084728241 + ], + "opposite_logprob_tokens": [ + -2.578953266143799 + ], + "logprob_reward": -0.07895331084728241, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07895331084728241, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07887934893369675, + 0.11952956765890121, + 0.08505857735872269, + 0.23568038642406464, + 0.08729861676692963, + 0.03849324956536293, + 0.06914309412240982, + 0.03538843244314194, + 0.13881495594978333, + 0.11171375960111618 + ], + "top_frames": [ + 3, + 8, + 1 + ], + "selected_reward": -0.07895331084728241 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static shot, shot from a slightly overhead angle, captures a chubby orange tabby cat perched on a polished, light-brown wood floor, chasing its tail with a hilariously intense concentration. Covered in fluffy, soft fur, with chubby cheeks and emerald green eyes, the cat stares intently at the tip of its furry tail, which seems to be spinning in circles in the air with a sense of its own. With astonishing speed and agility belying its size, it spins in place, curled into a near-perfect circle, its front paws occasionally darting forward clumsily, its hind legs pushing off the ground to propel its rotation, creating a blurry orange vortex. The soft, warm afternoon sunlight filtering through the side windows casts a golden halo on the edges of the cat's fur and casts a rapidly spinning, ever-shifting, blurry shadow. In the background, a corner of a beige sofa and a few green leaves are blurred, allowing the focus to be entirely on the cat's funny and focused play. The whole picture is filled with a relaxed, healing and warm family atmosphere.", + "seed": 18566, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_13/index_4094_seed_18566_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02616697719786316, + "vlm_logprob": -0.02616697719786316, + "vlm_yes_no_margin": 4.475, + "vlm_token_credit": -0.02616697719786316, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chubby orange tabby cat with fluffy fur and emerald green eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat spinning in place in a near-perfect circle while chasing its tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a polished light-brown wood floor with a blurred beige sofa and green leaves in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft warm afternoon sunlight creating a golden halo on the cat's fur and a rapidly spinning blurry shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static frame captured from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.055449407547712326 + ], + "opposite_logprob_tokens": [ + -2.9304494857788086 + ], + "logprob_reward": -0.055449407547712326, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.055449407547712326, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11017041653394699, + 0.20952236652374268, + 0.01611320674419403, + 0.03443557396531105, + 0.0517018623650074, + 0.13160169124603271, + 0.06124226748943329, + 0.03583585098385811, + 0.01750967837870121, + 0.3318670988082886 + ], + "top_frames": [ + 9, + 1, + 5 + ], + "selected_reward": -0.055449407547712326 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chubby orange tabby cat with fluffy fur and emerald green eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat spinning in place in a near-perfect circle while chasing its tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a polished light-brown wood floor with a blurred beige sofa and green leaves in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft warm afternoon sunlight creating a golden halo on the cat's fur and a rapidly spinning blurry shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static frame captured from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016079511493444443 + ], + "opposite_logprob_tokens": [ + -4.141079425811768 + ], + "logprob_reward": -0.016079511493444443, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016079511493444443, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09317577630281448, + 0.13063721358776093, + 0.03136252239346504, + 0.05577603727579117, + 0.13867902755737305, + 0.08201234042644501, + 0.05133536458015442, + 0.02899731509387493, + 0.02176830545067787, + 0.36625608801841736 + ], + "top_frames": [ + 9, + 4, + 1 + ], + "selected_reward": -0.016079511493444443 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chubby orange tabby cat with fluffy fur and emerald green eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat spinning in place in a near-perfect circle while chasing its tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a polished light-brown wood floor with a blurred beige sofa and green leaves in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft warm afternoon sunlight creating a golden halo on the cat's fur and a rapidly spinning blurry shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static frame captured from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031929248943924904 + ], + "opposite_logprob_tokens": [ + -5.753192901611328 + ], + "logprob_reward": -0.0031929248943924904, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031929248943924904, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1809965819120407, + 0.08383087813854218, + 0.04218366742134094, + 0.08350379019975662, + 0.05865310877561569, + 0.05721660703420639, + 0.1078193411231041, + 0.14693492650985718, + 0.05319996550679207, + 0.18566112220287323 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.0031929248943924904 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chubby orange tabby cat with fluffy fur and emerald green eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat spinning in place in a near-perfect circle while chasing its tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a polished light-brown wood floor with a blurred beige sofa and green leaves in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft warm afternoon sunlight creating a golden halo on the cat's fur and a rapidly spinning blurry shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static frame captured from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011800715001299977 + ], + "opposite_logprob_tokens": [ + -6.751180171966553 + ], + "logprob_reward": -0.0011800715001299977, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011800715001299977, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13347505033016205, + 0.14227160811424255, + 0.03258414939045906, + 0.05890611559152603, + 0.05112552270293236, + 0.25722619891166687, + 0.07326587289571762, + 0.037351544946432114, + 0.04893934354186058, + 0.16485466063022614 + ], + "top_frames": [ + 5, + 9, + 1 + ], + "selected_reward": -0.0011800715001299977 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chubby orange tabby cat with fluffy fur and emerald green eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat spinning in place in a near-perfect circle while chasing its tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a polished light-brown wood floor with a blurred beige sofa and green leaves in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature soft warm afternoon sunlight creating a golden halo on the cat's fur and a rapidly spinning blurry shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static frame captured from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05493297055363655 + ], + "opposite_logprob_tokens": [ + -2.9299330711364746 + ], + "logprob_reward": -0.05493297055363655, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05493297055363655, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0534505657851696, + 0.06360006332397461, + 0.02379518374800682, + 0.044180091470479965, + 0.06076054275035858, + 0.5044061541557312, + 0.03117207996547222, + 0.013618428260087967, + 0.03469982370734215, + 0.17031700909137726 + ], + "top_frames": [ + 5, + 9, + 1 + ], + "selected_reward": -0.05493297055363655 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_14/index_tensor([3041, 3041])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_14/index_tensor([3041, 3041])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..dff9c9c830b9925713073791d171aaf366b042e5 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_14/index_tensor([3041, 3041])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level, medium-wide-angle shot captures a tender moment on a lush lawn bathed in the soft golden light of afternoon. In the background, the weathered gray stone facade of a historic building, its walls covered in ivy, is slightly blurred. A middle-aged man dressed in full traditional Scottish garb—a vibrant red tartan kilt, a leather jersey skirt, and a cream-colored ghillie shirt—plays a bagpipe, his cheeks filled with air as his fingers deftly trace the chant. Beside him stands a little boy, about five years old, a miniature version of the man in his own tiny kilt, clutching a painted wooden toy soldier. The man pauses momentarily, the music fading, and turns to offer the child a warm, crinkled-eyed smile. The boy looks up at him, his face filled with pure admiration. Then, after a brief, shared moment, the boy quietly turns and begins steadily walking away, toward the right side of the frame. Almost simultaneously, the man, after a final, affectionate glance, also turns left and begins walking in the opposite direction, his bagpipe now resting at his side. The camera remains still as they separate, their diverging paths against the tranquil, sunny backdrop creating a poignant and bittersweet atmosphere of quiet separation.", + "seed": 29542, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_14/index_3041_seed_29542_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07869699280709028, + "vlm_logprob": -0.07869699280709028, + "vlm_yes_no_margin": 3.9750000119209288, + "vlm_token_credit": -0.07869699280709028, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a lush lawn bathed in soft golden afternoon light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a middle-aged man wearing a red tartan kilt, leather jersey skirt, and cream-colored ghillie shirt visible playing a bagpipe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a little boy in a tiny kilt holding a painted wooden toy soldier standing beside the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the man and boy turning in opposite directions and walking away from each other while the camera remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a weathered gray stone facade covered in ivy visible in the slightly blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.017397534102201462 + ], + "opposite_logprob_tokens": [ + -4.142397403717041 + ], + "logprob_reward": -0.017397534102201462, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.017397534102201462, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21760331094264984, + 0.06007569283246994, + 0.05012940987944603, + 0.22484064102172852, + 0.17426630854606628, + 0.06262697279453278, + 0.027587449178099632, + 0.10252934694290161, + 0.036601126194000244, + 0.04373976215720177 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.017397534102201462 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a lush lawn bathed in soft golden afternoon light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a middle-aged man wearing a red tartan kilt, leather jersey skirt, and cream-colored ghillie shirt visible playing a bagpipe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a little boy in a tiny kilt holding a painted wooden toy soldier standing beside the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the man and boy turning in opposite directions and walking away from each other while the camera remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a weathered gray stone facade covered in ivy visible in the slightly blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011084998026490211 + ], + "opposite_logprob_tokens": [ + -4.511085033416748 + ], + "logprob_reward": -0.011084998026490211, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011084998026490211, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12481020390987396, + 0.09423479437828064, + 0.3041049838066101, + 0.04908077046275139, + 0.04417171701788902, + 0.09271924942731857, + 0.03827274963259697, + 0.1420624703168869, + 0.03803806006908417, + 0.07250500470399857 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.011084998026490211 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a lush lawn bathed in soft golden afternoon light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a middle-aged man wearing a red tartan kilt, leather jersey skirt, and cream-colored ghillie shirt visible playing a bagpipe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a little boy in a tiny kilt holding a painted wooden toy soldier standing beside the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the man and boy turning in opposite directions and walking away from each other while the camera remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a weathered gray stone facade covered in ivy visible in the slightly blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021935468539595604 + ], + "opposite_logprob_tokens": [ + -6.127193450927734 + ], + "logprob_reward": -0.0021935468539595604, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021935468539595604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15506359934806824, + 0.09015697985887527, + 0.20055973529815674, + 0.08483437448740005, + 0.07375732809305191, + 0.1706915646791458, + 0.040173131972551346, + 0.0406656488776207, + 0.04884979873895645, + 0.09524784982204437 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.0021935468539595604 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a lush lawn bathed in soft golden afternoon light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a middle-aged man wearing a red tartan kilt, leather jersey skirt, and cream-colored ghillie shirt visible playing a bagpipe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a little boy in a tiny kilt holding a painted wooden toy soldier standing beside the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the man and boy turning in opposite directions and walking away from each other while the camera remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a weathered gray stone facade covered in ivy visible in the slightly blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34862369298934937 + ], + "opposite_logprob_tokens": [ + -1.2236237525939941 + ], + "logprob_reward": -0.34862369298934937, + "yes_no_margin_reward": 0.8750000596046448, + "token_credit_reward": -0.34862369298934937, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16108351945877075, + 0.06844601035118103, + 0.1315075010061264, + 0.050745848566293716, + 0.0823892131447792, + 0.12828956544399261, + 0.08387894928455353, + 0.11080434173345566, + 0.046048421412706375, + 0.1368066370487213 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.34862369298934937 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a lush lawn bathed in soft golden afternoon light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a middle-aged man wearing a red tartan kilt, leather jersey skirt, and cream-colored ghillie shirt visible playing a bagpipe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a little boy in a tiny kilt holding a painted wooden toy soldier standing beside the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the man and boy turning in opposite directions and walking away from each other while the camera remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a weathered gray stone facade covered in ivy visible in the slightly blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014185192063450813 + ], + "opposite_logprob_tokens": [ + -4.264185428619385 + ], + "logprob_reward": -0.014185192063450813, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014185192063450813, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1462639570236206, + 0.03870701789855957, + 0.10774572938680649, + 0.10640224814414978, + 0.10943945497274399, + 0.2492954283952713, + 0.05396197363734245, + 0.025507215410470963, + 0.02620740979909897, + 0.1364695429801941 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.014185192063450813 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level, medium-wide-angle shot captures a tender moment on a lush lawn bathed in the soft golden light of afternoon. In the background, the weathered gray stone facade of a historic building, its walls covered in ivy, is slightly blurred. A middle-aged man dressed in full traditional Scottish garb—a vibrant red tartan kilt, a leather jersey skirt, and a cream-colored ghillie shirt—plays a bagpipe, his cheeks filled with air as his fingers deftly trace the chant. Beside him stands a little boy, about five years old, a miniature version of the man in his own tiny kilt, clutching a painted wooden toy soldier. The man pauses momentarily, the music fading, and turns to offer the child a warm, crinkled-eyed smile. The boy looks up at him, his face filled with pure admiration. Then, after a brief, shared moment, the boy quietly turns and begins steadily walking away, toward the right side of the frame. Almost simultaneously, the man, after a final, affectionate glance, also turns left and begins walking in the opposite direction, his bagpipe now resting at his side. The camera remains still as they separate, their diverging paths against the tranquil, sunny backdrop creating a poignant and bittersweet atmosphere of quiet separation.", + "seed": 29543, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_14/index_3041_seed_29543_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06319926651194692, + "vlm_logprob": -0.06319926651194692, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.06319926651194692, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a lush lawn bathed in soft golden afternoon light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a middle-aged man wearing a red tartan kilt, leather jersey skirt, and cream-colored ghillie shirt visible playing a bagpipe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a little boy in a tiny kilt holding a painted wooden toy soldier standing beside the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the man and boy turning in opposite directions and walking away from each other while the camera remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a weathered gray stone facade covered in ivy visible in the slightly blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.017767786979675293 + ], + "opposite_logprob_tokens": [ + -4.142767906188965 + ], + "logprob_reward": -0.017767786979675293, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.017767786979675293, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11370508372783661, + 0.05593205243349075, + 0.021456485614180565, + 0.060840167105197906, + 0.1878194361925125, + 0.07170823216438293, + 0.04338882490992546, + 0.026312101632356644, + 0.048581741750240326, + 0.37025585770606995 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.017767786979675293 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a lush lawn bathed in soft golden afternoon light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a middle-aged man wearing a red tartan kilt, leather jersey skirt, and cream-colored ghillie shirt visible playing a bagpipe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a little boy in a tiny kilt holding a painted wooden toy soldier standing beside the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the man and boy turning in opposite directions and walking away from each other while the camera remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a weathered gray stone facade covered in ivy visible in the slightly blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029810702428221703 + ], + "opposite_logprob_tokens": [ + -3.529810667037964 + ], + "logprob_reward": -0.029810702428221703, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029810702428221703, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12926830351352692, + 0.06992536783218384, + 0.03913712501525879, + 0.14049892127513885, + 0.07456227391958237, + 0.11380214989185333, + 0.03238026425242424, + 0.12663127481937408, + 0.028233036398887634, + 0.24556128680706024 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.029810702428221703 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a lush lawn bathed in soft golden afternoon light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a middle-aged man wearing a red tartan kilt, leather jersey skirt, and cream-colored ghillie shirt visible playing a bagpipe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a little boy in a tiny kilt holding a painted wooden toy soldier standing beside the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the man and boy turning in opposite directions and walking away from each other while the camera remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a weathered gray stone facade covered in ivy visible in the slightly blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005247153807431459 + ], + "opposite_logprob_tokens": [ + -5.255247116088867 + ], + "logprob_reward": -0.005247153807431459, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005247153807431459, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.040337081998586655, + 0.030882256105542183, + 0.01600286178290844, + 0.04154219850897789, + 0.03299591690301895, + 0.043564196676015854, + 0.016501164063811302, + 0.18780703842639923, + 0.01544151734560728, + 0.5749257802963257 + ], + "top_frames": [ + 9, + 7, + 5 + ], + "selected_reward": -0.005247153807431459 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a lush lawn bathed in soft golden afternoon light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a middle-aged man wearing a red tartan kilt, leather jersey skirt, and cream-colored ghillie shirt visible playing a bagpipe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a little boy in a tiny kilt holding a painted wooden toy soldier standing beside the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the man and boy turning in opposite directions and walking away from each other while the camera remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a weathered gray stone facade covered in ivy visible in the slightly blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25210219621658325 + ], + "opposite_logprob_tokens": [ + -1.5021021366119385 + ], + "logprob_reward": -0.25210219621658325, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25210219621658325, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.047399602830410004, + 0.03940487280488014, + 0.030490918084979057, + 0.18537823855876923, + 0.04748326167464256, + 0.07160831987857819, + 0.03608565777540207, + 0.10030209273099899, + 0.04782995209097862, + 0.3940170109272003 + ], + "top_frames": [ + 9, + 3, + 7 + ], + "selected_reward": -0.25210219621658325 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a lush lawn bathed in soft golden afternoon light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a middle-aged man wearing a red tartan kilt, leather jersey skirt, and cream-colored ghillie shirt visible playing a bagpipe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a little boy in a tiny kilt holding a painted wooden toy soldier standing beside the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the man and boy turning in opposite directions and walking away from each other while the camera remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a weathered gray stone facade covered in ivy visible in the slightly blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011068493127822876 + ], + "opposite_logprob_tokens": [ + -4.511068344116211 + ], + "logprob_reward": -0.011068493127822876, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011068493127822876, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.038965143263339996, + 0.019951123744249344, + 0.01313962135463953, + 0.07685740292072296, + 0.10107406973838806, + 0.4705330431461334, + 0.05246150866150856, + 0.015809832140803337, + 0.0373985581099987, + 0.17380979657173157 + ], + "top_frames": [ + 5, + 9, + 4 + ], + "selected_reward": -0.011068493127822876 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level, medium-wide-angle shot captures a tender moment on a lush lawn bathed in the soft golden light of afternoon. In the background, the weathered gray stone facade of a historic building, its walls covered in ivy, is slightly blurred. A middle-aged man dressed in full traditional Scottish garb—a vibrant red tartan kilt, a leather jersey skirt, and a cream-colored ghillie shirt—plays a bagpipe, his cheeks filled with air as his fingers deftly trace the chant. Beside him stands a little boy, about five years old, a miniature version of the man in his own tiny kilt, clutching a painted wooden toy soldier. The man pauses momentarily, the music fading, and turns to offer the child a warm, crinkled-eyed smile. The boy looks up at him, his face filled with pure admiration. Then, after a brief, shared moment, the boy quietly turns and begins steadily walking away, toward the right side of the frame. Almost simultaneously, the man, after a final, affectionate glance, also turns left and begins walking in the opposite direction, his bagpipe now resting at his side. The camera remains still as they separate, their diverging paths against the tranquil, sunny backdrop creating a poignant and bittersweet atmosphere of quiet separation.", + "seed": 29544, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_14/index_3041_seed_29544_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06609807452186942, + "vlm_logprob": -0.06609807452186942, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.06609807452186942, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a lush lawn bathed in soft golden afternoon light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a middle-aged man wearing a red tartan kilt, leather jersey skirt, and cream-colored ghillie shirt visible playing a bagpipe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a little boy in a tiny kilt holding a painted wooden toy soldier standing beside the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the man and boy turning in opposite directions and walking away from each other while the camera remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a weathered gray stone facade covered in ivy visible in the slightly blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006029037758708 + ], + "opposite_logprob_tokens": [ + -5.50602912902832 + ], + "logprob_reward": -0.006029037758708, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.006029037758708, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11936455965042114, + 0.031141309067606926, + 0.016536597162485123, + 0.43598461151123047, + 0.02897275798022747, + 0.07653319835662842, + 0.016591040417551994, + 0.14012986421585083, + 0.08838183432817459, + 0.046364303678274155 + ], + "top_frames": [ + 3, + 7, + 0 + ], + "selected_reward": -0.006029037758708 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a lush lawn bathed in soft golden afternoon light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a middle-aged man wearing a red tartan kilt, leather jersey skirt, and cream-colored ghillie shirt visible playing a bagpipe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a little boy in a tiny kilt holding a painted wooden toy soldier standing beside the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the man and boy turning in opposite directions and walking away from each other while the camera remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a weathered gray stone facade covered in ivy visible in the slightly blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054968513548374176 + ], + "opposite_logprob_tokens": [ + -2.9299685955047607 + ], + "logprob_reward": -0.054968513548374176, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054968513548374176, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09068480134010315, + 0.027108628302812576, + 0.030198879539966583, + 0.11074589192867279, + 0.19693763554096222, + 0.07524256408214569, + 0.06364995241165161, + 0.16224178671836853, + 0.14344149827957153, + 0.09974837303161621 + ], + "top_frames": [ + 4, + 7, + 8 + ], + "selected_reward": -0.054968513548374176 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a lush lawn bathed in soft golden afternoon light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a middle-aged man wearing a red tartan kilt, leather jersey skirt, and cream-colored ghillie shirt visible playing a bagpipe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a little boy in a tiny kilt holding a painted wooden toy soldier standing beside the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the man and boy turning in opposite directions and walking away from each other while the camera remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a weathered gray stone facade covered in ivy visible in the slightly blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009775033220648766 + ], + "opposite_logprob_tokens": [ + -4.634775161743164 + ], + "logprob_reward": -0.009775033220648766, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009775033220648766, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09925714135169983, + 0.01910087652504444, + 0.025591319426894188, + 0.31070542335510254, + 0.02826078236103058, + 0.23538658022880554, + 0.036111656576395035, + 0.09089813381433487, + 0.0830838605761528, + 0.07160425931215286 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.009775033220648766 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a lush lawn bathed in soft golden afternoon light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a middle-aged man wearing a red tartan kilt, leather jersey skirt, and cream-colored ghillie shirt visible playing a bagpipe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a little boy in a tiny kilt holding a painted wooden toy soldier standing beside the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the man and boy turning in opposite directions and walking away from each other while the camera remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a weathered gray stone facade covered in ivy visible in the slightly blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2520958185195923 + ], + "opposite_logprob_tokens": [ + -1.5020958185195923 + ], + "logprob_reward": -0.2520958185195923, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2520958185195923, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.047554224729537964, + 0.017437824979424477, + 0.017601512372493744, + 0.08656969666481018, + 0.06645317375659943, + 0.031315263360738754, + 0.07100333273410797, + 0.19896748661994934, + 0.38622722029685974, + 0.07687032967805862 + ], + "top_frames": [ + 8, + 7, + 3 + ], + "selected_reward": -0.2520958185195923 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a lush lawn bathed in soft golden afternoon light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a middle-aged man wearing a red tartan kilt, leather jersey skirt, and cream-colored ghillie shirt visible playing a bagpipe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a little boy in a tiny kilt holding a painted wooden toy soldier standing beside the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the man and boy turning in opposite directions and walking away from each other while the camera remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a weathered gray stone facade covered in ivy visible in the slightly blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007621969562023878 + ], + "opposite_logprob_tokens": [ + -4.882621765136719 + ], + "logprob_reward": -0.007621969562023878, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007621969562023878, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13803213834762573, + 0.02227378822863102, + 0.0343400239944458, + 0.05105379968881607, + 0.06313242763280869, + 0.1396387666463852, + 0.02208632417023182, + 0.44809460639953613, + 0.044048208743333817, + 0.037299904972314835 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.007621969562023878 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level, medium-wide-angle shot captures a tender moment on a lush lawn bathed in the soft golden light of afternoon. In the background, the weathered gray stone facade of a historic building, its walls covered in ivy, is slightly blurred. A middle-aged man dressed in full traditional Scottish garb—a vibrant red tartan kilt, a leather jersey skirt, and a cream-colored ghillie shirt—plays a bagpipe, his cheeks filled with air as his fingers deftly trace the chant. Beside him stands a little boy, about five years old, a miniature version of the man in his own tiny kilt, clutching a painted wooden toy soldier. The man pauses momentarily, the music fading, and turns to offer the child a warm, crinkled-eyed smile. The boy looks up at him, his face filled with pure admiration. Then, after a brief, shared moment, the boy quietly turns and begins steadily walking away, toward the right side of the frame. Almost simultaneously, the man, after a final, affectionate glance, also turns left and begins walking in the opposite direction, his bagpipe now resting at his side. The camera remains still as they separate, their diverging paths against the tranquil, sunny backdrop creating a poignant and bittersweet atmosphere of quiet separation.", + "seed": 29545, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_14/index_3041_seed_29545_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.053864896576851604, + "vlm_logprob": -0.053864896576851604, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.053864896576851604, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a lush lawn bathed in soft golden afternoon light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a middle-aged man wearing a red tartan kilt, leather jersey skirt, and cream-colored ghillie shirt visible playing a bagpipe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a little boy in a tiny kilt holding a painted wooden toy soldier standing beside the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the man and boy turning in opposite directions and walking away from each other while the camera remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a weathered gray stone facade covered in ivy visible in the slightly blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004197003319859505 + ], + "opposite_logprob_tokens": [ + -6.004197120666504 + ], + "logprob_reward": -0.004197003319859505, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.004197003319859505, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07016590237617493, + 0.07978863269090652, + 0.05300373584032059, + 0.49072858691215515, + 0.02050074189901352, + 0.07963863015174866, + 0.021991971880197525, + 0.030022531747817993, + 0.11761035770177841, + 0.03654886409640312 + ], + "top_frames": [ + 3, + 8, + 1 + ], + "selected_reward": -0.004197003319859505 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a lush lawn bathed in soft golden afternoon light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a middle-aged man wearing a red tartan kilt, leather jersey skirt, and cream-colored ghillie shirt visible playing a bagpipe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a little boy in a tiny kilt holding a painted wooden toy soldier standing beside the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the man and boy turning in opposite directions and walking away from each other while the camera remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a weathered gray stone facade covered in ivy visible in the slightly blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023302515968680382 + ], + "opposite_logprob_tokens": [ + -3.7733025550842285 + ], + "logprob_reward": -0.023302515968680382, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023302515968680382, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.035329971462488174, + 0.0395369827747345, + 0.04280652478337288, + 0.706275463104248, + 0.010515755042433739, + 0.02840486913919449, + 0.007196828722953796, + 0.013361657038331032, + 0.09770964831113815, + 0.01886228285729885 + ], + "top_frames": [ + 3, + 8, + 2 + ], + "selected_reward": -0.023302515968680382 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a lush lawn bathed in soft golden afternoon light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a middle-aged man wearing a red tartan kilt, leather jersey skirt, and cream-colored ghillie shirt visible playing a bagpipe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a little boy in a tiny kilt holding a painted wooden toy soldier standing beside the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the man and boy turning in opposite directions and walking away from each other while the camera remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a weathered gray stone facade covered in ivy visible in the slightly blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007623388897627592 + ], + "opposite_logprob_tokens": [ + -4.882623195648193 + ], + "logprob_reward": -0.007623388897627592, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007623388897627592, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0684521496295929, + 0.06853866577148438, + 0.08249937742948532, + 0.38532623648643494, + 0.08399377018213272, + 0.09090210497379303, + 0.019497038796544075, + 0.020374244078993797, + 0.16271018981933594, + 0.017706170678138733 + ], + "top_frames": [ + 3, + 8, + 5 + ], + "selected_reward": -0.007623388897627592 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a lush lawn bathed in soft golden afternoon light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a middle-aged man wearing a red tartan kilt, leather jersey skirt, and cream-colored ghillie shirt visible playing a bagpipe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a little boy in a tiny kilt holding a painted wooden toy soldier standing beside the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the man and boy turning in opposite directions and walking away from each other while the camera remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a weathered gray stone facade covered in ivy visible in the slightly blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22557133436203003 + ], + "opposite_logprob_tokens": [ + -1.6005713939666748 + ], + "logprob_reward": -0.22557133436203003, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22557133436203003, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.013059030286967754, + 0.044998638331890106, + 0.0056429398246109486, + 0.7809340953826904, + 0.020102808251976967, + 0.07303982973098755, + 0.006345654837787151, + 0.01715167798101902, + 0.028534933924674988, + 0.010190417990088463 + ], + "top_frames": [ + 3, + 5, + 1 + ], + "selected_reward": -0.22557133436203003 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a lush lawn bathed in soft golden afternoon light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a middle-aged man wearing a red tartan kilt, leather jersey skirt, and cream-colored ghillie shirt visible playing a bagpipe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a little boy in a tiny kilt holding a painted wooden toy soldier standing beside the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the man and boy turning in opposite directions and walking away from each other while the camera remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a weathered gray stone facade covered in ivy visible in the slightly blurred background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008630240336060524 + ], + "opposite_logprob_tokens": [ + -4.758630275726318 + ], + "logprob_reward": -0.008630240336060524, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008630240336060524, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05283718183636665, + 0.020247580483555794, + 0.05546155199408531, + 0.44456955790519714, + 0.0801561176776886, + 0.049413181841373444, + 0.04225720092654228, + 0.0504227839410305, + 0.18977923691272736, + 0.014855620451271534 + ], + "top_frames": [ + 3, + 8, + 4 + ], + "selected_reward": -0.008630240336060524 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_15/index_tensor([9000, 9000])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_15/index_tensor([9000, 9000])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a201a0a925f93e2f36453640f328f0eb740c9c94 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_15/index_tensor([9000, 9000])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level medium close-up captures a man with long, wavy blond hair that falls naturally over his shoulders and a neatly trimmed beard. He wears a simple mustard-yellow cotton shirt. Set in a dimly lit room, a single warm light source placed to one side creates a dramatic black-and-white contrast, casting deep, soft shadows and carefully sculpting his features. One side of his face is warmly illuminated, while the other is plunged into darkness. He turns his head slightly, looking out of the camera, a gentle, knowing smile on his lips, his eyes subtly crinkling at the corners. The background remains in soft, shallow focus, suggesting a quiet, domestic interior without revealing specific details. The overall atmosphere is intensely intimate and candid, as if capturing a fleeting, natural, and unpretentious moment of quiet contemplation in this man's life.", + "seed": 6420, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_15/index_9000_seed_6420_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.017153653933200987, + "vlm_logprob": -0.017153653933200987, + "vlm_yes_no_margin": 5.025, + "vlm_token_credit": -0.017153653933200987, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a man with long, wavy blond hair and a neatly trimmed beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a mustard-yellow cotton shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single warm light source creating high contrast with deep shadows on one side of the face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man turn his head slightly to look out of the camera with a gentle smile and crinkled eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background in soft, shallow focus without revealing specific details?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043611906468868256 + ], + "opposite_logprob_tokens": [ + -3.168612003326416 + ], + "logprob_reward": -0.043611906468868256, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043611906468868256, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12226028740406036, + 0.09883324801921844, + 0.05070022866129875, + 0.052176088094711304, + 0.03213977813720703, + 0.14756114780902863, + 0.2200230062007904, + 0.15824443101882935, + 0.09108193963766098, + 0.02697991393506527 + ], + "top_frames": [ + 6, + 7, + 5 + ], + "selected_reward": -0.043611906468868256 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a man with long, wavy blond hair and a neatly trimmed beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a mustard-yellow cotton shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single warm light source creating high contrast with deep shadows on one side of the face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man turn his head slightly to look out of the camera with a gentle smile and crinkled eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background in soft, shallow focus without revealing specific details?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01608244515955448 + ], + "opposite_logprob_tokens": [ + -4.141082286834717 + ], + "logprob_reward": -0.01608244515955448, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01608244515955448, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15879133343696594, + 0.06576928496360779, + 0.11137247830629349, + 0.03379954397678375, + 0.08344553411006927, + 0.08174776285886765, + 0.19376900792121887, + 0.13408318161964417, + 0.06463130563497543, + 0.07259060442447662 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.01608244515955448 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a man with long, wavy blond hair and a neatly trimmed beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a mustard-yellow cotton shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single warm light source creating high contrast with deep shadows on one side of the face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man turn his head slightly to look out of the camera with a gentle smile and crinkled eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background in soft, shallow focus without revealing specific details?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002489208010956645 + ], + "opposite_logprob_tokens": [ + -6.00248908996582 + ], + "logprob_reward": -0.002489208010956645, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002489208010956645, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2131051868200302, + 0.06868736445903778, + 0.1013093888759613, + 0.03190847486257553, + 0.07878249138593674, + 0.09041187912225723, + 0.26208066940307617, + 0.05585591122508049, + 0.05406484752893448, + 0.04379373788833618 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.002489208010956645 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a man with long, wavy blond hair and a neatly trimmed beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a mustard-yellow cotton shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single warm light source creating high contrast with deep shadows on one side of the face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man turn his head slightly to look out of the camera with a gentle smile and crinkled eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background in soft, shallow focus without revealing specific details?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023284347727894783 + ], + "opposite_logprob_tokens": [ + -3.773284435272217 + ], + "logprob_reward": -0.023284347727894783, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023284347727894783, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32820674777030945, + 0.043672140687704086, + 0.04857750982046127, + 0.06515835970640182, + 0.05021926388144493, + 0.22894716262817383, + 0.14545759558677673, + 0.021395646035671234, + 0.01850857399404049, + 0.0498570054769516 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.023284347727894783 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a man with long, wavy blond hair and a neatly trimmed beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a mustard-yellow cotton shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single warm light source creating high contrast with deep shadows on one side of the face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man turn his head slightly to look out of the camera with a gentle smile and crinkled eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background in soft, shallow focus without revealing specific details?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0003003622987307608 + ], + "opposite_logprob_tokens": [ + -8.125300407409668 + ], + "logprob_reward": -0.0003003622987307608, + "yes_no_margin_reward": 8.125, + "token_credit_reward": -0.0003003622987307608, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20078644156455994, + 0.14187048375606537, + 0.0820082575082779, + 0.04327014461159706, + 0.10775666683912277, + 0.05088767036795616, + 0.17531989514827728, + 0.10766246914863586, + 0.03726031258702278, + 0.05317772179841995 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.0003003622987307608 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium close-up captures a man with long, wavy blond hair that falls naturally over his shoulders and a neatly trimmed beard. He wears a simple mustard-yellow cotton shirt. Set in a dimly lit room, a single warm light source placed to one side creates a dramatic black-and-white contrast, casting deep, soft shadows and carefully sculpting his features. One side of his face is warmly illuminated, while the other is plunged into darkness. He turns his head slightly, looking out of the camera, a gentle, knowing smile on his lips, his eyes subtly crinkling at the corners. The background remains in soft, shallow focus, suggesting a quiet, domestic interior without revealing specific details. The overall atmosphere is intensely intimate and candid, as if capturing a fleeting, natural, and unpretentious moment of quiet contemplation in this man's life.", + "seed": 6421, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_15/index_9000_seed_6421_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.013736395759042352, + "vlm_logprob": -0.013736395759042352, + "vlm_yes_no_margin": 5.3, + "vlm_token_credit": -0.013736395759042352, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a man with long, wavy blond hair and a neatly trimmed beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a mustard-yellow cotton shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single warm light source creating high contrast with deep shadows on one side of the face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man turn his head slightly to look out of the camera with a gentle smile and crinkled eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background in soft, shallow focus without revealing specific details?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011575204320251942 + ], + "opposite_logprob_tokens": [ + -4.511575222015381 + ], + "logprob_reward": -0.011575204320251942, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011575204320251942, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08175262808799744, + 0.10635120421648026, + 0.08221705257892609, + 0.09081937372684479, + 0.21854783594608307, + 0.27477145195007324, + 0.044418491423130035, + 0.04742966592311859, + 0.027603065595030785, + 0.026089223101735115 + ], + "top_frames": [ + 5, + 4, + 1 + ], + "selected_reward": -0.011575204320251942 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a man with long, wavy blond hair and a neatly trimmed beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a mustard-yellow cotton shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single warm light source creating high contrast with deep shadows on one side of the face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man turn his head slightly to look out of the camera with a gentle smile and crinkled eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background in soft, shallow focus without revealing specific details?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04309000447392464 + ], + "opposite_logprob_tokens": [ + -3.1680901050567627 + ], + "logprob_reward": -0.04309000447392464, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04309000447392464, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07892052084207535, + 0.1524253487586975, + 0.07690313458442688, + 0.09296522289514542, + 0.044561076909303665, + 0.04504535719752312, + 0.459001749753952, + 0.02114717662334442, + 0.011750847101211548, + 0.017279531806707382 + ], + "top_frames": [ + 6, + 1, + 3 + ], + "selected_reward": -0.04309000447392464 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a man with long, wavy blond hair and a neatly trimmed beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a mustard-yellow cotton shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single warm light source creating high contrast with deep shadows on one side of the face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man turn his head slightly to look out of the camera with a gentle smile and crinkled eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background in soft, shallow focus without revealing specific details?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009215399040840566 + ], + "opposite_logprob_tokens": [ + -7.000921726226807 + ], + "logprob_reward": -0.0009215399040840566, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009215399040840566, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1950760781764984, + 0.14932966232299805, + 0.10491247475147247, + 0.16384665668010712, + 0.10119558870792389, + 0.10871607810258865, + 0.054007094353437424, + 0.03999074175953865, + 0.03167269751429558, + 0.05125299096107483 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.0009215399040840566 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a man with long, wavy blond hair and a neatly trimmed beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a mustard-yellow cotton shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single warm light source creating high contrast with deep shadows on one side of the face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man turn his head slightly to look out of the camera with a gentle smile and crinkled eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background in soft, shallow focus without revealing specific details?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012536294758319855 + ], + "opposite_logprob_tokens": [ + -4.387536525726318 + ], + "logprob_reward": -0.012536294758319855, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012536294758319855, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09306948632001877, + 0.15799133479595184, + 0.07965409755706787, + 0.31380540132522583, + 0.05387180671095848, + 0.0990033894777298, + 0.06348809599876404, + 0.049634430557489395, + 0.07561955600976944, + 0.013862386345863342 + ], + "top_frames": [ + 3, + 1, + 5 + ], + "selected_reward": -0.012536294758319855 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a man with long, wavy blond hair and a neatly trimmed beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a mustard-yellow cotton shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single warm light source creating high contrast with deep shadows on one side of the face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man turn his head slightly to look out of the camera with a gentle smile and crinkled eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background in soft, shallow focus without revealing specific details?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0005589353386312723 + ], + "opposite_logprob_tokens": [ + -7.500558853149414 + ], + "logprob_reward": -0.0005589353386312723, + "yes_no_margin_reward": 7.5, + "token_credit_reward": -0.0005589353386312723, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.43222227692604065, + 0.1494474709033966, + 0.05624694377183914, + 0.06915609538555145, + 0.0445394366979599, + 0.10836699604988098, + 0.05471836403012276, + 0.040794141590595245, + 0.022998973727226257, + 0.02150934934616089 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.0005589353386312723 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium close-up captures a man with long, wavy blond hair that falls naturally over his shoulders and a neatly trimmed beard. He wears a simple mustard-yellow cotton shirt. Set in a dimly lit room, a single warm light source placed to one side creates a dramatic black-and-white contrast, casting deep, soft shadows and carefully sculpting his features. One side of his face is warmly illuminated, while the other is plunged into darkness. He turns his head slightly, looking out of the camera, a gentle, knowing smile on his lips, his eyes subtly crinkling at the corners. The background remains in soft, shallow focus, suggesting a quiet, domestic interior without revealing specific details. The overall atmosphere is intensely intimate and candid, as if capturing a fleeting, natural, and unpretentious moment of quiet contemplation in this man's life.", + "seed": 6422, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_15/index_9000_seed_6422_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07731970474123954, + "vlm_logprob": -0.07731970474123954, + "vlm_yes_no_margin": 3.975000023841858, + "vlm_token_credit": -0.07731970474123954, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a man with long, wavy blond hair and a neatly trimmed beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a mustard-yellow cotton shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single warm light source creating high contrast with deep shadows on one side of the face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man turn his head slightly to look out of the camera with a gentle smile and crinkled eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background in soft, shallow focus without revealing specific details?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2018759846687317 + ], + "opposite_logprob_tokens": [ + -1.701875925064087 + ], + "logprob_reward": -0.2018759846687317, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2018759846687317, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3681313991546631, + 0.24278892576694489, + 0.09001760929822922, + 0.12546110153198242, + 0.0228740144520998, + 0.014391107484698296, + 0.024879202246665955, + 0.029300259426236153, + 0.022229038178920746, + 0.05992734804749489 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.2018759846687317 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a man with long, wavy blond hair and a neatly trimmed beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a mustard-yellow cotton shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single warm light source creating high contrast with deep shadows on one side of the face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man turn his head slightly to look out of the camera with a gentle smile and crinkled eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background in soft, shallow focus without revealing specific details?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03815697133541107 + ], + "opposite_logprob_tokens": [ + -3.2881569862365723 + ], + "logprob_reward": -0.03815697133541107, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03815697133541107, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16819050908088684, + 0.4393481910228729, + 0.09933585673570633, + 0.03446565568447113, + 0.03883365914225578, + 0.04283428564667702, + 0.01758715696632862, + 0.030183177441358566, + 0.04101773723959923, + 0.08820372074842453 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.03815697133541107 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a man with long, wavy blond hair and a neatly trimmed beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a mustard-yellow cotton shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single warm light source creating high contrast with deep shadows on one side of the face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man turn his head slightly to look out of the camera with a gentle smile and crinkled eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background in soft, shallow focus without revealing specific details?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031943507492542267 + ], + "opposite_logprob_tokens": [ + -5.753194332122803 + ], + "logprob_reward": -0.0031943507492542267, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031943507492542267, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17971695959568024, + 0.15594260394573212, + 0.15189695358276367, + 0.08649834990501404, + 0.07499859482049942, + 0.0842663124203682, + 0.08989500254392624, + 0.05555790662765503, + 0.06677602231502533, + 0.054451294243335724 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.0031943507492542267 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a man with long, wavy blond hair and a neatly trimmed beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a mustard-yellow cotton shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single warm light source creating high contrast with deep shadows on one side of the face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man turn his head slightly to look out of the camera with a gentle smile and crinkled eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background in soft, shallow focus without revealing specific details?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14281192421913147 + ], + "opposite_logprob_tokens": [ + -2.0178120136260986 + ], + "logprob_reward": -0.14281192421913147, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14281192421913147, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.46265512704849243, + 0.08007631450891495, + 0.0849270224571228, + 0.05168094113469124, + 0.05523690953850746, + 0.09928923845291138, + 0.08495882898569107, + 0.023132137954235077, + 0.027680739760398865, + 0.030362706631422043 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.14281192421913147 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a man with long, wavy blond hair and a neatly trimmed beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a mustard-yellow cotton shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single warm light source creating high contrast with deep shadows on one side of the face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man turn his head slightly to look out of the camera with a gentle smile and crinkled eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background in soft, shallow focus without revealing specific details?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.000559292733669281 + ], + "opposite_logprob_tokens": [ + -7.500559329986572 + ], + "logprob_reward": -0.000559292733669281, + "yes_no_margin_reward": 7.5, + "token_credit_reward": -0.000559292733669281, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3121934235095978, + 0.08143633604049683, + 0.049715038388967514, + 0.054798245429992676, + 0.06700923293828964, + 0.08066603541374207, + 0.06326502561569214, + 0.13341766595840454, + 0.04525787755846977, + 0.11224102973937988 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.000559292733669281 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium close-up captures a man with long, wavy blond hair that falls naturally over his shoulders and a neatly trimmed beard. He wears a simple mustard-yellow cotton shirt. Set in a dimly lit room, a single warm light source placed to one side creates a dramatic black-and-white contrast, casting deep, soft shadows and carefully sculpting his features. One side of his face is warmly illuminated, while the other is plunged into darkness. He turns his head slightly, looking out of the camera, a gentle, knowing smile on his lips, his eyes subtly crinkling at the corners. The background remains in soft, shallow focus, suggesting a quiet, domestic interior without revealing specific details. The overall atmosphere is intensely intimate and candid, as if capturing a fleeting, natural, and unpretentious moment of quiet contemplation in this man's life.", + "seed": 6423, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_15/index_9000_seed_6423_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.01129462777171284, + "vlm_logprob": -0.01129462777171284, + "vlm_yes_no_margin": 5.275, + "vlm_token_credit": -0.01129462777171284, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a man with long, wavy blond hair and a neatly trimmed beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a mustard-yellow cotton shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single warm light source creating high contrast with deep shadows on one side of the face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man turn his head slightly to look out of the camera with a gentle smile and crinkled eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background in soft, shallow focus without revealing specific details?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004401401150971651 + ], + "opposite_logprob_tokens": [ + -5.504401206970215 + ], + "logprob_reward": -0.004401401150971651, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004401401150971651, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12692156434059143, + 0.08639860898256302, + 0.15522494912147522, + 0.16157810389995575, + 0.10953119397163391, + 0.026893900707364082, + 0.09795895963907242, + 0.05875565856695175, + 0.1414179801940918, + 0.035319071263074875 + ], + "top_frames": [ + 3, + 2, + 8 + ], + "selected_reward": -0.004401401150971651 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a man with long, wavy blond hair and a neatly trimmed beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a mustard-yellow cotton shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single warm light source creating high contrast with deep shadows on one side of the face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man turn his head slightly to look out of the camera with a gentle smile and crinkled eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background in soft, shallow focus without revealing specific details?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029834654182195663 + ], + "opposite_logprob_tokens": [ + -3.529834747314453 + ], + "logprob_reward": -0.029834654182195663, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029834654182195663, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.058093465864658356, + 0.07186369597911835, + 0.01339899655431509, + 0.021560845896601677, + 0.7607854008674622, + 0.008624257519841194, + 0.01179549004882574, + 0.025526203215122223, + 0.0179036483168602, + 0.010448014363646507 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.029834654182195663 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a man with long, wavy blond hair and a neatly trimmed beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a mustard-yellow cotton shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single warm light source creating high contrast with deep shadows on one side of the face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man turn his head slightly to look out of the camera with a gentle smile and crinkled eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background in soft, shallow focus without revealing specific details?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036176491994410753 + ], + "opposite_logprob_tokens": [ + -5.628617763519287 + ], + "logprob_reward": -0.0036176491994410753, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036176491994410753, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2350863367319107, + 0.058364272117614746, + 0.0931730717420578, + 0.1329973340034485, + 0.1281939446926117, + 0.07149495929479599, + 0.07989251613616943, + 0.04540829360485077, + 0.047561731189489365, + 0.10782761126756668 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.0036176491994410753 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a man with long, wavy blond hair and a neatly trimmed beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a mustard-yellow cotton shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single warm light source creating high contrast with deep shadows on one side of the face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man turn his head slightly to look out of the camera with a gentle smile and crinkled eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background in soft, shallow focus without revealing specific details?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018182270228862762 + ], + "opposite_logprob_tokens": [ + -4.018182277679443 + ], + "logprob_reward": -0.018182270228862762, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018182270228862762, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11629755049943924, + 0.09231391549110413, + 0.025924116373062134, + 0.042818427085876465, + 0.5925832986831665, + 0.014469674788415432, + 0.04172534868121147, + 0.018983786925673485, + 0.041184984147548676, + 0.013698928989470005 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.018182270228862762 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a man with long, wavy blond hair and a neatly trimmed beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a mustard-yellow cotton shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single warm light source creating high contrast with deep shadows on one side of the face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man turn his head slightly to look out of the camera with a gentle smile and crinkled eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background in soft, shallow focus without revealing specific details?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0004371640970930457 + ], + "opposite_logprob_tokens": [ + -7.750437259674072 + ], + "logprob_reward": -0.0004371640970930457, + "yes_no_margin_reward": 7.75, + "token_credit_reward": -0.0004371640970930457, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2914486825466156, + 0.05920597165822983, + 0.1103142574429512, + 0.08608808368444443, + 0.1866857260465622, + 0.03765948861837387, + 0.018073739483952522, + 0.1159646138548851, + 0.06521813571453094, + 0.029341300949454308 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.0004371640970930457 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_2/index_tensor([8383, 8383])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_2/index_tensor([8383, 8383])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..3ce673d134259d5ea8a98e2974a39fa8b7d2fbe8 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_2/index_tensor([8383, 8383])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, wide-angle shot tracks slowly along the path of a massive steamship, its black, riveted iron hull and weathered wooden superstructure groaning as it navigates choppy, near-black waters. Rendered in a moody black-and-white style, the scene is defined by stark contrasts between deep, inky shadows and bright, sharp highlights. A single, harsh light source, perhaps a powerful lantern mounted on the deck, pierces the oppressive darkness, shaping the ship and casting long, dramatic shadows that twist as the vessel pitches and rolls violently. This lone beam of light captures the thick, white steam billowing from its funnels, giving it an ethereal glow against the dark, stormy sky. The ship's massive paddlewheel, a behemoth of steel and dark wood, churns relentlessly over its sides, its powerful, rhythmic rotation plunging deep into the hostile sea and spewing explosive plumes of white foam that are briefly illuminated before being swallowed by the surrounding darkness. The unseen pilot's grim resolve to forge ahead against the wind is conveyed through the boat's dogged and painstaking forward momentum, creating a powerful and tense atmosphere of an epic struggle against the forces of nature.", + "seed": 21121, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_2/index_8383_seed_21121_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04660052321851253, + "vlm_logprob": -0.04660052321851253, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.04660052321851253, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a black-and-white style with stark contrasts between deep shadows and bright highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive steamship with a black riveted iron hull and weathered wooden superstructure visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera track slowly along the path of the ship while the ship pitches and rolls violently in choppy waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single harsh light source visible on the deck that illuminates the steam and casts long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.059433165937662125 + ], + "opposite_logprob_tokens": [ + -3.0594332218170166 + ], + "logprob_reward": -0.059433165937662125, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.059433165937662125, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1212913766503334, + 0.029495712369680405, + 0.15689264237880707, + 0.05724722519516945, + 0.20906636118888855, + 0.3173256516456604, + 0.04727084934711456, + 0.015361765399575233, + 0.01587533764541149, + 0.03017306886613369 + ], + "top_frames": [ + 5, + 4, + 2 + ], + "selected_reward": -0.059433165937662125 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a black-and-white style with stark contrasts between deep shadows and bright highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive steamship with a black riveted iron hull and weathered wooden superstructure visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera track slowly along the path of the ship while the ship pitches and rolls violently in choppy waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single harsh light source visible on the deck that illuminates the steam and casts long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04871836304664612 + ], + "opposite_logprob_tokens": [ + -3.0487184524536133 + ], + "logprob_reward": -0.04871836304664612, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04871836304664612, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04510333389043808, + 0.054669637233018875, + 0.05636527016758919, + 0.022915078327059746, + 0.032398123294115067, + 0.7107511758804321, + 0.02017546445131302, + 0.01993858627974987, + 0.01731652393937111, + 0.02036677859723568 + ], + "top_frames": [ + 5, + 2, + 1 + ], + "selected_reward": -0.04871836304664612 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a black-and-white style with stark contrasts between deep shadows and bright highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive steamship with a black riveted iron hull and weathered wooden superstructure visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera track slowly along the path of the ship while the ship pitches and rolls violently in choppy waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single harsh light source visible on the deck that illuminates the steam and casts long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023287607356905937 + ], + "opposite_logprob_tokens": [ + -3.773287534713745 + ], + "logprob_reward": -0.023287607356905937, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023287607356905937, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1092161312699318, + 0.03302956372499466, + 0.4562731683254242, + 0.018132023513317108, + 0.030204299837350845, + 0.27166813611984253, + 0.03163406625390053, + 0.017075369134545326, + 0.017637180164456367, + 0.015130058862268925 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.023287607356905937 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a black-and-white style with stark contrasts between deep shadows and bright highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive steamship with a black riveted iron hull and weathered wooden superstructure visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera track slowly along the path of the ship while the ship pitches and rolls violently in choppy waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single harsh light source visible on the deck that illuminates the steam and casts long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01254430040717125 + ], + "opposite_logprob_tokens": [ + -4.38754415512085 + ], + "logprob_reward": -0.01254430040717125, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01254430040717125, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17768022418022156, + 0.04062681645154953, + 0.12388903647661209, + 0.023869823664426804, + 0.05432130768895149, + 0.39287155866622925, + 0.0355953685939312, + 0.052355147898197174, + 0.04121081158518791, + 0.057579927146434784 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.01254430040717125 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a black-and-white style with stark contrasts between deep shadows and bright highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive steamship with a black riveted iron hull and weathered wooden superstructure visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera track slowly along the path of the ship while the ship pitches and rolls violently in choppy waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single harsh light source visible on the deck that illuminates the steam and casts long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08901917934417725 + ], + "opposite_logprob_tokens": [ + -2.464019298553467 + ], + "logprob_reward": -0.08901917934417725, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08901917934417725, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08106078952550888, + 0.10436628758907318, + 0.132411926984787, + 0.02825983241200447, + 0.051374297589063644, + 0.15527071058750153, + 0.07066492736339569, + 0.12094374746084213, + 0.051359377801418304, + 0.20428811013698578 + ], + "top_frames": [ + 9, + 5, + 2 + ], + "selected_reward": -0.08901917934417725 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide-angle shot tracks slowly along the path of a massive steamship, its black, riveted iron hull and weathered wooden superstructure groaning as it navigates choppy, near-black waters. Rendered in a moody black-and-white style, the scene is defined by stark contrasts between deep, inky shadows and bright, sharp highlights. A single, harsh light source, perhaps a powerful lantern mounted on the deck, pierces the oppressive darkness, shaping the ship and casting long, dramatic shadows that twist as the vessel pitches and rolls violently. This lone beam of light captures the thick, white steam billowing from its funnels, giving it an ethereal glow against the dark, stormy sky. The ship's massive paddlewheel, a behemoth of steel and dark wood, churns relentlessly over its sides, its powerful, rhythmic rotation plunging deep into the hostile sea and spewing explosive plumes of white foam that are briefly illuminated before being swallowed by the surrounding darkness. The unseen pilot's grim resolve to forge ahead against the wind is conveyed through the boat's dogged and painstaking forward momentum, creating a powerful and tense atmosphere of an epic struggle against the forces of nature.", + "seed": 21122, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_2/index_8383_seed_21122_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04995561810210347, + "vlm_logprob": -0.04995561810210347, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.04995561810210347, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a black-and-white style with stark contrasts between deep shadows and bright highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive steamship with a black riveted iron hull and weathered wooden superstructure visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera track slowly along the path of the ship while the ship pitches and rolls violently in choppy waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single harsh light source visible on the deck that illuminates the steam and casts long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021125540137290955 + ], + "opposite_logprob_tokens": [ + -4.396125316619873 + ], + "logprob_reward": -0.021125540137290955, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.021125540137290955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1879686415195465, + 0.04364527016878128, + 0.07327304035425186, + 0.06816274672746658, + 0.08714918047189713, + 0.10634760558605194, + 0.1945776641368866, + 0.09510279446840286, + 0.09253478050231934, + 0.0512382946908474 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.021125540137290955 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a black-and-white style with stark contrasts between deep shadows and bright highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive steamship with a black riveted iron hull and weathered wooden superstructure visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera track slowly along the path of the ship while the ship pitches and rolls violently in choppy waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single harsh light source visible on the deck that illuminates the steam and casts long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1129826009273529 + ], + "opposite_logprob_tokens": [ + -2.2379825115203857 + ], + "logprob_reward": -0.1129826009273529, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1129826009273529, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1652366816997528, + 0.17310699820518494, + 0.029319515451788902, + 0.052716683596372604, + 0.06215502694249153, + 0.09150952100753784, + 0.24003925919532776, + 0.08589044958353043, + 0.06294314563274384, + 0.037082746624946594 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.1129826009273529 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a black-and-white style with stark contrasts between deep shadows and bright highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive steamship with a black riveted iron hull and weathered wooden superstructure visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera track slowly along the path of the ship while the ship pitches and rolls violently in choppy waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single harsh light source visible on the deck that illuminates the steam and casts long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008640049956738949 + ], + "opposite_logprob_tokens": [ + -4.758639812469482 + ], + "logprob_reward": -0.008640049956738949, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008640049956738949, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2534821927547455, + 0.0715126246213913, + 0.03276628628373146, + 0.07240238785743713, + 0.059882331639528275, + 0.06697393953800201, + 0.09068775177001953, + 0.09225529432296753, + 0.1758054792881012, + 0.08423170447349548 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.008640049956738949 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a black-and-white style with stark contrasts between deep shadows and bright highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive steamship with a black riveted iron hull and weathered wooden superstructure visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera track slowly along the path of the ship while the ship pitches and rolls violently in choppy waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single harsh light source visible on the deck that illuminates the steam and casts long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006737373303622007 + ], + "opposite_logprob_tokens": [ + -5.006737232208252 + ], + "logprob_reward": -0.006737373303622007, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006737373303622007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15052904188632965, + 0.0772310271859169, + 0.052316274493932724, + 0.11879431456327438, + 0.06325176358222961, + 0.07665365934371948, + 0.17393547296524048, + 0.09254568070173264, + 0.12310180813074112, + 0.07164093106985092 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.006737373303622007 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a black-and-white style with stark contrasts between deep shadows and bright highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive steamship with a black riveted iron hull and weathered wooden superstructure visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera track slowly along the path of the ship while the ship pitches and rolls violently in choppy waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single harsh light source visible on the deck that illuminates the steam and casts long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10029252618551254 + ], + "opposite_logprob_tokens": [ + -2.350292444229126 + ], + "logprob_reward": -0.10029252618551254, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10029252618551254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15458492934703827, + 0.056099239736795425, + 0.052617523819208145, + 0.12602165341377258, + 0.12728719413280487, + 0.2665000855922699, + 0.04608356952667236, + 0.06534035503864288, + 0.07453051209449768, + 0.030934972688555717 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.10029252618551254 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide-angle shot tracks slowly along the path of a massive steamship, its black, riveted iron hull and weathered wooden superstructure groaning as it navigates choppy, near-black waters. Rendered in a moody black-and-white style, the scene is defined by stark contrasts between deep, inky shadows and bright, sharp highlights. A single, harsh light source, perhaps a powerful lantern mounted on the deck, pierces the oppressive darkness, shaping the ship and casting long, dramatic shadows that twist as the vessel pitches and rolls violently. This lone beam of light captures the thick, white steam billowing from its funnels, giving it an ethereal glow against the dark, stormy sky. The ship's massive paddlewheel, a behemoth of steel and dark wood, churns relentlessly over its sides, its powerful, rhythmic rotation plunging deep into the hostile sea and spewing explosive plumes of white foam that are briefly illuminated before being swallowed by the surrounding darkness. The unseen pilot's grim resolve to forge ahead against the wind is conveyed through the boat's dogged and painstaking forward momentum, creating a powerful and tense atmosphere of an epic struggle against the forces of nature.", + "seed": 21123, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_2/index_8383_seed_21123_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.026679193414747716, + "vlm_logprob": -0.026679193414747716, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.026679193414747716, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a black-and-white style with stark contrasts between deep shadows and bright highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive steamship with a black riveted iron hull and weathered wooden superstructure visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera track slowly along the path of the ship while the ship pitches and rolls violently in choppy waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single harsh light source visible on the deck that illuminates the steam and casts long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03871287778019905 + ], + "opposite_logprob_tokens": [ + -3.663712978363037 + ], + "logprob_reward": -0.03871287778019905, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.03871287778019905, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15419551730155945, + 0.09960589557886124, + 0.15958721935749054, + 0.08301204442977905, + 0.035875074565410614, + 0.06707938015460968, + 0.07919156551361084, + 0.07821087539196014, + 0.161530539393425, + 0.08171187341213226 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.03871287778019905 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a black-and-white style with stark contrasts between deep shadows and bright highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive steamship with a black riveted iron hull and weathered wooden superstructure visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera track slowly along the path of the ship while the ship pitches and rolls violently in choppy waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single harsh light source visible on the deck that illuminates the steam and casts long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048721544444561005 + ], + "opposite_logprob_tokens": [ + -3.0487215518951416 + ], + "logprob_reward": -0.048721544444561005, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048721544444561005, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3140448033809662, + 0.10948407649993896, + 0.06938794255256653, + 0.06647185981273651, + 0.053170204162597656, + 0.07732725888490677, + 0.04265056177973747, + 0.0690230131149292, + 0.1037709191441536, + 0.09466933459043503 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.048721544444561005 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a black-and-white style with stark contrasts between deep shadows and bright highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive steamship with a black riveted iron hull and weathered wooden superstructure visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera track slowly along the path of the ship while the ship pitches and rolls violently in choppy waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single harsh light source visible on the deck that illuminates the steam and casts long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007634272798895836 + ], + "opposite_logprob_tokens": [ + -4.882634162902832 + ], + "logprob_reward": -0.007634272798895836, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007634272798895836, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11151210218667984, + 0.09660138189792633, + 0.20360587537288666, + 0.060744620859622955, + 0.02492586337029934, + 0.034299902617931366, + 0.03055228665471077, + 0.1501789540052414, + 0.19975575804710388, + 0.08782318234443665 + ], + "top_frames": [ + 2, + 8, + 7 + ], + "selected_reward": -0.007634272798895836 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a black-and-white style with stark contrasts between deep shadows and bright highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive steamship with a black riveted iron hull and weathered wooden superstructure visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera track slowly along the path of the ship while the ship pitches and rolls violently in choppy waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single harsh light source visible on the deck that illuminates the steam and casts long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004638507030904293 + ], + "opposite_logprob_tokens": [ + -5.379638671875 + ], + "logprob_reward": -0.004638507030904293, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004638507030904293, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09672445803880692, + 0.08924814313650131, + 0.2292184680700302, + 0.0972934290766716, + 0.045099858194589615, + 0.04423597827553749, + 0.04147953912615776, + 0.09487176686525345, + 0.19583725929260254, + 0.06599108874797821 + ], + "top_frames": [ + 2, + 8, + 3 + ], + "selected_reward": -0.004638507030904293 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a black-and-white style with stark contrasts between deep shadows and bright highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive steamship with a black riveted iron hull and weathered wooden superstructure visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera track slowly along the path of the ship while the ship pitches and rolls violently in choppy waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single harsh light source visible on the deck that illuminates the steam and casts long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03368876501917839 + ], + "opposite_logprob_tokens": [ + -3.40868878364563 + ], + "logprob_reward": -0.03368876501917839, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03368876501917839, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31516844034194946, + 0.06747345626354218, + 0.24546299874782562, + 0.0617697611451149, + 0.04523319751024246, + 0.02180534601211548, + 0.059964656829833984, + 0.07119577378034592, + 0.059612009674310684, + 0.0523143894970417 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.03368876501917839 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide-angle shot tracks slowly along the path of a massive steamship, its black, riveted iron hull and weathered wooden superstructure groaning as it navigates choppy, near-black waters. Rendered in a moody black-and-white style, the scene is defined by stark contrasts between deep, inky shadows and bright, sharp highlights. A single, harsh light source, perhaps a powerful lantern mounted on the deck, pierces the oppressive darkness, shaping the ship and casting long, dramatic shadows that twist as the vessel pitches and rolls violently. This lone beam of light captures the thick, white steam billowing from its funnels, giving it an ethereal glow against the dark, stormy sky. The ship's massive paddlewheel, a behemoth of steel and dark wood, churns relentlessly over its sides, its powerful, rhythmic rotation plunging deep into the hostile sea and spewing explosive plumes of white foam that are briefly illuminated before being swallowed by the surrounding darkness. The unseen pilot's grim resolve to forge ahead against the wind is conveyed through the boat's dogged and painstaking forward momentum, creating a powerful and tense atmosphere of an epic struggle against the forces of nature.", + "seed": 21124, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_2/index_8383_seed_21124_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.039750202745199206, + "vlm_logprob": -0.039750202745199206, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.039750202745199206, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a black-and-white style with stark contrasts between deep shadows and bright highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive steamship with a black riveted iron hull and weathered wooden superstructure visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera track slowly along the path of the ship while the ship pitches and rolls violently in choppy waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single harsh light source visible on the deck that illuminates the steam and casts long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07571456581354141 + ], + "opposite_logprob_tokens": [ + -2.825714588165283 + ], + "logprob_reward": -0.07571456581354141, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.07571456581354141, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2507053017616272, + 0.10205883532762527, + 0.060361653566360474, + 0.07244610786437988, + 0.11698956787586212, + 0.027949387207627296, + 0.12588892877101898, + 0.05541647598147392, + 0.11477880924940109, + 0.07340502738952637 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.07571456581354141 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a black-and-white style with stark contrasts between deep shadows and bright highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive steamship with a black riveted iron hull and weathered wooden superstructure visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera track slowly along the path of the ship while the ship pitches and rolls violently in choppy waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single harsh light source visible on the deck that illuminates the steam and casts long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029870174825191498 + ], + "opposite_logprob_tokens": [ + -3.5298702716827393 + ], + "logprob_reward": -0.029870174825191498, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029870174825191498, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2767551839351654, + 0.05796613544225693, + 0.21938012540340424, + 0.0401507131755352, + 0.06976286321878433, + 0.06773938983678818, + 0.09553397446870804, + 0.06923989951610565, + 0.061567530035972595, + 0.041904184967279434 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.029870174825191498 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a black-and-white style with stark contrasts between deep shadows and bright highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive steamship with a black riveted iron hull and weathered wooden superstructure visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera track slowly along the path of the ship while the ship pitches and rolls violently in choppy waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single harsh light source visible on the deck that illuminates the steam and casts long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026343176141381264 + ], + "opposite_logprob_tokens": [ + -3.6513431072235107 + ], + "logprob_reward": -0.026343176141381264, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026343176141381264, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12319844216108322, + 0.058687906712293625, + 0.08352313190698624, + 0.075126051902771, + 0.3246963918209076, + 0.042124684900045395, + 0.17391733825206757, + 0.04819200560450554, + 0.03761051222681999, + 0.03292341157793999 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.026343176141381264 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a black-and-white style with stark contrasts between deep shadows and bright highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive steamship with a black riveted iron hull and weathered wooden superstructure visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera track slowly along the path of the ship while the ship pitches and rolls violently in choppy waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single harsh light source visible on the deck that illuminates the steam and casts long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018186485394835472 + ], + "opposite_logprob_tokens": [ + -4.018186569213867 + ], + "logprob_reward": -0.018186485394835472, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018186485394835472, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10919678956270218, + 0.12760548293590546, + 0.1180141493678093, + 0.0643584206700325, + 0.10355176776647568, + 0.08169837296009064, + 0.12302341312170029, + 0.097307488322258, + 0.08788154274225235, + 0.08736260235309601 + ], + "top_frames": [ + 1, + 6, + 2 + ], + "selected_reward": -0.018186485394835472 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a black-and-white style with stark contrasts between deep shadows and bright highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive steamship with a black riveted iron hull and weathered wooden superstructure visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera track slowly along the path of the ship while the ship pitches and rolls violently in choppy waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single harsh light source visible on the deck that illuminates the steam and casts long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04863661155104637 + ], + "opposite_logprob_tokens": [ + -3.0486366748809814 + ], + "logprob_reward": -0.04863661155104637, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04863661155104637, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27151229977607727, + 0.033241454511880875, + 0.08054153621196747, + 0.03870208188891411, + 0.2554672360420227, + 0.032543741166591644, + 0.08708735555410385, + 0.06908002495765686, + 0.09655819833278656, + 0.03526614233851433 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.04863661155104637 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_3/index_tensor([5110, 5110])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_3/index_tensor([5110, 5110])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d17be67ad7ef5bb2f899e7e7c7b3d2dbdca739a8 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_3/index_tensor([5110, 5110])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "stunning close-up shot from an upward angle, captured with handheld macro tracking, closely follows the face of a reclusive master. He is a middle-aged man with sharp features, his meticulously short black hair streaked with premature silver. His deep eyes, illuminated by the dancing firelight, appear exceptionally focused. He wears a dark gray linen shirt with a stand-up collar, the sleeves casually rolled up to his forearms, revealing his sturdy, veined wrists. The camera pans slightly as he follows his steady, precise movements as he carefully turns a rustic bamboo skewer of barbecued meat, its fat and lean pieces grilled to an alluring caramel color, the surface shimmering with oil. Under the glowing coals below, a large lump of fat melts at a visible speed, eventually coalescing into a single drop of scalding fat. This dripping drop, sizzling upon contact with the blazing charcoal, releases a burst of bright orange sparks. The entire picture is dominated by the only light source provided by the charcoal fire. The warm orange-red light carves out deep light and shadow on his face, creating an atmosphere of concentration, tranquility and inner strength, perfectly integrating the mystery of modern martial arts with the most primitive cooking flavor.", + "seed": 5971, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_3/index_5110_seed_5971_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0300552437081933, + "vlm_logprob": -0.0300552437081933, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.0300552437081933, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a middle-aged man with short black hair streaked with silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark gray linen shirt with a stand-up collar and rolled-up sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man turning a rustic bamboo skewer of barbecued meat with fat and lean pieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a drop of melting fat sizzle on the blazing charcoal and release bright orange sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from an upward angle with handheld macro tracking?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021291498094797134 + ], + "opposite_logprob_tokens": [ + -3.896291494369507 + ], + "logprob_reward": -0.021291498094797134, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.021291498094797134, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21519769728183746, + 0.05930979922413826, + 0.06221555173397064, + 0.09529377520084381, + 0.09946785122156143, + 0.05991077423095703, + 0.05900368466973305, + 0.049335967749357224, + 0.2290649265050888, + 0.0711999386548996 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.021291498094797134 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a middle-aged man with short black hair streaked with silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark gray linen shirt with a stand-up collar and rolled-up sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man turning a rustic bamboo skewer of barbecued meat with fat and lean pieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a drop of melting fat sizzle on the blazing charcoal and release bright orange sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from an upward angle with handheld macro tracking?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012557132169604301 + ], + "opposite_logprob_tokens": [ + -4.387557029724121 + ], + "logprob_reward": -0.012557132169604301, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012557132169604301, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14575406908988953, + 0.07214059680700302, + 0.0844220370054245, + 0.14647091925144196, + 0.06886442750692368, + 0.056124694645404816, + 0.04859273135662079, + 0.07726108282804489, + 0.24341841042041779, + 0.056950971484184265 + ], + "top_frames": [ + 8, + 3, + 0 + ], + "selected_reward": -0.012557132169604301 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a middle-aged man with short black hair streaked with silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark gray linen shirt with a stand-up collar and rolled-up sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man turning a rustic bamboo skewer of barbecued meat with fat and lean pieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a drop of melting fat sizzle on the blazing charcoal and release bright orange sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from an upward angle with handheld macro tracking?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007638058625161648 + ], + "opposite_logprob_tokens": [ + -4.882637977600098 + ], + "logprob_reward": -0.007638058625161648, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007638058625161648, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1376713216304779, + 0.1913660615682602, + 0.06310364603996277, + 0.17641156911849976, + 0.07343583554029465, + 0.0634426698088646, + 0.0541454441845417, + 0.08335511386394501, + 0.055405519902706146, + 0.10166283696889877 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.007638058625161648 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a middle-aged man with short black hair streaked with silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark gray linen shirt with a stand-up collar and rolled-up sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man turning a rustic bamboo skewer of barbecued meat with fat and lean pieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a drop of melting fat sizzle on the blazing charcoal and release bright orange sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from an upward angle with handheld macro tracking?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029807578772306442 + ], + "opposite_logprob_tokens": [ + -3.5298075675964355 + ], + "logprob_reward": -0.029807578772306442, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029807578772306442, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14999587833881378, + 0.1722918003797531, + 0.12137436866760254, + 0.16238780319690704, + 0.09599057585000992, + 0.05290905758738518, + 0.061196468770504, + 0.04313177987933159, + 0.07349498569965363, + 0.06722726672887802 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.029807578772306442 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a middle-aged man with short black hair streaked with silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark gray linen shirt with a stand-up collar and rolled-up sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man turning a rustic bamboo skewer of barbecued meat with fat and lean pieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a drop of melting fat sizzle on the blazing charcoal and release bright orange sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from an upward angle with handheld macro tracking?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898195087909698 + ], + "opposite_logprob_tokens": [ + -2.578981876373291 + ], + "logprob_reward": -0.07898195087909698, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898195087909698, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10288433730602264, + 0.1960708051919937, + 0.10437370091676712, + 0.08648750185966492, + 0.09995035082101822, + 0.14512024819850922, + 0.0625753402709961, + 0.07083761692047119, + 0.08148092776536942, + 0.05021915212273598 + ], + "top_frames": [ + 1, + 5, + 2 + ], + "selected_reward": -0.07898195087909698 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up shot from an upward angle, captured with handheld macro tracking, closely follows the face of a reclusive master. He is a middle-aged man with sharp features, his meticulously short black hair streaked with premature silver. His deep eyes, illuminated by the dancing firelight, appear exceptionally focused. He wears a dark gray linen shirt with a stand-up collar, the sleeves casually rolled up to his forearms, revealing his sturdy, veined wrists. The camera pans slightly as he follows his steady, precise movements as he carefully turns a rustic bamboo skewer of barbecued meat, its fat and lean pieces grilled to an alluring caramel color, the surface shimmering with oil. Under the glowing coals below, a large lump of fat melts at a visible speed, eventually coalescing into a single drop of scalding fat. This dripping drop, sizzling upon contact with the blazing charcoal, releases a burst of bright orange sparks. The entire picture is dominated by the only light source provided by the charcoal fire. The warm orange-red light carves out deep light and shadow on his face, creating an atmosphere of concentration, tranquility and inner strength, perfectly integrating the mystery of modern martial arts with the most primitive cooking flavor.", + "seed": 5972, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_3/index_5110_seed_5972_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03680878654122353, + "vlm_logprob": -0.03680878654122353, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.03680878654122353, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a middle-aged man with short black hair streaked with silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark gray linen shirt with a stand-up collar and rolled-up sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man turning a rustic bamboo skewer of barbecued meat with fat and lean pieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a drop of melting fat sizzle on the blazing charcoal and release bright orange sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from an upward angle with handheld macro tracking?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030612006783485413 + ], + "opposite_logprob_tokens": [ + -3.530611991882324 + ], + "logprob_reward": -0.030612006783485413, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.030612006783485413, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38437631726264954, + 0.07349438965320587, + 0.2831531763076782, + 0.025643344968557358, + 0.02810967154800892, + 0.04709305986762047, + 0.05080956965684891, + 0.022436203435063362, + 0.014418738894164562, + 0.0704655572772026 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.030612006783485413 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a middle-aged man with short black hair streaked with silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark gray linen shirt with a stand-up collar and rolled-up sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man turning a rustic bamboo skewer of barbecued meat with fat and lean pieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a drop of melting fat sizzle on the blazing charcoal and release bright orange sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from an upward angle with handheld macro tracking?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02636384405195713 + ], + "opposite_logprob_tokens": [ + -3.6513638496398926 + ], + "logprob_reward": -0.02636384405195713, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02636384405195713, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18332840502262115, + 0.3118828535079956, + 0.20312006771564484, + 0.023086756467819214, + 0.023655565455555916, + 0.01579422317445278, + 0.10266581177711487, + 0.04186233505606651, + 0.047676362097263336, + 0.04692767560482025 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.02636384405195713 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a middle-aged man with short black hair streaked with silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark gray linen shirt with a stand-up collar and rolled-up sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man turning a rustic bamboo skewer of barbecued meat with fat and lean pieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a drop of melting fat sizzle on the blazing charcoal and release bright orange sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from an upward angle with handheld macro tracking?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012552540749311447 + ], + "opposite_logprob_tokens": [ + -4.387552738189697 + ], + "logprob_reward": -0.012552540749311447, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012552540749311447, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23637083172798157, + 0.057178810238838196, + 0.15827034413814545, + 0.04760817810893059, + 0.04043465107679367, + 0.07405049353837967, + 0.08491714298725128, + 0.03814170882105827, + 0.07297854870557785, + 0.19004938006401062 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.012552540749311447 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a middle-aged man with short black hair streaked with silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark gray linen shirt with a stand-up collar and rolled-up sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man turning a rustic bamboo skewer of barbecued meat with fat and lean pieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a drop of melting fat sizzle on the blazing charcoal and release bright orange sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from an upward angle with handheld macro tracking?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014203174039721489 + ], + "opposite_logprob_tokens": [ + -4.264203071594238 + ], + "logprob_reward": -0.014203174039721489, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014203174039721489, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36762523651123047, + 0.035818152129650116, + 0.21052932739257812, + 0.06107110157608986, + 0.06476825475692749, + 0.059245359152555466, + 0.022918812930583954, + 0.07828165590763092, + 0.024586401879787445, + 0.07515563815832138 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.014203174039721489 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a middle-aged man with short black hair streaked with silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark gray linen shirt with a stand-up collar and rolled-up sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man turning a rustic bamboo skewer of barbecued meat with fat and lean pieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a drop of melting fat sizzle on the blazing charcoal and release bright orange sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from an upward angle with handheld macro tracking?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10031236708164215 + ], + "opposite_logprob_tokens": [ + -2.3503124713897705 + ], + "logprob_reward": -0.10031236708164215, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10031236708164215, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36624690890312195, + 0.08878913521766663, + 0.060982272028923035, + 0.03876259922981262, + 0.044795431196689606, + 0.0662429928779602, + 0.16043664515018463, + 0.06023259460926056, + 0.062036704272031784, + 0.051474664360284805 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.10031236708164215 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up shot from an upward angle, captured with handheld macro tracking, closely follows the face of a reclusive master. He is a middle-aged man with sharp features, his meticulously short black hair streaked with premature silver. His deep eyes, illuminated by the dancing firelight, appear exceptionally focused. He wears a dark gray linen shirt with a stand-up collar, the sleeves casually rolled up to his forearms, revealing his sturdy, veined wrists. The camera pans slightly as he follows his steady, precise movements as he carefully turns a rustic bamboo skewer of barbecued meat, its fat and lean pieces grilled to an alluring caramel color, the surface shimmering with oil. Under the glowing coals below, a large lump of fat melts at a visible speed, eventually coalescing into a single drop of scalding fat. This dripping drop, sizzling upon contact with the blazing charcoal, releases a burst of bright orange sparks. The entire picture is dominated by the only light source provided by the charcoal fire. The warm orange-red light carves out deep light and shadow on his face, creating an atmosphere of concentration, tranquility and inner strength, perfectly integrating the mystery of modern martial arts with the most primitive cooking flavor.", + "seed": 5973, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_3/index_5110_seed_5973_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08799558039754629, + "vlm_logprob": -0.08799558039754629, + "vlm_yes_no_margin": 3.125, + "vlm_token_credit": -0.08799558039754629, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a middle-aged man with short black hair streaked with silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark gray linen shirt with a stand-up collar and rolled-up sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man turning a rustic bamboo skewer of barbecued meat with fat and lean pieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a drop of melting fat sizzle on the blazing charcoal and release bright orange sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from an upward angle with handheld macro tracking?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25359389185905457 + ], + "opposite_logprob_tokens": [ + -1.503593921661377 + ], + "logprob_reward": -0.25359389185905457, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25359389185905457, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1506558358669281, + 0.028450291603803635, + 0.09877517074346542, + 0.026060083881020546, + 0.05500013753771782, + 0.024879081174731255, + 0.3332390785217285, + 0.040396593511104584, + 0.021228481084108353, + 0.2213151901960373 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.25359389185905457 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a middle-aged man with short black hair streaked with silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark gray linen shirt with a stand-up collar and rolled-up sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man turning a rustic bamboo skewer of barbecued meat with fat and lean pieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a drop of melting fat sizzle on the blazing charcoal and release bright orange sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from an upward angle with handheld macro tracking?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038137808442115784 + ], + "opposite_logprob_tokens": [ + -3.288137912750244 + ], + "logprob_reward": -0.038137808442115784, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038137808442115784, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28269121050834656, + 0.03235604986548424, + 0.13347718119621277, + 0.01976662501692772, + 0.027967220172286034, + 0.042806804180145264, + 0.2155442088842392, + 0.06634353846311569, + 0.026190629228949547, + 0.1528565138578415 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.038137808442115784 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a middle-aged man with short black hair streaked with silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark gray linen shirt with a stand-up collar and rolled-up sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man turning a rustic bamboo skewer of barbecued meat with fat and lean pieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a drop of melting fat sizzle on the blazing charcoal and release bright orange sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from an upward angle with handheld macro tracking?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012550421990454197 + ], + "opposite_logprob_tokens": [ + -4.387550354003906 + ], + "logprob_reward": -0.012550421990454197, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012550421990454197, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15019752085208893, + 0.025728965178132057, + 0.13722139596939087, + 0.026615839451551437, + 0.037541117519140244, + 0.028758937492966652, + 0.4296174645423889, + 0.030599933117628098, + 0.04676024615764618, + 0.08695859462022781 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.012550421990454197 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a middle-aged man with short black hair streaked with silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark gray linen shirt with a stand-up collar and rolled-up sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man turning a rustic bamboo skewer of barbecued meat with fat and lean pieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a drop of melting fat sizzle on the blazing charcoal and release bright orange sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from an upward angle with handheld macro tracking?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008643949404358864 + ], + "opposite_logprob_tokens": [ + -4.758644104003906 + ], + "logprob_reward": -0.008643949404358864, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008643949404358864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2510441243648529, + 0.08592545241117477, + 0.06408871710300446, + 0.06834141165018082, + 0.04667706787586212, + 0.08015476167201996, + 0.21933171153068542, + 0.10144513100385666, + 0.028523417189717293, + 0.05446812883019447 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.008643949404358864 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a middle-aged man with short black hair streaked with silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark gray linen shirt with a stand-up collar and rolled-up sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man turning a rustic bamboo skewer of barbecued meat with fat and lean pieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a drop of melting fat sizzle on the blazing charcoal and release bright orange sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from an upward angle with handheld macro tracking?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12705183029174805 + ], + "opposite_logprob_tokens": [ + -2.127051830291748 + ], + "logprob_reward": -0.12705183029174805, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12705183029174805, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3778838515281677, + 0.04003268480300903, + 0.1730376034975052, + 0.05770096927881241, + 0.0573706291615963, + 0.03106791153550148, + 0.14939017593860626, + 0.04533935710787773, + 0.018624691292643547, + 0.049552083015441895 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.12705183029174805 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up shot from an upward angle, captured with handheld macro tracking, closely follows the face of a reclusive master. He is a middle-aged man with sharp features, his meticulously short black hair streaked with premature silver. His deep eyes, illuminated by the dancing firelight, appear exceptionally focused. He wears a dark gray linen shirt with a stand-up collar, the sleeves casually rolled up to his forearms, revealing his sturdy, veined wrists. The camera pans slightly as he follows his steady, precise movements as he carefully turns a rustic bamboo skewer of barbecued meat, its fat and lean pieces grilled to an alluring caramel color, the surface shimmering with oil. Under the glowing coals below, a large lump of fat melts at a visible speed, eventually coalescing into a single drop of scalding fat. This dripping drop, sizzling upon contact with the blazing charcoal, releases a burst of bright orange sparks. The entire picture is dominated by the only light source provided by the charcoal fire. The warm orange-red light carves out deep light and shadow on his face, creating an atmosphere of concentration, tranquility and inner strength, perfectly integrating the mystery of modern martial arts with the most primitive cooking flavor.", + "seed": 5974, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_3/index_5110_seed_5974_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.035385862179100516, + "vlm_logprob": -0.035385862179100516, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.035385862179100516, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a middle-aged man with short black hair streaked with silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark gray linen shirt with a stand-up collar and rolled-up sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man turning a rustic bamboo skewer of barbecued meat with fat and lean pieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a drop of melting fat sizzle on the blazing charcoal and release bright orange sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from an upward angle with handheld macro tracking?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03851950168609619 + ], + "opposite_logprob_tokens": [ + -3.2885193824768066 + ], + "logprob_reward": -0.03851950168609619, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03851950168609619, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18010638654232025, + 0.06950569897890091, + 0.0941474661231041, + 0.058401964604854584, + 0.03461218997836113, + 0.08312712609767914, + 0.0833747610449791, + 0.21441364288330078, + 0.07151192426681519, + 0.1107988953590393 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.03851950168609619 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a middle-aged man with short black hair streaked with silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark gray linen shirt with a stand-up collar and rolled-up sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man turning a rustic bamboo skewer of barbecued meat with fat and lean pieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a drop of melting fat sizzle on the blazing charcoal and release bright orange sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from an upward angle with handheld macro tracking?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038115546107292175 + ], + "opposite_logprob_tokens": [ + -3.2881155014038086 + ], + "logprob_reward": -0.038115546107292175, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038115546107292175, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12792164087295532, + 0.038390617817640305, + 0.08267354965209961, + 0.042880136519670486, + 0.03438975289463997, + 0.0965162068605423, + 0.12818272411823273, + 0.3259425163269043, + 0.05487888678908348, + 0.06822401285171509 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.038115546107292175 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a middle-aged man with short black hair streaked with silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark gray linen shirt with a stand-up collar and rolled-up sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man turning a rustic bamboo skewer of barbecued meat with fat and lean pieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a drop of melting fat sizzle on the blazing charcoal and release bright orange sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from an upward angle with handheld macro tracking?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016081858426332474 + ], + "opposite_logprob_tokens": [ + -4.141081809997559 + ], + "logprob_reward": -0.016081858426332474, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016081858426332474, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1873127967119217, + 0.09619693458080292, + 0.15779957175254822, + 0.07932327687740326, + 0.05965727940201759, + 0.08749405294656754, + 0.06515540182590485, + 0.1190556213259697, + 0.04067894071340561, + 0.10732606798410416 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.016081858426332474 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a middle-aged man with short black hair streaked with silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark gray linen shirt with a stand-up collar and rolled-up sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man turning a rustic bamboo skewer of barbecued meat with fat and lean pieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a drop of melting fat sizzle on the blazing charcoal and release bright orange sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from an upward angle with handheld macro tracking?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01419647503644228 + ], + "opposite_logprob_tokens": [ + -4.264196395874023 + ], + "logprob_reward": -0.01419647503644228, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01419647503644228, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12321924418210983, + 0.07336235791444778, + 0.4102654457092285, + 0.10716980695724487, + 0.0327024944126606, + 0.03904016688466072, + 0.046607792377471924, + 0.039524972438812256, + 0.026304487138986588, + 0.10180319100618362 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.01419647503644228 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a middle-aged man with short black hair streaked with silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark gray linen shirt with a stand-up collar and rolled-up sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man turning a rustic bamboo skewer of barbecued meat with fat and lean pieces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a drop of melting fat sizzle on the blazing charcoal and release bright orange sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from an upward angle with handheld macro tracking?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001592963933945 + ], + "opposite_logprob_tokens": [ + -2.6950159072875977 + ], + "logprob_reward": -0.07001592963933945, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001592963933945, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1783822476863861, + 0.0756097361445427, + 0.060768019407987595, + 0.04264790192246437, + 0.07039231806993484, + 0.13202431797981262, + 0.0252070315182209, + 0.15452615916728973, + 0.1832924336194992, + 0.0771498829126358 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.07001592963933945 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_4/index_tensor([682, 682])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_4/index_tensor([682, 682])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..52cc06a167e90a6797b9ad21f156604a93ae16a6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_4/index_tensor([682, 682])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Told from a tense first-person perspective, the scene unfolds in a dimly lit, cavernous underground parking garage, the air thick with the smell of damp concrete and exhaust fumes. The camera, mimicking a sudden head turn, suddenly pans to the left, revealing a man in a fitted black tactical jacket and dark overalls emerging from behind a massive concrete pillar and suddenly appearing on the periphery of the frame. He has short black hair and a serious, focused expression, still partially cloaked in shadow. Before taking a comprehensive assessment, the camera deliberately pans to the right, its movement smooth and controlled, to track a second figure as they walk steadily and purposefully from the depths of the garage toward the center of the screen. The man wears a simple white shirt over a charcoal gray, single-breasted wool coat, his hands tucked into his pockets. Harsh fluorescent lights flicker from the low ceiling, casting long, distorted shadows that dance across the grimy floor, shimmering with scattered puddles. The dominant color palette is a cool, desaturated mix of gray, black, and a sickly yellow-white overhead lighting, creating a palpable atmosphere of suspense and unspoken purpose as the two figures converge.", + "seed": 1734, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_4/index_682_seed_1734_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.019185289414599536, + "vlm_logprob": -0.019185289414599536, + "vlm_yes_no_margin": 4.475, + "vlm_token_credit": -0.019185289414599536, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, cavernous underground parking garage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan suddenly to the left to reveal a man in a black tactical jacket and dark overalls emerging from behind a concrete pillar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera then pan smoothly to the right to track a second figure wearing a white shirt and charcoal gray wool coat walking toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are harsh fluorescent lights visible on the low ceiling casting long, distorted shadows across the floor with scattered puddles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the dominant color palette a cool, desaturated mix of gray, black, and sickly yellow-white lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.049963925033807755 + ], + "opposite_logprob_tokens": [ + -3.04996395111084 + ], + "logprob_reward": -0.049963925033807755, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.049963925033807755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04261423274874687, + 0.026499425992369652, + 0.1826251745223999, + 0.10659338533878326, + 0.09505382925271988, + 0.03625740855932236, + 0.05109809339046478, + 0.06793758273124695, + 0.35234689712524414, + 0.03897400200366974 + ], + "top_frames": [ + 8, + 2, + 3 + ], + "selected_reward": -0.049963925033807755 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, cavernous underground parking garage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan suddenly to the left to reveal a man in a black tactical jacket and dark overalls emerging from behind a concrete pillar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera then pan smoothly to the right to track a second figure wearing a white shirt and charcoal gray wool coat walking toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are harsh fluorescent lights visible on the low ceiling casting long, distorted shadows across the floor with scattered puddles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the dominant color palette a cool, desaturated mix of gray, black, and sickly yellow-white lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023316141217947006 + ], + "opposite_logprob_tokens": [ + -3.7733161449432373 + ], + "logprob_reward": -0.023316141217947006, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023316141217947006, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06726677715778351, + 0.06570874154567719, + 0.06291109323501587, + 0.13773447275161743, + 0.05330675095319748, + 0.08975330740213394, + 0.15286141633987427, + 0.22139577567577362, + 0.09811002761125565, + 0.05095161497592926 + ], + "top_frames": [ + 7, + 6, + 3 + ], + "selected_reward": -0.023316141217947006 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, cavernous underground parking garage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan suddenly to the left to reveal a man in a black tactical jacket and dark overalls emerging from behind a concrete pillar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera then pan smoothly to the right to track a second figure wearing a white shirt and charcoal gray wool coat walking toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are harsh fluorescent lights visible on the low ceiling casting long, distorted shadows across the floor with scattered puddles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the dominant color palette a cool, desaturated mix of gray, black, and sickly yellow-white lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014196357689797878 + ], + "opposite_logprob_tokens": [ + -4.264196395874023 + ], + "logprob_reward": -0.014196357689797878, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014196357689797878, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10297341644763947, + 0.06397556513547897, + 0.07321655005216599, + 0.08511894196271896, + 0.04974920675158501, + 0.06385277211666107, + 0.09634115546941757, + 0.2226528525352478, + 0.1344975084066391, + 0.10762204229831696 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.014196357689797878 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, cavernous underground parking garage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan suddenly to the left to reveal a man in a black tactical jacket and dark overalls emerging from behind a concrete pillar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera then pan smoothly to the right to track a second figure wearing a white shirt and charcoal gray wool coat walking toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are harsh fluorescent lights visible on the low ceiling casting long, distorted shadows across the floor with scattered puddles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the dominant color palette a cool, desaturated mix of gray, black, and sickly yellow-white lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006735952105373144 + ], + "opposite_logprob_tokens": [ + -5.006735801696777 + ], + "logprob_reward": -0.006735952105373144, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006735952105373144, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05454562231898308, + 0.027886871248483658, + 0.178192600607872, + 0.0621679350733757, + 0.07172344624996185, + 0.036321453750133514, + 0.12156160920858383, + 0.06840186566114426, + 0.3416568338871002, + 0.03754172474145889 + ], + "top_frames": [ + 8, + 2, + 6 + ], + "selected_reward": -0.006735952105373144 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, cavernous underground parking garage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan suddenly to the left to reveal a man in a black tactical jacket and dark overalls emerging from behind a concrete pillar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera then pan smoothly to the right to track a second figure wearing a white shirt and charcoal gray wool coat walking toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are harsh fluorescent lights visible on the low ceiling casting long, distorted shadows across the floor with scattered puddles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the dominant color palette a cool, desaturated mix of gray, black, and sickly yellow-white lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001714071026071906 + ], + "opposite_logprob_tokens": [ + -6.37671422958374 + ], + "logprob_reward": -0.001714071026071906, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.001714071026071906, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1180848777294159, + 0.047928906977176666, + 0.18648619949817657, + 0.1428266167640686, + 0.09044567495584488, + 0.027466434985399246, + 0.05943305417895317, + 0.06004072725772858, + 0.21827872097492218, + 0.049008809030056 + ], + "top_frames": [ + 8, + 2, + 3 + ], + "selected_reward": -0.001714071026071906 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Told from a tense first-person perspective, the scene unfolds in a dimly lit, cavernous underground parking garage, the air thick with the smell of damp concrete and exhaust fumes. The camera, mimicking a sudden head turn, suddenly pans to the left, revealing a man in a fitted black tactical jacket and dark overalls emerging from behind a massive concrete pillar and suddenly appearing on the periphery of the frame. He has short black hair and a serious, focused expression, still partially cloaked in shadow. Before taking a comprehensive assessment, the camera deliberately pans to the right, its movement smooth and controlled, to track a second figure as they walk steadily and purposefully from the depths of the garage toward the center of the screen. The man wears a simple white shirt over a charcoal gray, single-breasted wool coat, his hands tucked into his pockets. Harsh fluorescent lights flicker from the low ceiling, casting long, distorted shadows that dance across the grimy floor, shimmering with scattered puddles. The dominant color palette is a cool, desaturated mix of gray, black, and a sickly yellow-white overhead lighting, creating a palpable atmosphere of suspense and unspoken purpose as the two figures converge.", + "seed": 1735, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_4/index_682_seed_1735_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.011554690520279109, + "vlm_logprob": -0.011554690520279109, + "vlm_yes_no_margin": 4.925, + "vlm_token_credit": -0.011554690520279109, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, cavernous underground parking garage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan suddenly to the left to reveal a man in a black tactical jacket and dark overalls emerging from behind a concrete pillar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera then pan smoothly to the right to track a second figure wearing a white shirt and charcoal gray wool coat walking toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are harsh fluorescent lights visible on the low ceiling casting long, distorted shadows across the floor with scattered puddles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the dominant color palette a cool, desaturated mix of gray, black, and sickly yellow-white lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.017399759963154793 + ], + "opposite_logprob_tokens": [ + -4.142399787902832 + ], + "logprob_reward": -0.017399759963154793, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.017399759963154793, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06230880692601204, + 0.041531216353178024, + 0.07581911236047745, + 0.09120325744152069, + 0.2816067039966583, + 0.20996949076652527, + 0.08587101846933365, + 0.0923757404088974, + 0.020061301067471504, + 0.03925333172082901 + ], + "top_frames": [ + 4, + 5, + 7 + ], + "selected_reward": -0.017399759963154793 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, cavernous underground parking garage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan suddenly to the left to reveal a man in a black tactical jacket and dark overalls emerging from behind a concrete pillar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera then pan smoothly to the right to track a second figure wearing a white shirt and charcoal gray wool coat walking toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are harsh fluorescent lights visible on the low ceiling casting long, distorted shadows across the floor with scattered puddles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the dominant color palette a cool, desaturated mix of gray, black, and sickly yellow-white lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02330962009727955 + ], + "opposite_logprob_tokens": [ + -3.7733097076416016 + ], + "logprob_reward": -0.02330962009727955, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02330962009727955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06145738437771797, + 0.028542323037981987, + 0.05084022134542465, + 0.025590840727090836, + 0.6259686946868896, + 0.045128125697374344, + 0.04735124856233597, + 0.01773476041853428, + 0.07472855597734451, + 0.02265787683427334 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.02330962009727955 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, cavernous underground parking garage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan suddenly to the left to reveal a man in a black tactical jacket and dark overalls emerging from behind a concrete pillar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera then pan smoothly to the right to track a second figure wearing a white shirt and charcoal gray wool coat walking toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are harsh fluorescent lights visible on the low ceiling casting long, distorted shadows across the floor with scattered puddles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the dominant color palette a cool, desaturated mix of gray, black, and sickly yellow-white lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012536177411675453 + ], + "opposite_logprob_tokens": [ + -4.38753604888916 + ], + "logprob_reward": -0.012536177411675453, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012536177411675453, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09254062175750732, + 0.04284635931253433, + 0.042361851781606674, + 0.048876821994781494, + 0.1344534307718277, + 0.27097809314727783, + 0.07988585531711578, + 0.06776987016201019, + 0.17640657722949982, + 0.043880563229322433 + ], + "top_frames": [ + 5, + 8, + 4 + ], + "selected_reward": -0.012536177411675453 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, cavernous underground parking garage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan suddenly to the left to reveal a man in a black tactical jacket and dark overalls emerging from behind a concrete pillar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera then pan smoothly to the right to track a second figure wearing a white shirt and charcoal gray wool coat walking toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are harsh fluorescent lights visible on the low ceiling casting long, distorted shadows across the floor with scattered puddles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the dominant color palette a cool, desaturated mix of gray, black, and sickly yellow-white lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031916177831590176 + ], + "opposite_logprob_tokens": [ + -5.7531914710998535 + ], + "logprob_reward": -0.0031916177831590176, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031916177831590176, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05092160403728485, + 0.024889379739761353, + 0.04159804433584213, + 0.057425543665885925, + 0.4188699424266815, + 0.215428426861763, + 0.05654222518205643, + 0.06155012175440788, + 0.05472709611058235, + 0.018047600984573364 + ], + "top_frames": [ + 4, + 5, + 7 + ], + "selected_reward": -0.0031916177831590176 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, cavernous underground parking garage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan suddenly to the left to reveal a man in a black tactical jacket and dark overalls emerging from behind a concrete pillar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera then pan smoothly to the right to track a second figure wearing a white shirt and charcoal gray wool coat walking toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are harsh fluorescent lights visible on the low ceiling casting long, distorted shadows across the floor with scattered puddles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the dominant color palette a cool, desaturated mix of gray, black, and sickly yellow-white lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013362773461267352 + ], + "opposite_logprob_tokens": [ + -6.626336097717285 + ], + "logprob_reward": -0.0013362773461267352, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013362773461267352, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15032222867012024, + 0.04502859711647034, + 0.04760351777076721, + 0.1193101704120636, + 0.05543730407953262, + 0.30277273058891296, + 0.0665748119354248, + 0.07378992438316345, + 0.07514680176973343, + 0.06401386111974716 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.0013362773461267352 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Told from a tense first-person perspective, the scene unfolds in a dimly lit, cavernous underground parking garage, the air thick with the smell of damp concrete and exhaust fumes. The camera, mimicking a sudden head turn, suddenly pans to the left, revealing a man in a fitted black tactical jacket and dark overalls emerging from behind a massive concrete pillar and suddenly appearing on the periphery of the frame. He has short black hair and a serious, focused expression, still partially cloaked in shadow. Before taking a comprehensive assessment, the camera deliberately pans to the right, its movement smooth and controlled, to track a second figure as they walk steadily and purposefully from the depths of the garage toward the center of the screen. The man wears a simple white shirt over a charcoal gray, single-breasted wool coat, his hands tucked into his pockets. Harsh fluorescent lights flicker from the low ceiling, casting long, distorted shadows that dance across the grimy floor, shimmering with scattered puddles. The dominant color palette is a cool, desaturated mix of gray, black, and a sickly yellow-white overhead lighting, creating a palpable atmosphere of suspense and unspoken purpose as the two figures converge.", + "seed": 1736, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_4/index_682_seed_1736_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.17022393709048628, + "vlm_logprob": -0.17022393709048628, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.17022393709048628, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, cavernous underground parking garage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan suddenly to the left to reveal a man in a black tactical jacket and dark overalls emerging from behind a concrete pillar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera then pan smoothly to the right to track a second figure wearing a white shirt and charcoal gray wool coat walking toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are harsh fluorescent lights visible on the low ceiling casting long, distorted shadows across the floor with scattered puddles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the dominant color palette a cool, desaturated mix of gray, black, and sickly yellow-white lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7585501670837402 + ], + "opposite_logprob_tokens": [ + -0.6335501670837402 + ], + "logprob_reward": -0.7585501670837402, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7585501670837402, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.22076523303985596, + 0.058554500341415405, + 0.06543199717998505, + 0.1143752709031105, + 0.06080722063779831, + 0.19213788211345673, + 0.03842577338218689, + 0.07047302275896072, + 0.12230195105075836, + 0.05672713741660118 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.7585501670837402 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, cavernous underground parking garage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan suddenly to the left to reveal a man in a black tactical jacket and dark overalls emerging from behind a concrete pillar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera then pan smoothly to the right to track a second figure wearing a white shirt and charcoal gray wool coat walking toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are harsh fluorescent lights visible on the low ceiling casting long, distorted shadows across the floor with scattered puddles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the dominant color palette a cool, desaturated mix of gray, black, and sickly yellow-white lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0549841970205307 + ], + "opposite_logprob_tokens": [ + -2.9299840927124023 + ], + "logprob_reward": -0.0549841970205307, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.0549841970205307, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.056989725679159164, + 0.09855883568525314, + 0.06432422995567322, + 0.07849724590778351, + 0.04143952950835228, + 0.13302913308143616, + 0.09416009485721588, + 0.05812840908765793, + 0.27596160769462585, + 0.09891112893819809 + ], + "top_frames": [ + 8, + 5, + 9 + ], + "selected_reward": -0.0549841970205307 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, cavernous underground parking garage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan suddenly to the left to reveal a man in a black tactical jacket and dark overalls emerging from behind a concrete pillar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera then pan smoothly to the right to track a second figure wearing a white shirt and charcoal gray wool coat walking toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are harsh fluorescent lights visible on the low ceiling casting long, distorted shadows across the floor with scattered puddles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the dominant color palette a cool, desaturated mix of gray, black, and sickly yellow-white lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026340389624238014 + ], + "opposite_logprob_tokens": [ + -3.6513404846191406 + ], + "logprob_reward": -0.026340389624238014, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026340389624238014, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13287396728992462, + 0.03197665140032768, + 0.016548702493309975, + 0.03612660989165306, + 0.039182957261800766, + 0.03782397508621216, + 0.06937821954488754, + 0.036239344626665115, + 0.5154086947441101, + 0.08444086462259293 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.026340389624238014 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, cavernous underground parking garage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan suddenly to the left to reveal a man in a black tactical jacket and dark overalls emerging from behind a concrete pillar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera then pan smoothly to the right to track a second figure wearing a white shirt and charcoal gray wool coat walking toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are harsh fluorescent lights visible on the low ceiling casting long, distorted shadows across the floor with scattered puddles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the dominant color palette a cool, desaturated mix of gray, black, and sickly yellow-white lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007630014326423407 + ], + "opposite_logprob_tokens": [ + -4.882629871368408 + ], + "logprob_reward": -0.007630014326423407, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007630014326423407, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13481493294239044, + 0.07453563809394836, + 0.07781262695789337, + 0.10778360068798065, + 0.07502664625644684, + 0.15456070005893707, + 0.05285422503948212, + 0.07389656454324722, + 0.17096534371376038, + 0.07774971425533295 + ], + "top_frames": [ + 8, + 5, + 0 + ], + "selected_reward": -0.007630014326423407 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, cavernous underground parking garage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan suddenly to the left to reveal a man in a black tactical jacket and dark overalls emerging from behind a concrete pillar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera then pan smoothly to the right to track a second figure wearing a white shirt and charcoal gray wool coat walking toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are harsh fluorescent lights visible on the low ceiling casting long, distorted shadows across the floor with scattered puddles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the dominant color palette a cool, desaturated mix of gray, black, and sickly yellow-white lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036149173974990845 + ], + "opposite_logprob_tokens": [ + -5.628614902496338 + ], + "logprob_reward": -0.0036149173974990845, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036149173974990845, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2835710346698761, + 0.08269313722848892, + 0.04871409758925438, + 0.08454692363739014, + 0.03716227412223816, + 0.12393368035554886, + 0.0316728875041008, + 0.04928605258464813, + 0.17042532563209534, + 0.08799448609352112 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.0036149173974990845 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Told from a tense first-person perspective, the scene unfolds in a dimly lit, cavernous underground parking garage, the air thick with the smell of damp concrete and exhaust fumes. The camera, mimicking a sudden head turn, suddenly pans to the left, revealing a man in a fitted black tactical jacket and dark overalls emerging from behind a massive concrete pillar and suddenly appearing on the periphery of the frame. He has short black hair and a serious, focused expression, still partially cloaked in shadow. Before taking a comprehensive assessment, the camera deliberately pans to the right, its movement smooth and controlled, to track a second figure as they walk steadily and purposefully from the depths of the garage toward the center of the screen. The man wears a simple white shirt over a charcoal gray, single-breasted wool coat, his hands tucked into his pockets. Harsh fluorescent lights flicker from the low ceiling, casting long, distorted shadows that dance across the grimy floor, shimmering with scattered puddles. The dominant color palette is a cool, desaturated mix of gray, black, and a sickly yellow-white overhead lighting, creating a palpable atmosphere of suspense and unspoken purpose as the two figures converge.", + "seed": 1737, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_4/index_682_seed_1737_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02613931745290756, + "vlm_logprob": -0.02613931745290756, + "vlm_yes_no_margin": 4.225, + "vlm_token_credit": -0.02613931745290756, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, cavernous underground parking garage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan suddenly to the left to reveal a man in a black tactical jacket and dark overalls emerging from behind a concrete pillar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera then pan smoothly to the right to track a second figure wearing a white shirt and charcoal gray wool coat walking toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are harsh fluorescent lights visible on the low ceiling casting long, distorted shadows across the floor with scattered puddles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the dominant color palette a cool, desaturated mix of gray, black, and sickly yellow-white lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.050141945481300354 + ], + "opposite_logprob_tokens": [ + -3.0501420497894287 + ], + "logprob_reward": -0.050141945481300354, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.050141945481300354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30961179733276367, + 0.07605381309986115, + 0.03947064280509949, + 0.07040078192949295, + 0.13087047636508942, + 0.1686997264623642, + 0.04689433053135872, + 0.03308152034878731, + 0.07120637595653534, + 0.05371053144335747 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.050141945481300354 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, cavernous underground parking garage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan suddenly to the left to reveal a man in a black tactical jacket and dark overalls emerging from behind a concrete pillar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera then pan smoothly to the right to track a second figure wearing a white shirt and charcoal gray wool coat walking toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are harsh fluorescent lights visible on the low ceiling casting long, distorted shadows across the floor with scattered puddles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the dominant color palette a cool, desaturated mix of gray, black, and sickly yellow-white lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029827363789081573 + ], + "opposite_logprob_tokens": [ + -3.529827356338501 + ], + "logprob_reward": -0.029827363789081573, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029827363789081573, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.200839102268219, + 0.10369108617305756, + 0.061759401112794876, + 0.15361425280570984, + 0.07244427502155304, + 0.15190374851226807, + 0.06031840667128563, + 0.037889935076236725, + 0.07846322655677795, + 0.0790766105055809 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.029827363789081573 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, cavernous underground parking garage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan suddenly to the left to reveal a man in a black tactical jacket and dark overalls emerging from behind a concrete pillar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera then pan smoothly to the right to track a second figure wearing a white shirt and charcoal gray wool coat walking toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are harsh fluorescent lights visible on the low ceiling casting long, distorted shadows across the floor with scattered puddles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the dominant color palette a cool, desaturated mix of gray, black, and sickly yellow-white lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306225851178169 + ], + "opposite_logprob_tokens": [ + -3.168062210083008 + ], + "logprob_reward": -0.04306225851178169, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306225851178169, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3799807131290436, + 0.09450662136077881, + 0.04367578774690628, + 0.05663345381617546, + 0.06954469531774521, + 0.11704990267753601, + 0.07802901417016983, + 0.05399877205491066, + 0.05423065647482872, + 0.05235042795538902 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.04306225851178169 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, cavernous underground parking garage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan suddenly to the left to reveal a man in a black tactical jacket and dark overalls emerging from behind a concrete pillar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera then pan smoothly to the right to track a second figure wearing a white shirt and charcoal gray wool coat walking toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are harsh fluorescent lights visible on the low ceiling casting long, distorted shadows across the floor with scattered puddles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the dominant color palette a cool, desaturated mix of gray, black, and sickly yellow-white lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005950829479843378 + ], + "opposite_logprob_tokens": [ + -5.130950927734375 + ], + "logprob_reward": -0.005950829479843378, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005950829479843378, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3412874639034271, + 0.05909203365445137, + 0.058603979647159576, + 0.12480328232049942, + 0.06307955086231232, + 0.1707361489534378, + 0.052665792405605316, + 0.02247094176709652, + 0.06042465940117836, + 0.04683617129921913 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.005950829479843378 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, cavernous underground parking garage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan suddenly to the left to reveal a man in a black tactical jacket and dark overalls emerging from behind a concrete pillar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera then pan smoothly to the right to track a second figure wearing a white shirt and charcoal gray wool coat walking toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are harsh fluorescent lights visible on the low ceiling casting long, distorted shadows across the floor with scattered puddles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the dominant color palette a cool, desaturated mix of gray, black, and sickly yellow-white lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017141900025308132 + ], + "opposite_logprob_tokens": [ + -6.37671422958374 + ], + "logprob_reward": -0.0017141900025308132, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017141900025308132, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4783995449542999, + 0.10809636116027832, + 0.04937724396586418, + 0.0710737481713295, + 0.10321575403213501, + 0.041085489094257355, + 0.028409887105226517, + 0.027441130951046944, + 0.023563992232084274, + 0.0693369135260582 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.0017141900025308132 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_5/index_tensor([4293, 4293])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_5/index_tensor([4293, 4293])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..bbcc90fb1e5c7a06c2f098f971000a054e2eebdd --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_5/index_tensor([4293, 4293])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "From a perfectly stationary, high-angle, bird's-eye view, the camera gazes directly down at a lone warrior, positioned at the absolute center of a vast circular podium clad in weathered, dark gray stone. Clad in an intricate suit of gleaming steel plate armor, the warrior spins rapidly and continuously with controlled, powerful grace. The glaring sunlight overhead glints off the polished metal of their helmets and shields. As they spin, their vast crimson cloaks billow, catching the air in a perfect, swirling vortex of fabric that veils their bodies, mimicking a blooming war rose. The heavy fabric ripples and folds over itself, its rich color creating dramatic splashes against the muted tones of the ancient stone. The surrounding environment is a desolate, sun-scorched wasteland of cracked ochre earth stretching to a hazy horizon, intensifying the atmosphere of epic solitude and concentrated, mystical energy.", + "seed": 18145, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_5/index_4293_seed_18145_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.047581540420651436, + "vlm_logprob": -0.047581540420651436, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.047581540420651436, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high-angle, bird's-eye view looking directly down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone warrior clad in gleaming steel plate armor positioned at the center of a vast circular podium made of weathered dark gray stone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior spinning rapidly and continuously while wearing a vast crimson cloak that billows in a swirling vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a desolate, sun-scorched wasteland of cracked ochre earth stretching to a hazy horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the glaring sunlight overhead create visible glints on the polished metal of the warrior's helmets and shields?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09137625992298126 + ], + "opposite_logprob_tokens": [ + -2.466376304626465 + ], + "logprob_reward": -0.09137625992298126, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09137625992298126, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5142369866371155, + 0.09264174848794937, + 0.0738888829946518, + 0.0832606703042984, + 0.033128149807453156, + 0.05072871595621109, + 0.04633718729019165, + 0.027178462594747543, + 0.06115330755710602, + 0.017445897683501244 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.09137625992298126 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high-angle, bird's-eye view looking directly down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone warrior clad in gleaming steel plate armor positioned at the center of a vast circular podium made of weathered dark gray stone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior spinning rapidly and continuously while wearing a vast crimson cloak that billows in a swirling vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a desolate, sun-scorched wasteland of cracked ochre earth stretching to a hazy horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the glaring sunlight overhead create visible glints on the polished metal of the warrior's helmets and shields?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048662953078746796 + ], + "opposite_logprob_tokens": [ + -3.0486629009246826 + ], + "logprob_reward": -0.048662953078746796, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048662953078746796, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2957708239555359, + 0.33335649967193604, + 0.047983318567276, + 0.11804474890232086, + 0.061423033475875854, + 0.03333429992198944, + 0.03910675644874573, + 0.035930391401052475, + 0.020696870982646942, + 0.014353287406265736 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.048662953078746796 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high-angle, bird's-eye view looking directly down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone warrior clad in gleaming steel plate armor positioned at the center of a vast circular podium made of weathered dark gray stone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior spinning rapidly and continuously while wearing a vast crimson cloak that billows in a swirling vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a desolate, sun-scorched wasteland of cracked ochre earth stretching to a hazy horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the glaring sunlight overhead create visible glints on the polished metal of the warrior's helmets and shields?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012546537443995476 + ], + "opposite_logprob_tokens": [ + -4.387546539306641 + ], + "logprob_reward": -0.012546537443995476, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012546537443995476, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2985672652721405, + 0.18340858817100525, + 0.04385366663336754, + 0.09088913351297379, + 0.06698982417583466, + 0.03885361924767494, + 0.08820745348930359, + 0.05774214118719101, + 0.09501080960035324, + 0.03647749125957489 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.012546537443995476 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high-angle, bird's-eye view looking directly down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone warrior clad in gleaming steel plate armor positioned at the center of a vast circular podium made of weathered dark gray stone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior spinning rapidly and continuously while wearing a vast crimson cloak that billows in a swirling vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a desolate, sun-scorched wasteland of cracked ochre earth stretching to a hazy horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the glaring sunlight overhead create visible glints on the polished metal of the warrior's helmets and shields?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02328341454267502 + ], + "opposite_logprob_tokens": [ + -3.7732834815979004 + ], + "logprob_reward": -0.02328341454267502, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02328341454267502, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32476240396499634, + 0.25910651683807373, + 0.12041380256414413, + 0.07096264511346817, + 0.017097314819693565, + 0.03366899490356445, + 0.0318388007581234, + 0.09028076380491257, + 0.023148484528064728, + 0.028720233589410782 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.02328341454267502 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high-angle, bird's-eye view looking directly down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone warrior clad in gleaming steel plate armor positioned at the center of a vast circular podium made of weathered dark gray stone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior spinning rapidly and continuously while wearing a vast crimson cloak that billows in a swirling vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a desolate, sun-scorched wasteland of cracked ochre earth stretching to a hazy horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the glaring sunlight overhead create visible glints on the polished metal of the warrior's helmets and shields?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06203853711485863 + ], + "opposite_logprob_tokens": [ + -2.8120384216308594 + ], + "logprob_reward": -0.06203853711485863, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06203853711485863, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16962145268917084, + 0.22182175517082214, + 0.06753887236118317, + 0.10074898600578308, + 0.11053429543972015, + 0.05843357369303703, + 0.07221353054046631, + 0.06571091711521149, + 0.06002556532621384, + 0.07335107773542404 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.06203853711485863 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "From a perfectly stationary, high-angle, bird's-eye view, the camera gazes directly down at a lone warrior, positioned at the absolute center of a vast circular podium clad in weathered, dark gray stone. Clad in an intricate suit of gleaming steel plate armor, the warrior spins rapidly and continuously with controlled, powerful grace. The glaring sunlight overhead glints off the polished metal of their helmets and shields. As they spin, their vast crimson cloaks billow, catching the air in a perfect, swirling vortex of fabric that veils their bodies, mimicking a blooming war rose. The heavy fabric ripples and folds over itself, its rich color creating dramatic splashes against the muted tones of the ancient stone. The surrounding environment is a desolate, sun-scorched wasteland of cracked ochre earth stretching to a hazy horizon, intensifying the atmosphere of epic solitude and concentrated, mystical energy.", + "seed": 18146, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_5/index_4293_seed_18146_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.09214873574674129, + "vlm_logprob": -0.09214873574674129, + "vlm_yes_no_margin": 2.7, + "vlm_token_credit": -0.09214873574674129, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high-angle, bird's-eye view looking directly down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone warrior clad in gleaming steel plate armor positioned at the center of a vast circular podium made of weathered dark gray stone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior spinning rapidly and continuously while wearing a vast crimson cloak that billows in a swirling vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a desolate, sun-scorched wasteland of cracked ochre earth stretching to a hazy horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the glaring sunlight overhead create visible glints on the polished metal of the warrior's helmets and shields?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09206048399209976 + ], + "opposite_logprob_tokens": [ + -2.4670605659484863 + ], + "logprob_reward": -0.09206048399209976, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09206048399209976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21276888251304626, + 0.05150095745921135, + 0.08127567917108536, + 0.3300093710422516, + 0.014634340070188046, + 0.03172696754336357, + 0.0702589899301529, + 0.07700654864311218, + 0.053342949599027634, + 0.07747538387775421 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.09206048399209976 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high-angle, bird's-eye view looking directly down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone warrior clad in gleaming steel plate armor positioned at the center of a vast circular podium made of weathered dark gray stone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior spinning rapidly and continuously while wearing a vast crimson cloak that billows in a swirling vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a desolate, sun-scorched wasteland of cracked ochre earth stretching to a hazy horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the glaring sunlight overhead create visible glints on the polished metal of the warrior's helmets and shields?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16037368774414062 + ], + "opposite_logprob_tokens": [ + -1.9103736877441406 + ], + "logprob_reward": -0.16037368774414062, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16037368774414062, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16338740289211273, + 0.10112819075584412, + 0.13940215110778809, + 0.10178031027317047, + 0.03399121016263962, + 0.025689007714390755, + 0.017304446548223495, + 0.08085436373949051, + 0.0523022785782814, + 0.2841606140136719 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.16037368774414062 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high-angle, bird's-eye view looking directly down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone warrior clad in gleaming steel plate armor positioned at the center of a vast circular podium made of weathered dark gray stone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior spinning rapidly and continuously while wearing a vast crimson cloak that billows in a swirling vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a desolate, sun-scorched wasteland of cracked ochre earth stretching to a hazy horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the glaring sunlight overhead create visible glints on the polished metal of the warrior's helmets and shields?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014208698645234108 + ], + "opposite_logprob_tokens": [ + -4.264208793640137 + ], + "logprob_reward": -0.014208698645234108, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014208698645234108, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09602095931768417, + 0.07575949281454086, + 0.15017539262771606, + 0.08164992183446884, + 0.055054351687431335, + 0.058738064020872116, + 0.05973086133599281, + 0.27618610858917236, + 0.05547633394598961, + 0.09120852500200272 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.014208698645234108 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high-angle, bird's-eye view looking directly down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone warrior clad in gleaming steel plate armor positioned at the center of a vast circular podium made of weathered dark gray stone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior spinning rapidly and continuously while wearing a vast crimson cloak that billows in a swirling vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a desolate, sun-scorched wasteland of cracked ochre earth stretching to a hazy horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the glaring sunlight overhead create visible glints on the polished metal of the warrior's helmets and shields?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1603960245847702 + ], + "opposite_logprob_tokens": [ + -1.9103959798812866 + ], + "logprob_reward": -0.1603960245847702, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1603960245847702, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21798758208751678, + 0.12593717873096466, + 0.1837535947561264, + 0.1228533461689949, + 0.0360836423933506, + 0.025332793593406677, + 0.023759406059980392, + 0.12837348878383636, + 0.05824815481901169, + 0.07767081260681152 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.1603960245847702 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high-angle, bird's-eye view looking directly down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone warrior clad in gleaming steel plate armor positioned at the center of a vast circular podium made of weathered dark gray stone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior spinning rapidly and continuously while wearing a vast crimson cloak that billows in a swirling vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a desolate, sun-scorched wasteland of cracked ochre earth stretching to a hazy horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the glaring sunlight overhead create visible glints on the polished metal of the warrior's helmets and shields?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370478376746178 + ], + "opposite_logprob_tokens": [ + -3.4087047576904297 + ], + "logprob_reward": -0.03370478376746178, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370478376746178, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13944301009178162, + 0.09304814785718918, + 0.08783060312271118, + 0.11562684923410416, + 0.05240257456898689, + 0.05914819613099098, + 0.040165871381759644, + 0.1241130530834198, + 0.10934478789567947, + 0.17887689173221588 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.03370478376746178 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "From a perfectly stationary, high-angle, bird's-eye view, the camera gazes directly down at a lone warrior, positioned at the absolute center of a vast circular podium clad in weathered, dark gray stone. Clad in an intricate suit of gleaming steel plate armor, the warrior spins rapidly and continuously with controlled, powerful grace. The glaring sunlight overhead glints off the polished metal of their helmets and shields. As they spin, their vast crimson cloaks billow, catching the air in a perfect, swirling vortex of fabric that veils their bodies, mimicking a blooming war rose. The heavy fabric ripples and folds over itself, its rich color creating dramatic splashes against the muted tones of the ancient stone. The surrounding environment is a desolate, sun-scorched wasteland of cracked ochre earth stretching to a hazy horizon, intensifying the atmosphere of epic solitude and concentrated, mystical energy.", + "seed": 18147, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_5/index_4293_seed_18147_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07836929904296994, + "vlm_logprob": -0.07836929904296994, + "vlm_yes_no_margin": 2.899999976158142, + "vlm_token_credit": -0.07836929904296994, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high-angle, bird's-eye view looking directly down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone warrior clad in gleaming steel plate armor positioned at the center of a vast circular podium made of weathered dark gray stone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior spinning rapidly and continuously while wearing a vast crimson cloak that billows in a swirling vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a desolate, sun-scorched wasteland of cracked ochre earth stretching to a hazy horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the glaring sunlight overhead create visible glints on the polished metal of the warrior's helmets and shields?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1299675554037094 + ], + "opposite_logprob_tokens": [ + -2.129967451095581 + ], + "logprob_reward": -0.1299675554037094, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.1299675554037094, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5977128744125366, + 0.03439190611243248, + 0.032722484320402145, + 0.157695010304451, + 0.0292475838214159, + 0.05246531218290329, + 0.022571364417672157, + 0.034959033131599426, + 0.02844436652958393, + 0.009790119715034962 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.1299675554037094 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high-angle, bird's-eye view looking directly down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone warrior clad in gleaming steel plate armor positioned at the center of a vast circular podium made of weathered dark gray stone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior spinning rapidly and continuously while wearing a vast crimson cloak that billows in a swirling vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a desolate, sun-scorched wasteland of cracked ochre earth stretching to a hazy horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the glaring sunlight overhead create visible glints on the polished metal of the warrior's helmets and shields?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890653058886528 + ], + "opposite_logprob_tokens": [ + -2.4640653133392334 + ], + "logprob_reward": -0.0890653058886528, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890653058886528, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.46102800965309143, + 0.05479001626372337, + 0.059380605816841125, + 0.23037585616111755, + 0.0775715634226799, + 0.040077466517686844, + 0.015885068103671074, + 0.03446945548057556, + 0.010080471634864807, + 0.01634148694574833 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.0890653058886528 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high-angle, bird's-eye view looking directly down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone warrior clad in gleaming steel plate armor positioned at the center of a vast circular podium made of weathered dark gray stone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior spinning rapidly and continuously while wearing a vast crimson cloak that billows in a swirling vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a desolate, sun-scorched wasteland of cracked ochre earth stretching to a hazy horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the glaring sunlight overhead create visible glints on the polished metal of the warrior's helmets and shields?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007636165712028742 + ], + "opposite_logprob_tokens": [ + -4.882636070251465 + ], + "logprob_reward": -0.007636165712028742, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007636165712028742, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4687902629375458, + 0.0713948979973793, + 0.17417314648628235, + 0.07346562296152115, + 0.03456583991646767, + 0.07310062646865845, + 0.01396417710930109, + 0.06367228925228119, + 0.009673072956502438, + 0.01720011979341507 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.007636165712028742 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high-angle, bird's-eye view looking directly down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone warrior clad in gleaming steel plate armor positioned at the center of a vast circular podium made of weathered dark gray stone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior spinning rapidly and continuously while wearing a vast crimson cloak that billows in a swirling vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a desolate, sun-scorched wasteland of cracked ochre earth stretching to a hazy horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the glaring sunlight overhead create visible glints on the polished metal of the warrior's helmets and shields?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12708039581775665 + ], + "opposite_logprob_tokens": [ + -2.1270804405212402 + ], + "logprob_reward": -0.12708039581775665, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12708039581775665, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6985598802566528, + 0.08922843635082245, + 0.03777119889855385, + 0.05574270337820053, + 0.013031771406531334, + 0.0539313480257988, + 0.006053313612937927, + 0.02535606361925602, + 0.010980541817843914, + 0.009344755671918392 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.12708039581775665 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high-angle, bird's-eye view looking directly down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone warrior clad in gleaming steel plate armor positioned at the center of a vast circular podium made of weathered dark gray stone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior spinning rapidly and continuously while wearing a vast crimson cloak that billows in a swirling vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a desolate, sun-scorched wasteland of cracked ochre earth stretching to a hazy horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the glaring sunlight overhead create visible glints on the polished metal of the warrior's helmets and shields?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0380970723927021 + ], + "opposite_logprob_tokens": [ + -3.2880971431732178 + ], + "logprob_reward": -0.0380970723927021, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.0380970723927021, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6332606077194214, + 0.05774293467402458, + 0.026598036289215088, + 0.026670195162296295, + 0.10566440224647522, + 0.05299032852053642, + 0.01193689089268446, + 0.0538620799779892, + 0.015573501586914062, + 0.015701010823249817 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.0380970723927021 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "From a perfectly stationary, high-angle, bird's-eye view, the camera gazes directly down at a lone warrior, positioned at the absolute center of a vast circular podium clad in weathered, dark gray stone. Clad in an intricate suit of gleaming steel plate armor, the warrior spins rapidly and continuously with controlled, powerful grace. The glaring sunlight overhead glints off the polished metal of their helmets and shields. As they spin, their vast crimson cloaks billow, catching the air in a perfect, swirling vortex of fabric that veils their bodies, mimicking a blooming war rose. The heavy fabric ripples and folds over itself, its rich color creating dramatic splashes against the muted tones of the ancient stone. The surrounding environment is a desolate, sun-scorched wasteland of cracked ochre earth stretching to a hazy horizon, intensifying the atmosphere of epic solitude and concentrated, mystical energy.", + "seed": 18148, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_5/index_4293_seed_18148_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1379905566573143, + "vlm_logprob": -0.1379905566573143, + "vlm_yes_no_margin": 2.575, + "vlm_token_credit": -0.1379905566573143, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high-angle, bird's-eye view looking directly down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone warrior clad in gleaming steel plate armor positioned at the center of a vast circular podium made of weathered dark gray stone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior spinning rapidly and continuously while wearing a vast crimson cloak that billows in a swirling vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a desolate, sun-scorched wasteland of cracked ochre earth stretching to a hazy horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the glaring sunlight overhead create visible glints on the polished metal of the warrior's helmets and shields?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4306563138961792 + ], + "opposite_logprob_tokens": [ + -1.0556563138961792 + ], + "logprob_reward": -0.4306563138961792, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4306563138961792, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3411814272403717, + 0.059894856065511703, + 0.15166735649108887, + 0.052034907042980194, + 0.06213076412677765, + 0.037524353712797165, + 0.1383465677499771, + 0.04623641446232796, + 0.015150307677686214, + 0.09583300352096558 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.4306563138961792 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high-angle, bird's-eye view looking directly down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone warrior clad in gleaming steel plate armor positioned at the center of a vast circular podium made of weathered dark gray stone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior spinning rapidly and continuously while wearing a vast crimson cloak that billows in a swirling vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a desolate, sun-scorched wasteland of cracked ochre earth stretching to a hazy horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the glaring sunlight overhead create visible glints on the polished metal of the warrior's helmets and shields?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11296003311872482 + ], + "opposite_logprob_tokens": [ + -2.23796010017395 + ], + "logprob_reward": -0.11296003311872482, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11296003311872482, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3899505138397217, + 0.0753365159034729, + 0.10078789293766022, + 0.09587729722261429, + 0.12575553357601166, + 0.04076855257153511, + 0.07264140993356705, + 0.023403402417898178, + 0.01950240135192871, + 0.05597643181681633 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.11296003311872482 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high-angle, bird's-eye view looking directly down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone warrior clad in gleaming steel plate armor positioned at the center of a vast circular podium made of weathered dark gray stone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior spinning rapidly and continuously while wearing a vast crimson cloak that billows in a swirling vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a desolate, sun-scorched wasteland of cracked ochre earth stretching to a hazy horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the glaring sunlight overhead create visible glints on the polished metal of the warrior's helmets and shields?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00864548608660698 + ], + "opposite_logprob_tokens": [ + -4.758645534515381 + ], + "logprob_reward": -0.00864548608660698, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00864548608660698, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21712514758110046, + 0.08243265748023987, + 0.037461843341588974, + 0.06743350625038147, + 0.11197660118341446, + 0.12964589893817902, + 0.12539133429527283, + 0.0893380343914032, + 0.07661917805671692, + 0.06257586926221848 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.00864548608660698 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high-angle, bird's-eye view looking directly down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone warrior clad in gleaming steel plate armor positioned at the center of a vast circular podium made of weathered dark gray stone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior spinning rapidly and continuously while wearing a vast crimson cloak that billows in a swirling vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a desolate, sun-scorched wasteland of cracked ochre earth stretching to a hazy horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the glaring sunlight overhead create visible glints on the polished metal of the warrior's helmets and shields?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048657048493623734 + ], + "opposite_logprob_tokens": [ + -3.048656940460205 + ], + "logprob_reward": -0.048657048493623734, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048657048493623734, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1542155146598816, + 0.13338884711265564, + 0.3898535966873169, + 0.11077931523323059, + 0.08296003192663193, + 0.024969659745693207, + 0.03600996732711792, + 0.015034799464046955, + 0.012413757853209972, + 0.04037453606724739 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.048657048493623734 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high-angle, bird's-eye view looking directly down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone warrior clad in gleaming steel plate armor positioned at the center of a vast circular podium made of weathered dark gray stone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior spinning rapidly and continuously while wearing a vast crimson cloak that billows in a swirling vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a desolate, sun-scorched wasteland of cracked ochre earth stretching to a hazy horizon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the glaring sunlight overhead create visible glints on the polished metal of the warrior's helmets and shields?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08903390169143677 + ], + "opposite_logprob_tokens": [ + -2.464033842086792 + ], + "logprob_reward": -0.08903390169143677, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08903390169143677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23164983093738556, + 0.07809705287218094, + 0.11370615661144257, + 0.07764153927564621, + 0.17584910988807678, + 0.03682813420891762, + 0.11739759147167206, + 0.03924384340643883, + 0.047568581998348236, + 0.08201819658279419 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.08903390169143677 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_6/index_tensor([2844, 2844])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_6/index_tensor([2844, 2844])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d5d1591091fc1dbcac9b54511ec54b31164bc489 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_6/index_tensor([2844, 2844])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a vertically formatted retro pixel-style game world, a static, horizontal close-up camera focuses on a Yazhou bamboo plant composed of rough, sharp-edged pixels. Composed of dark green and tan pixels, its thick nodes are clearly discernible. The plant stands tall against a backdrop of several brown pixel bands, against a blurred, equally pixelated bamboo forest and a pristine, light-blue sky. In a simple, fluid animation loop, a new sprout, composed of a few bright green pixels, slowly emerges from a thick node in the plant's center, frame by frame. It begins as a tiny dot, then gradually grows upward, unfolding into a tiny, jagged leaf before retracting, repeating the process of life. The entire scene employs a stark, limited color palette reminiscent of an 8-bit game console, devoid of complex light and shadow gradients. Instead, contrasting color blocks suggest bright, even illumination, creating a unique atmosphere that feels both tranquil and vibrant, yet also steeped in nostalgia.", + "seed": 21425, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_6/index_2844_seed_21425_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.012859304994344711, + "vlm_logprob": -0.012859304994344711, + "vlm_yes_no_margin": 4.9, + "vlm_token_credit": -0.012859304994344711, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video formatted vertically with a retro pixel-style aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera a static horizontal close-up focused on a Yazhou bamboo plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the plant consist of dark green and tan pixels with discernible thick nodes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a bright green sprout emerge from the center node, grow into a jagged leaf, and then retract?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of brown pixel bands, a blurred pixelated bamboo forest, and a light-blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.022791460156440735 + ], + "opposite_logprob_tokens": [ + -4.272791385650635 + ], + "logprob_reward": -0.022791460156440735, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.022791460156440735, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36992210149765015, + 0.049366943538188934, + 0.04828822240233421, + 0.045122914016246796, + 0.04773390665650368, + 0.2544021010398865, + 0.018049458041787148, + 0.05560407042503357, + 0.05621374398469925, + 0.05529652535915375 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.022791460156440735 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video formatted vertically with a retro pixel-style aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera a static horizontal close-up focused on a Yazhou bamboo plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the plant consist of dark green and tan pixels with discernible thick nodes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a bright green sprout emerge from the center node, grow into a jagged leaf, and then retract?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of brown pixel bands, a blurred pixelated bamboo forest, and a light-blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02638125978410244 + ], + "opposite_logprob_tokens": [ + -3.651381254196167 + ], + "logprob_reward": -0.02638125978410244, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02638125978410244, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2405349463224411, + 0.07894429564476013, + 0.054937999695539474, + 0.025125492364168167, + 0.029752757400274277, + 0.025485718622803688, + 0.0142586724832654, + 0.10333193093538284, + 0.3211907744407654, + 0.10643738508224487 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.02638125978410244 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video formatted vertically with a retro pixel-style aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera a static horizontal close-up focused on a Yazhou bamboo plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the plant consist of dark green and tan pixels with discernible thick nodes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a bright green sprout emerge from the center node, grow into a jagged leaf, and then retract?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of brown pixel bands, a blurred pixelated bamboo forest, and a light-blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017240673769265413 + ], + "opposite_logprob_tokens": [ + -6.3767242431640625 + ], + "logprob_reward": -0.0017240673769265413, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017240673769265413, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1979299932718277, + 0.11646047234535217, + 0.03809637576341629, + 0.019201740622520447, + 0.10558704286813736, + 0.3268415033817291, + 0.03396608307957649, + 0.05419839173555374, + 0.06701073050498962, + 0.04070761427283287 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.0017240673769265413 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video formatted vertically with a retro pixel-style aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera a static horizontal close-up focused on a Yazhou bamboo plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the plant consist of dark green and tan pixels with discernible thick nodes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a bright green sprout emerge from the center node, grow into a jagged leaf, and then retract?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of brown pixel bands, a blurred pixelated bamboo forest, and a light-blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009786602109670639 + ], + "opposite_logprob_tokens": [ + -4.634786605834961 + ], + "logprob_reward": -0.009786602109670639, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009786602109670639, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23972873389720917, + 0.12824472784996033, + 0.08844836056232452, + 0.01650846004486084, + 0.02402344159781933, + 0.1873946189880371, + 0.03355824202299118, + 0.022596750408411026, + 0.21060548722743988, + 0.0488910935819149 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.009786602109670639 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video formatted vertically with a retro pixel-style aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera a static horizontal close-up focused on a Yazhou bamboo plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the plant consist of dark green and tan pixels with discernible thick nodes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a bright green sprout emerge from the center node, grow into a jagged leaf, and then retract?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of brown pixel bands, a blurred pixelated bamboo forest, and a light-blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036131355445832014 + ], + "opposite_logprob_tokens": [ + -5.628612995147705 + ], + "logprob_reward": -0.0036131355445832014, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036131355445832014, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.306871235370636, + 0.11268241703510284, + 0.055882424116134644, + 0.04957079142332077, + 0.0943039059638977, + 0.1611078828573227, + 0.03313814476132393, + 0.05101993680000305, + 0.10040391236543655, + 0.0350194089114666 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.0036131355445832014 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a vertically formatted retro pixel-style game world, a static, horizontal close-up camera focuses on a Yazhou bamboo plant composed of rough, sharp-edged pixels. Composed of dark green and tan pixels, its thick nodes are clearly discernible. The plant stands tall against a backdrop of several brown pixel bands, against a blurred, equally pixelated bamboo forest and a pristine, light-blue sky. In a simple, fluid animation loop, a new sprout, composed of a few bright green pixels, slowly emerges from a thick node in the plant's center, frame by frame. It begins as a tiny dot, then gradually grows upward, unfolding into a tiny, jagged leaf before retracting, repeating the process of life. The entire scene employs a stark, limited color palette reminiscent of an 8-bit game console, devoid of complex light and shadow gradients. Instead, contrasting color blocks suggest bright, even illumination, creating a unique atmosphere that feels both tranquil and vibrant, yet also steeped in nostalgia.", + "seed": 21426, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_6/index_2844_seed_21426_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.020963359531015156, + "vlm_logprob": -0.020963359531015156, + "vlm_yes_no_margin": 4.725, + "vlm_token_credit": -0.020963359531015156, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video formatted vertically with a retro pixel-style aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera a static horizontal close-up focused on a Yazhou bamboo plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the plant consist of dark green and tan pixels with discernible thick nodes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a bright green sprout emerge from the center node, grow into a jagged leaf, and then retract?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of brown pixel bands, a blurred pixelated bamboo forest, and a light-blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016668926924467087 + ], + "opposite_logprob_tokens": [ + -4.266668796539307 + ], + "logprob_reward": -0.016668926924467087, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.016668926924467087, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38609832525253296, + 0.1882859319448471, + 0.10563986748456955, + 0.030472466722130775, + 0.07097998261451721, + 0.05035186558961868, + 0.025826044380664825, + 0.02799796313047409, + 0.06302269548177719, + 0.051324840635061264 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.016668926924467087 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video formatted vertically with a retro pixel-style aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera a static horizontal close-up focused on a Yazhou bamboo plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the plant consist of dark green and tan pixels with discernible thick nodes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a bright green sprout emerge from the center node, grow into a jagged leaf, and then retract?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of brown pixel bands, a blurred pixelated bamboo forest, and a light-blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0700431540608406 + ], + "opposite_logprob_tokens": [ + -2.6950430870056152 + ], + "logprob_reward": -0.0700431540608406, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0700431540608406, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18316476047039032, + 0.3445982336997986, + 0.03715837001800537, + 0.10118570923805237, + 0.06833553314208984, + 0.045247942209243774, + 0.03414618596434593, + 0.0192079059779644, + 0.060523126274347305, + 0.106432244181633 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.0700431540608406 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video formatted vertically with a retro pixel-style aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera a static horizontal close-up focused on a Yazhou bamboo plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the plant consist of dark green and tan pixels with discernible thick nodes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a bright green sprout emerge from the center node, grow into a jagged leaf, and then retract?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of brown pixel bands, a blurred pixelated bamboo forest, and a light-blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017170461360365152 + ], + "opposite_logprob_tokens": [ + -6.3767170906066895 + ], + "logprob_reward": -0.0017170461360365152, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017170461360365152, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.44087129831314087, + 0.14090295135974884, + 0.05708792060613632, + 0.038453880697488785, + 0.0518186055123806, + 0.0641617700457573, + 0.0326109454035759, + 0.025182723999023438, + 0.06357917189598083, + 0.08533069491386414 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.0017170461360365152 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video formatted vertically with a retro pixel-style aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera a static horizontal close-up focused on a Yazhou bamboo plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the plant consist of dark green and tan pixels with discernible thick nodes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a bright green sprout emerge from the center node, grow into a jagged leaf, and then retract?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of brown pixel bands, a blurred pixelated bamboo forest, and a light-blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014194242656230927 + ], + "opposite_logprob_tokens": [ + -4.264194011688232 + ], + "logprob_reward": -0.014194242656230927, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014194242656230927, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09361787885427475, + 0.07290807366371155, + 0.1042877584695816, + 0.15928871929645538, + 0.026219163089990616, + 0.07902805507183075, + 0.04802260920405388, + 0.06238029524683952, + 0.09157176315784454, + 0.2626756727695465 + ], + "top_frames": [ + 9, + 3, + 2 + ], + "selected_reward": -0.014194242656230927 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video formatted vertically with a retro pixel-style aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera a static horizontal close-up focused on a Yazhou bamboo plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the plant consist of dark green and tan pixels with discernible thick nodes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a bright green sprout emerge from the center node, grow into a jagged leaf, and then retract?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of brown pixel bands, a blurred pixelated bamboo forest, and a light-blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021934278775006533 + ], + "opposite_logprob_tokens": [ + -6.127193450927734 + ], + "logprob_reward": -0.0021934278775006533, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021934278775006533, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18487216532230377, + 0.06876355409622192, + 0.10160252451896667, + 0.08982092142105103, + 0.16583450138568878, + 0.19034449756145477, + 0.02593645267188549, + 0.04479646310210228, + 0.06058691814541817, + 0.06744204461574554 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.0021934278775006533 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a vertically formatted retro pixel-style game world, a static, horizontal close-up camera focuses on a Yazhou bamboo plant composed of rough, sharp-edged pixels. Composed of dark green and tan pixels, its thick nodes are clearly discernible. The plant stands tall against a backdrop of several brown pixel bands, against a blurred, equally pixelated bamboo forest and a pristine, light-blue sky. In a simple, fluid animation loop, a new sprout, composed of a few bright green pixels, slowly emerges from a thick node in the plant's center, frame by frame. It begins as a tiny dot, then gradually grows upward, unfolding into a tiny, jagged leaf before retracting, repeating the process of life. The entire scene employs a stark, limited color palette reminiscent of an 8-bit game console, devoid of complex light and shadow gradients. Instead, contrasting color blocks suggest bright, even illumination, creating a unique atmosphere that feels both tranquil and vibrant, yet also steeped in nostalgia.", + "seed": 21427, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_6/index_2844_seed_21427_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.009561320801731199, + "vlm_logprob": -0.009561320801731199, + "vlm_yes_no_margin": 5.25, + "vlm_token_credit": -0.009561320801731199, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video formatted vertically with a retro pixel-style aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera a static horizontal close-up focused on a Yazhou bamboo plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the plant consist of dark green and tan pixels with discernible thick nodes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a bright green sprout emerge from the center node, grow into a jagged leaf, and then retract?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of brown pixel bands, a blurred pixelated bamboo forest, and a light-blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0071211811155080795 + ], + "opposite_logprob_tokens": [ + -5.3821210861206055 + ], + "logprob_reward": -0.0071211811155080795, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0071211811155080795, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3611501455307007, + 0.04935901612043381, + 0.05017908290028572, + 0.03564861789345741, + 0.07041250169277191, + 0.07343775779008865, + 0.0775546282529831, + 0.07167761027812958, + 0.13226450979709625, + 0.07831615954637527 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.0071211811155080795 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video formatted vertically with a retro pixel-style aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera a static horizontal close-up focused on a Yazhou bamboo plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the plant consist of dark green and tan pixels with discernible thick nodes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a bright green sprout emerge from the center node, grow into a jagged leaf, and then retract?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of brown pixel bands, a blurred pixelated bamboo forest, and a light-blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020605430006980896 + ], + "opposite_logprob_tokens": [ + -3.8956053256988525 + ], + "logprob_reward": -0.020605430006980896, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020605430006980896, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1397404670715332, + 0.09750455617904663, + 0.054282840341329575, + 0.052399978041648865, + 0.04802251607179642, + 0.04994947090744972, + 0.13678498566150665, + 0.05840280279517174, + 0.13893748819828033, + 0.2239747792482376 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.020605430006980896 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video formatted vertically with a retro pixel-style aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera a static horizontal close-up focused on a Yazhou bamboo plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the plant consist of dark green and tan pixels with discernible thick nodes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a bright green sprout emerge from the center node, grow into a jagged leaf, and then retract?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of brown pixel bands, a blurred pixelated bamboo forest, and a light-blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008185135084204376 + ], + "opposite_logprob_tokens": [ + -7.125818729400635 + ], + "logprob_reward": -0.0008185135084204376, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008185135084204376, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30716174840927124, + 0.09314417839050293, + 0.05339902266860008, + 0.037394389510154724, + 0.08229456841945648, + 0.06070035696029663, + 0.09173356741666794, + 0.09581711888313293, + 0.10090894997119904, + 0.0774461030960083 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.0008185135084204376 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video formatted vertically with a retro pixel-style aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera a static horizontal close-up focused on a Yazhou bamboo plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the plant consist of dark green and tan pixels with discernible thick nodes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a bright green sprout emerge from the center node, grow into a jagged leaf, and then retract?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of brown pixel bands, a blurred pixelated bamboo forest, and a light-blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016072357073426247 + ], + "opposite_logprob_tokens": [ + -4.1410722732543945 + ], + "logprob_reward": -0.016072357073426247, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016072357073426247, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15977320075035095, + 0.05948101729154587, + 0.041566722095012665, + 0.03971472382545471, + 0.11301273107528687, + 0.046107783913612366, + 0.13898424804210663, + 0.17734645307064056, + 0.15519273281097412, + 0.06882045418024063 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.016072357073426247 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video formatted vertically with a retro pixel-style aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera a static horizontal close-up focused on a Yazhou bamboo plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the plant consist of dark green and tan pixels with discernible thick nodes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a bright green sprout emerge from the center node, grow into a jagged leaf, and then retract?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of brown pixel bands, a blurred pixelated bamboo forest, and a light-blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031891223043203354 + ], + "opposite_logprob_tokens": [ + -5.7531890869140625 + ], + "logprob_reward": -0.0031891223043203354, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031891223043203354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2702787220478058, + 0.09467437118291855, + 0.05050520598888397, + 0.05413109064102173, + 0.10232875496149063, + 0.0863310769200325, + 0.039545923471450806, + 0.033743154257535934, + 0.10671970993280411, + 0.16174200177192688 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.0031891223043203354 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a vertically formatted retro pixel-style game world, a static, horizontal close-up camera focuses on a Yazhou bamboo plant composed of rough, sharp-edged pixels. Composed of dark green and tan pixels, its thick nodes are clearly discernible. The plant stands tall against a backdrop of several brown pixel bands, against a blurred, equally pixelated bamboo forest and a pristine, light-blue sky. In a simple, fluid animation loop, a new sprout, composed of a few bright green pixels, slowly emerges from a thick node in the plant's center, frame by frame. It begins as a tiny dot, then gradually grows upward, unfolding into a tiny, jagged leaf before retracting, repeating the process of life. The entire scene employs a stark, limited color palette reminiscent of an 8-bit game console, devoid of complex light and shadow gradients. Instead, contrasting color blocks suggest bright, even illumination, creating a unique atmosphere that feels both tranquil and vibrant, yet also steeped in nostalgia.", + "seed": 21428, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_6/index_2844_seed_21428_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.007615021948004142, + "vlm_logprob": -0.007615021948004142, + "vlm_yes_no_margin": 5.875, + "vlm_token_credit": -0.007615021948004142, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video formatted vertically with a retro pixel-style aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera a static horizontal close-up focused on a Yazhou bamboo plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the plant consist of dark green and tan pixels with discernible thick nodes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a bright green sprout emerge from the center node, grow into a jagged leaf, and then retract?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of brown pixel bands, a blurred pixelated bamboo forest, and a light-blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0038221655413508415 + ], + "opposite_logprob_tokens": [ + -6.628822326660156 + ], + "logprob_reward": -0.0038221655413508415, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0038221655413508415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36096683144569397, + 0.15201245248317719, + 0.06038617342710495, + 0.07341922074556351, + 0.06960193812847137, + 0.07132984697818756, + 0.047796521335840225, + 0.06838208436965942, + 0.05066660791635513, + 0.045438289642333984 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.0038221655413508415 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video formatted vertically with a retro pixel-style aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera a static horizontal close-up focused on a Yazhou bamboo plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the plant consist of dark green and tan pixels with discernible thick nodes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a bright green sprout emerge from the center node, grow into a jagged leaf, and then retract?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of brown pixel bands, a blurred pixelated bamboo forest, and a light-blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052670761942863464 + ], + "opposite_logprob_tokens": [ + -5.255267143249512 + ], + "logprob_reward": -0.0052670761942863464, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052670761942863464, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10428640991449356, + 0.051387131214141846, + 0.07495936751365662, + 0.18147099018096924, + 0.09400284290313721, + 0.13056708872318268, + 0.26608237624168396, + 0.020886341109871864, + 0.046963535249233246, + 0.029393935576081276 + ], + "top_frames": [ + 6, + 3, + 5 + ], + "selected_reward": -0.0052670761942863464 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video formatted vertically with a retro pixel-style aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera a static horizontal close-up focused on a Yazhou bamboo plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the plant consist of dark green and tan pixels with discernible thick nodes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a bright green sprout emerge from the center node, grow into a jagged leaf, and then retract?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of brown pixel bands, a blurred pixelated bamboo forest, and a light-blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0004447901446837932 + ], + "opposite_logprob_tokens": [ + -7.7504448890686035 + ], + "logprob_reward": -0.0004447901446837932, + "yes_no_margin_reward": 7.75, + "token_credit_reward": -0.0004447901446837932, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25535523891448975, + 0.1274871975183487, + 0.05617544427514076, + 0.04592482000589371, + 0.07109681516885757, + 0.11864890158176422, + 0.09757637977600098, + 0.06388035416603088, + 0.11744082719087601, + 0.04641399532556534 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.0004447901446837932 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video formatted vertically with a retro pixel-style aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera a static horizontal close-up focused on a Yazhou bamboo plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the plant consist of dark green and tan pixels with discernible thick nodes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a bright green sprout emerge from the center node, grow into a jagged leaf, and then retract?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of brown pixel bands, a blurred pixelated bamboo forest, and a light-blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026345033198595047 + ], + "opposite_logprob_tokens": [ + -3.6513450145721436 + ], + "logprob_reward": -0.026345033198595047, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026345033198595047, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13960672914981842, + 0.07019968330860138, + 0.048300646245479584, + 0.05484763905405998, + 0.09327436983585358, + 0.09837564826011658, + 0.2471395879983902, + 0.09943565726280212, + 0.0937277227640152, + 0.05509233847260475 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.026345033198595047 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video formatted vertically with a retro pixel-style aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera a static horizontal close-up focused on a Yazhou bamboo plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the plant consist of dark green and tan pixels with discernible thick nodes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a bright green sprout emerge from the center node, grow into a jagged leaf, and then retract?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of brown pixel bands, a blurred pixelated bamboo forest, and a light-blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002196044661104679 + ], + "opposite_logprob_tokens": [ + -6.127195835113525 + ], + "logprob_reward": -0.002196044661104679, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002196044661104679, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23298698663711548, + 0.06460089981555939, + 0.08302536606788635, + 0.24036142230033875, + 0.1120133250951767, + 0.0519871786236763, + 0.06354893743991852, + 0.029574163258075714, + 0.07994706928730011, + 0.04195462167263031 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.002196044661104679 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_7/index_tensor([3969, 3969])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_7/index_tensor([3969, 3969])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a43c53b92f1cbc4022e03c5cdf05ad05c27d877a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_7/index_tensor([3969, 3969])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Ghibli-inspired close-up, gently tilted upward, captures the moment a captivating belt-driven scooter begins its magical ascent. As the scooter accelerates into a spin, the camera focuses intently on its rear wheel, its thick rubber tire hovering mere inches above a rural cobblestone path, where tufts of moss grow between the weathered stones. The scooter itself possesses a whimsical, handcrafted aesthetic, featuring a pale blue, lightly worn metal body and gleaming copper fixtures. A visible swirling wind, imbued with shimmering gold dust and tiny, self-luminous leaves, envelopes the vehicle, providing a magical lift. The wheel, a classic spoke design, blurs into a shimmering circle as it rises smoothly and gracefully, with luminous particles dancing around and leaving faint trails of light. The entire scene is bathed in the warm, diffuse glow of the afternoon sun, creating a soft, dreamlike atmosphere. A color palette of rich earth tones, soft pastels, and ethereal points of light evokes a profound sense of wonder and joy, a sense of impossible flight.", + "seed": 3194, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_7/index_3969_seed_3194_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.029104407504200937, + "vlm_logprob": -0.029104407504200937, + "vlm_yes_no_margin": 3.599999952316284, + "vlm_token_credit": -0.029104407504200937, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a belt-driven scooter with a pale blue, lightly worn metal body and gleaming copper fixtures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scooter performing a spinning motion while its rear wheel hovers inches above a rural cobblestone path with moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera framed in a close-up shot that is gently tilted upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible swirling wind containing shimmering gold dust and tiny, self-luminous leaves surrounding the scooter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the warm, diffuse glow of an afternoon sun creating a soft atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01862548477947712 + ], + "opposite_logprob_tokens": [ + -4.018625259399414 + ], + "logprob_reward": -0.01862548477947712, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01862548477947712, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04336484894156456, + 0.03288862854242325, + 0.03806588426232338, + 0.0253773033618927, + 0.5205690264701843, + 0.13852770626544952, + 0.027642952278256416, + 0.05226345360279083, + 0.10537499934434891, + 0.01592520996928215 + ], + "top_frames": [ + 4, + 5, + 8 + ], + "selected_reward": -0.01862548477947712 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a belt-driven scooter with a pale blue, lightly worn metal body and gleaming copper fixtures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scooter performing a spinning motion while its rear wheel hovers inches above a rural cobblestone path with moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera framed in a close-up shot that is gently tilted upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible swirling wind containing shimmering gold dust and tiny, self-luminous leaves surrounding the scooter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the warm, diffuse glow of an afternoon sun creating a soft atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369936719536781 + ], + "opposite_logprob_tokens": [ + -3.4086992740631104 + ], + "logprob_reward": -0.03369936719536781, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369936719536781, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05793875455856323, + 0.024563146755099297, + 0.08411296457052231, + 0.029435520991683006, + 0.3652878403663635, + 0.11032675206661224, + 0.09599833935499191, + 0.06424473971128464, + 0.13423599302768707, + 0.033855970948934555 + ], + "top_frames": [ + 4, + 8, + 5 + ], + "selected_reward": -0.03369936719536781 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a belt-driven scooter with a pale blue, lightly worn metal body and gleaming copper fixtures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scooter performing a spinning motion while its rear wheel hovers inches above a rural cobblestone path with moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera framed in a close-up shot that is gently tilted upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible swirling wind containing shimmering gold dust and tiny, self-luminous leaves surrounding the scooter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the warm, diffuse glow of an afternoon sun creating a soft atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0263366736471653 + ], + "opposite_logprob_tokens": [ + -3.651336669921875 + ], + "logprob_reward": -0.0263366736471653, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.0263366736471653, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07826800644397736, + 0.030641157180070877, + 0.2825250029563904, + 0.07399129122495651, + 0.3190564215183258, + 0.04585732892155647, + 0.0365789495408535, + 0.011672074906527996, + 0.09316541999578476, + 0.028244396671652794 + ], + "top_frames": [ + 4, + 2, + 8 + ], + "selected_reward": -0.0263366736471653 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a belt-driven scooter with a pale blue, lightly worn metal body and gleaming copper fixtures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scooter performing a spinning motion while its rear wheel hovers inches above a rural cobblestone path with moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera framed in a close-up shot that is gently tilted upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible swirling wind containing shimmering gold dust and tiny, self-luminous leaves surrounding the scooter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the warm, diffuse glow of an afternoon sun creating a soft atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0486757829785347 + ], + "opposite_logprob_tokens": [ + -3.048675775527954 + ], + "logprob_reward": -0.0486757829785347, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.0486757829785347, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.024961011484265327, + 0.020548399537801743, + 0.028590155765414238, + 0.008348146453499794, + 0.46999672055244446, + 0.10561846196651459, + 0.028065165504813194, + 0.02924925461411476, + 0.2514919638633728, + 0.03313068300485611 + ], + "top_frames": [ + 4, + 8, + 5 + ], + "selected_reward": -0.0486757829785347 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a belt-driven scooter with a pale blue, lightly worn metal body and gleaming copper fixtures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scooter performing a spinning motion while its rear wheel hovers inches above a rural cobblestone path with moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera framed in a close-up shot that is gently tilted upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible swirling wind containing shimmering gold dust and tiny, self-luminous leaves surrounding the scooter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the warm, diffuse glow of an afternoon sun creating a soft atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018184728920459747 + ], + "opposite_logprob_tokens": [ + -4.018184661865234 + ], + "logprob_reward": -0.018184728920459747, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018184728920459747, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04072139412164688, + 0.03628990426659584, + 0.03737831488251686, + 0.009928129613399506, + 0.4834727942943573, + 0.06797481328248978, + 0.03684137761592865, + 0.19306685030460358, + 0.0481751523911953, + 0.046151302754879 + ], + "top_frames": [ + 4, + 7, + 5 + ], + "selected_reward": -0.018184728920459747 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Ghibli-inspired close-up, gently tilted upward, captures the moment a captivating belt-driven scooter begins its magical ascent. As the scooter accelerates into a spin, the camera focuses intently on its rear wheel, its thick rubber tire hovering mere inches above a rural cobblestone path, where tufts of moss grow between the weathered stones. The scooter itself possesses a whimsical, handcrafted aesthetic, featuring a pale blue, lightly worn metal body and gleaming copper fixtures. A visible swirling wind, imbued with shimmering gold dust and tiny, self-luminous leaves, envelopes the vehicle, providing a magical lift. The wheel, a classic spoke design, blurs into a shimmering circle as it rises smoothly and gracefully, with luminous particles dancing around and leaving faint trails of light. The entire scene is bathed in the warm, diffuse glow of the afternoon sun, creating a soft, dreamlike atmosphere. A color palette of rich earth tones, soft pastels, and ethereal points of light evokes a profound sense of wonder and joy, a sense of impossible flight.", + "seed": 3195, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_7/index_3969_seed_3195_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04245936013758182, + "vlm_logprob": -0.04245936013758182, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.04245936013758182, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a belt-driven scooter with a pale blue, lightly worn metal body and gleaming copper fixtures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scooter performing a spinning motion while its rear wheel hovers inches above a rural cobblestone path with moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera framed in a close-up shot that is gently tilted upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible swirling wind containing shimmering gold dust and tiny, self-luminous leaves surrounding the scooter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the warm, diffuse glow of an afternoon sun creating a soft atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010217267088592052 + ], + "opposite_logprob_tokens": [ + -4.635217189788818 + ], + "logprob_reward": -0.010217267088592052, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.010217267088592052, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10554781556129456, + 0.1334707885980606, + 0.14709201455116272, + 0.20083990693092346, + 0.1143360584974289, + 0.04688320681452751, + 0.04374878108501434, + 0.02786324732005596, + 0.03238507732748985, + 0.14783310890197754 + ], + "top_frames": [ + 3, + 9, + 2 + ], + "selected_reward": -0.010217267088592052 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a belt-driven scooter with a pale blue, lightly worn metal body and gleaming copper fixtures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scooter performing a spinning motion while its rear wheel hovers inches above a rural cobblestone path with moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera framed in a close-up shot that is gently tilted upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible swirling wind containing shimmering gold dust and tiny, self-luminous leaves surrounding the scooter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the warm, diffuse glow of an afternoon sun creating a soft atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023288074880838394 + ], + "opposite_logprob_tokens": [ + -3.7732880115509033 + ], + "logprob_reward": -0.023288074880838394, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023288074880838394, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09517400711774826, + 0.09566373378038406, + 0.12317521870136261, + 0.05897430703043938, + 0.1264420598745346, + 0.04368827864527702, + 0.26364994049072266, + 0.058144889771938324, + 0.05314307287335396, + 0.08194450289011002 + ], + "top_frames": [ + 6, + 4, + 2 + ], + "selected_reward": -0.023288074880838394 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a belt-driven scooter with a pale blue, lightly worn metal body and gleaming copper fixtures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scooter performing a spinning motion while its rear wheel hovers inches above a rural cobblestone path with moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera framed in a close-up shot that is gently tilted upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible swirling wind containing shimmering gold dust and tiny, self-luminous leaves surrounding the scooter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the warm, diffuse glow of an afternoon sun creating a soft atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008635676465928555 + ], + "opposite_logprob_tokens": [ + -4.758635520935059 + ], + "logprob_reward": -0.008635676465928555, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008635676465928555, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07159953564405441, + 0.11973103880882263, + 0.09556494653224945, + 0.07740411162376404, + 0.13202737271785736, + 0.06331954896450043, + 0.11598963290452957, + 0.10700421035289764, + 0.14173093438148499, + 0.07562865316867828 + ], + "top_frames": [ + 8, + 4, + 1 + ], + "selected_reward": -0.008635676465928555 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a belt-driven scooter with a pale blue, lightly worn metal body and gleaming copper fixtures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scooter performing a spinning motion while its rear wheel hovers inches above a rural cobblestone path with moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera framed in a close-up shot that is gently tilted upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible swirling wind containing shimmering gold dust and tiny, self-luminous leaves surrounding the scooter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the warm, diffuse glow of an afternoon sun creating a soft atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16037602722644806 + ], + "opposite_logprob_tokens": [ + -1.9103760719299316 + ], + "logprob_reward": -0.16037602722644806, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16037602722644806, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.252558171749115, + 0.0842331051826477, + 0.12559154629707336, + 0.19071614742279053, + 0.06326010078191757, + 0.03098658286035061, + 0.04100717604160309, + 0.03868357464671135, + 0.06955984234809875, + 0.10340374708175659 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.16037602722644806 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a belt-driven scooter with a pale blue, lightly worn metal body and gleaming copper fixtures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scooter performing a spinning motion while its rear wheel hovers inches above a rural cobblestone path with moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera framed in a close-up shot that is gently tilted upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible swirling wind containing shimmering gold dust and tiny, self-luminous leaves surrounding the scooter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the warm, diffuse glow of an afternoon sun creating a soft atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009779755026102066 + ], + "opposite_logprob_tokens": [ + -4.634779930114746 + ], + "logprob_reward": -0.009779755026102066, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009779755026102066, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1480848491191864, + 0.20378069579601288, + 0.03945063799619675, + 0.051531337201595306, + 0.039626508951187134, + 0.05753279849886894, + 0.08868768811225891, + 0.10344821959733963, + 0.1952395737171173, + 0.07261775434017181 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.009779755026102066 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Ghibli-inspired close-up, gently tilted upward, captures the moment a captivating belt-driven scooter begins its magical ascent. As the scooter accelerates into a spin, the camera focuses intently on its rear wheel, its thick rubber tire hovering mere inches above a rural cobblestone path, where tufts of moss grow between the weathered stones. The scooter itself possesses a whimsical, handcrafted aesthetic, featuring a pale blue, lightly worn metal body and gleaming copper fixtures. A visible swirling wind, imbued with shimmering gold dust and tiny, self-luminous leaves, envelopes the vehicle, providing a magical lift. The wheel, a classic spoke design, blurs into a shimmering circle as it rises smoothly and gracefully, with luminous particles dancing around and leaving faint trails of light. The entire scene is bathed in the warm, diffuse glow of the afternoon sun, creating a soft, dreamlike atmosphere. A color palette of rich earth tones, soft pastels, and ethereal points of light evokes a profound sense of wonder and joy, a sense of impossible flight.", + "seed": 3196, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_7/index_3969_seed_3196_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05699466411024332, + "vlm_logprob": -0.05699466411024332, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.05699466411024332, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a belt-driven scooter with a pale blue, lightly worn metal body and gleaming copper fixtures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scooter performing a spinning motion while its rear wheel hovers inches above a rural cobblestone path with moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera framed in a close-up shot that is gently tilted upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible swirling wind containing shimmering gold dust and tiny, self-luminous leaves surrounding the scooter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the warm, diffuse glow of an afternoon sun creating a soft atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02409159392118454 + ], + "opposite_logprob_tokens": [ + -3.7740914821624756 + ], + "logprob_reward": -0.02409159392118454, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02409159392118454, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3603328466415405, + 0.13235627114772797, + 0.08676232397556305, + 0.03649257495999336, + 0.09852780401706696, + 0.06546205282211304, + 0.04163641110062599, + 0.03929290175437927, + 0.07417169213294983, + 0.06496508419513702 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.02409159392118454 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a belt-driven scooter with a pale blue, lightly worn metal body and gleaming copper fixtures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scooter performing a spinning motion while its rear wheel hovers inches above a rural cobblestone path with moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera framed in a close-up shot that is gently tilted upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible swirling wind containing shimmering gold dust and tiny, self-luminous leaves surrounding the scooter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the warm, diffuse glow of an afternoon sun creating a soft atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810521960258484 + ], + "opposite_logprob_tokens": [ + -3.2881052494049072 + ], + "logprob_reward": -0.03810521960258484, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810521960258484, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1868128478527069, + 0.038050245493650436, + 0.058023687452077866, + 0.06645771116018295, + 0.05256696417927742, + 0.044297318905591965, + 0.04624934867024422, + 0.03624582663178444, + 0.3880839943885803, + 0.08321204036474228 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.03810521960258484 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a belt-driven scooter with a pale blue, lightly worn metal body and gleaming copper fixtures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scooter performing a spinning motion while its rear wheel hovers inches above a rural cobblestone path with moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera framed in a close-up shot that is gently tilted upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible swirling wind containing shimmering gold dust and tiny, self-luminous leaves surrounding the scooter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the warm, diffuse glow of an afternoon sun creating a soft atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008635086007416248 + ], + "opposite_logprob_tokens": [ + -4.7586350440979 + ], + "logprob_reward": -0.008635086007416248, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008635086007416248, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34323519468307495, + 0.053493380546569824, + 0.038890305906534195, + 0.047404441982507706, + 0.018321197479963303, + 0.033602140843868256, + 0.014490924775600433, + 0.03471969813108444, + 0.39776310324668884, + 0.018079597502946854 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.008635086007416248 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a belt-driven scooter with a pale blue, lightly worn metal body and gleaming copper fixtures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scooter performing a spinning motion while its rear wheel hovers inches above a rural cobblestone path with moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera framed in a close-up shot that is gently tilted upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible swirling wind containing shimmering gold dust and tiny, self-luminous leaves surrounding the scooter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the warm, diffuse glow of an afternoon sun creating a soft atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2016039490699768 + ], + "opposite_logprob_tokens": [ + -1.701603889465332 + ], + "logprob_reward": -0.2016039490699768, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2016039490699768, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2662312686443329, + 0.07589539140462875, + 0.04212028533220291, + 0.028364023193717003, + 0.13750451803207397, + 0.03312873840332031, + 0.0469154492020607, + 0.014746293425559998, + 0.3059021234512329, + 0.049191948026418686 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.2016039490699768 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a belt-driven scooter with a pale blue, lightly worn metal body and gleaming copper fixtures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scooter performing a spinning motion while its rear wheel hovers inches above a rural cobblestone path with moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera framed in a close-up shot that is gently tilted upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible swirling wind containing shimmering gold dust and tiny, self-luminous leaves surrounding the scooter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the warm, diffuse glow of an afternoon sun creating a soft atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012537471950054169 + ], + "opposite_logprob_tokens": [ + -4.387537479400635 + ], + "logprob_reward": -0.012537471950054169, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012537471950054169, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.43164771795272827, + 0.05277017503976822, + 0.035659387707710266, + 0.06287733465433121, + 0.17067350447177887, + 0.03677014634013176, + 0.024673743173480034, + 0.02750711515545845, + 0.11782247573137283, + 0.03959835320711136 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.012537471950054169 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Ghibli-inspired close-up, gently tilted upward, captures the moment a captivating belt-driven scooter begins its magical ascent. As the scooter accelerates into a spin, the camera focuses intently on its rear wheel, its thick rubber tire hovering mere inches above a rural cobblestone path, where tufts of moss grow between the weathered stones. The scooter itself possesses a whimsical, handcrafted aesthetic, featuring a pale blue, lightly worn metal body and gleaming copper fixtures. A visible swirling wind, imbued with shimmering gold dust and tiny, self-luminous leaves, envelopes the vehicle, providing a magical lift. The wheel, a classic spoke design, blurs into a shimmering circle as it rises smoothly and gracefully, with luminous particles dancing around and leaving faint trails of light. The entire scene is bathed in the warm, diffuse glow of the afternoon sun, creating a soft, dreamlike atmosphere. A color palette of rich earth tones, soft pastels, and ethereal points of light evokes a profound sense of wonder and joy, a sense of impossible flight.", + "seed": 3197, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_7/index_3969_seed_3197_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02411354295909405, + "vlm_logprob": -0.02411354295909405, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.02411354295909405, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a belt-driven scooter with a pale blue, lightly worn metal body and gleaming copper fixtures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scooter performing a spinning motion while its rear wheel hovers inches above a rural cobblestone path with moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera framed in a close-up shot that is gently tilted upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible swirling wind containing shimmering gold dust and tiny, self-luminous leaves surrounding the scooter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the warm, diffuse glow of an afternoon sun creating a soft atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011630350723862648 + ], + "opposite_logprob_tokens": [ + -4.511630535125732 + ], + "logprob_reward": -0.011630350723862648, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011630350723862648, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40390390157699585, + 0.0440790168941021, + 0.1795622557401657, + 0.08627685159444809, + 0.061221927404403687, + 0.06590941548347473, + 0.04078597202897072, + 0.02130277454853058, + 0.049271609634160995, + 0.04768624156713486 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.011630350723862648 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a belt-driven scooter with a pale blue, lightly worn metal body and gleaming copper fixtures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scooter performing a spinning motion while its rear wheel hovers inches above a rural cobblestone path with moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera framed in a close-up shot that is gently tilted upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible swirling wind containing shimmering gold dust and tiny, self-luminous leaves surrounding the scooter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the warm, diffuse glow of an afternoon sun creating a soft atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05494064465165138 + ], + "opposite_logprob_tokens": [ + -2.929940700531006 + ], + "logprob_reward": -0.05494064465165138, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05494064465165138, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2048308104276657, + 0.05850953236222267, + 0.10391706228256226, + 0.05168388411402702, + 0.05670362710952759, + 0.09371375292539597, + 0.07662609964609146, + 0.06399127095937729, + 0.1808016300201416, + 0.10922235250473022 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.05494064465165138 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a belt-driven scooter with a pale blue, lightly worn metal body and gleaming copper fixtures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scooter performing a spinning motion while its rear wheel hovers inches above a rural cobblestone path with moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera framed in a close-up shot that is gently tilted upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible swirling wind containing shimmering gold dust and tiny, self-luminous leaves surrounding the scooter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the warm, diffuse glow of an afternoon sun creating a soft atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02327677607536316 + ], + "opposite_logprob_tokens": [ + -3.7732768058776855 + ], + "logprob_reward": -0.02327677607536316, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02327677607536316, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07166098058223724, + 0.04563048854470253, + 0.08584769815206528, + 0.0824495181441307, + 0.10450789332389832, + 0.27431076765060425, + 0.28518879413604736, + 0.005160223692655563, + 0.012034761719405651, + 0.033208806067705154 + ], + "top_frames": [ + 6, + 5, + 4 + ], + "selected_reward": -0.02327677607536316 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a belt-driven scooter with a pale blue, lightly worn metal body and gleaming copper fixtures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scooter performing a spinning motion while its rear wheel hovers inches above a rural cobblestone path with moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera framed in a close-up shot that is gently tilted upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible swirling wind containing shimmering gold dust and tiny, self-luminous leaves surrounding the scooter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the warm, diffuse glow of an afternoon sun creating a soft atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818847469985485 + ], + "opposite_logprob_tokens": [ + -4.0181884765625 + ], + "logprob_reward": -0.01818847469985485, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818847469985485, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.43318113684654236, + 0.06132820248603821, + 0.18426284193992615, + 0.032647401094436646, + 0.04803485423326492, + 0.030092692002654076, + 0.03078535757958889, + 0.031244106590747833, + 0.04195087403059006, + 0.10647250711917877 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.01818847469985485 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a belt-driven scooter with a pale blue, lightly worn metal body and gleaming copper fixtures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scooter performing a spinning motion while its rear wheel hovers inches above a rural cobblestone path with moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera framed in a close-up shot that is gently tilted upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible swirling wind containing shimmering gold dust and tiny, self-luminous leaves surrounding the scooter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the warm, diffuse glow of an afternoon sun creating a soft atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012531468644738197 + ], + "opposite_logprob_tokens": [ + -4.387531280517578 + ], + "logprob_reward": -0.012531468644738197, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012531468644738197, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08263779431581497, + 0.12756717205047607, + 0.32643774151802063, + 0.031038958579301834, + 0.034288130700588226, + 0.04921157285571098, + 0.029539290815591812, + 0.027950985357165337, + 0.06742608547210693, + 0.22390232980251312 + ], + "top_frames": [ + 2, + 9, + 1 + ], + "selected_reward": -0.012531468644738197 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_8/index_tensor([6469, 6469])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_8/index_tensor([6469, 6469])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..371ff61aa7737a6a327b796ae75ccbc2353bf1e8 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_8/index_tensor([6469, 6469])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, high-angle macro shot, rendered in ultra-detailed 8K, observes a disturbing scene of biological deconstruction in a stark, clinical setting. On a pristine stainless steel countertop, reflecting the cold, evenly glaring light of an overhead LED panel, a rectangular glass container holds a thick slab of raw pork belly, completely immersed in a perfectly transparent, shimmering liquid. The meat's structure is microscopically visible, from its pale, waxy outer skin and thick layer of opaque white fat to its delicate, striated pink muscle tissue. An unnatural effervescence animates the scene, as tiny, uniform bubbles steadily rise from the meat's surface, bubbling without heat. The dissolution proceeds slowly and methodically: individual muscle fibers at the edge of the plate begin to fray and separate, spreading out like fine lines before melting with cold precision into the unsettlingly clear broth, leaving no trace of turbidity or residue. The entire visual composition – defined by a cool palette, shadowless light, and the silent, relentless decomposition of organic matter – establishes a deeply unsettling atmosphere, emphasizing a process that is both precise and unnatural.", + "seed": 24008, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_8/index_6469_seed_24008_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.12616097293794154, + "vlm_logprob": -0.12616097293794154, + "vlm_yes_no_margin": 2.95, + "vlm_token_credit": -0.12616097293794154, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a pristine stainless steel countertop with an overhead LED panel light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rectangular glass container holding a thick slab of raw pork belly immersed in a transparent liquid visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny, uniform bubbles steadily rise from the meat's surface without heat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do individual muscle fibers at the edge of the meat fray, separate, and melt into the liquid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04466618224978447 + ], + "opposite_logprob_tokens": [ + -3.419666290283203 + ], + "logprob_reward": -0.04466618224978447, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.04466618224978447, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10951101779937744, + 0.028477082028985023, + 0.01967966929078102, + 0.008153807371854782, + 0.007745752111077309, + 0.023489201441407204, + 0.029978489503264427, + 0.19104741513729095, + 0.06113012507557869, + 0.5207874774932861 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.04466618224978447 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a pristine stainless steel countertop with an overhead LED panel light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rectangular glass container holding a thick slab of raw pork belly immersed in a transparent liquid visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny, uniform bubbles steadily rise from the meat's surface without heat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do individual muscle fibers at the edge of the meat fray, separate, and melt into the liquid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1604895442724228 + ], + "opposite_logprob_tokens": [ + -1.910489559173584 + ], + "logprob_reward": -0.1604895442724228, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1604895442724228, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3624029755592346, + 0.14503052830696106, + 0.042392197996377945, + 0.01874973624944687, + 0.055520199239254, + 0.04425199702382088, + 0.016143132001161575, + 0.11230222135782242, + 0.04198700189590454, + 0.1612199991941452 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.1604895442724228 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a pristine stainless steel countertop with an overhead LED panel light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rectangular glass container holding a thick slab of raw pork belly immersed in a transparent liquid visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny, uniform bubbles steadily rise from the meat's surface without heat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do individual muscle fibers at the edge of the meat fray, separate, and melt into the liquid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013466347008943558 + ], + "opposite_logprob_tokens": [ + -6.626346588134766 + ], + "logprob_reward": -0.0013466347008943558, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013466347008943558, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14490535855293274, + 0.06968636065721512, + 0.03720514848828316, + 0.018044209107756615, + 0.018407803028821945, + 0.047578830271959305, + 0.05283786356449127, + 0.11069522053003311, + 0.07311900705099106, + 0.42752018570899963 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.0013466347008943558 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a pristine stainless steel countertop with an overhead LED panel light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rectangular glass container holding a thick slab of raw pork belly immersed in a transparent liquid visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny, uniform bubbles steadily rise from the meat's surface without heat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do individual muscle fibers at the edge of the meat fray, separate, and melt into the liquid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28142330050468445 + ], + "opposite_logprob_tokens": [ + -1.4064233303070068 + ], + "logprob_reward": -0.28142330050468445, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28142330050468445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09184439480304718, + 0.22001628577709198, + 0.03457830846309662, + 0.026314234361052513, + 0.025464065372943878, + 0.039152711629867554, + 0.06775252521038055, + 0.0969339981675148, + 0.0746786966919899, + 0.32326480746269226 + ], + "top_frames": [ + 9, + 1, + 7 + ], + "selected_reward": -0.28142330050468445 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a pristine stainless steel countertop with an overhead LED panel light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rectangular glass container holding a thick slab of raw pork belly immersed in a transparent liquid visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny, uniform bubbles steadily rise from the meat's surface without heat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do individual muscle fibers at the edge of the meat fray, separate, and melt into the liquid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428792029619217 + ], + "opposite_logprob_tokens": [ + -2.0178792476654053 + ], + "logprob_reward": -0.1428792029619217, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1428792029619217, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05185387656092644, + 0.17739225924015045, + 0.023495251312851906, + 0.006127454806119204, + 0.008299751207232475, + 0.013083426281809807, + 0.025215420871973038, + 0.2491355538368225, + 0.04831736534833908, + 0.3970796465873718 + ], + "top_frames": [ + 9, + 7, + 1 + ], + "selected_reward": -0.1428792029619217 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, high-angle macro shot, rendered in ultra-detailed 8K, observes a disturbing scene of biological deconstruction in a stark, clinical setting. On a pristine stainless steel countertop, reflecting the cold, evenly glaring light of an overhead LED panel, a rectangular glass container holds a thick slab of raw pork belly, completely immersed in a perfectly transparent, shimmering liquid. The meat's structure is microscopically visible, from its pale, waxy outer skin and thick layer of opaque white fat to its delicate, striated pink muscle tissue. An unnatural effervescence animates the scene, as tiny, uniform bubbles steadily rise from the meat's surface, bubbling without heat. The dissolution proceeds slowly and methodically: individual muscle fibers at the edge of the plate begin to fray and separate, spreading out like fine lines before melting with cold precision into the unsettlingly clear broth, leaving no trace of turbidity or residue. The entire visual composition – defined by a cool palette, shadowless light, and the silent, relentless decomposition of organic matter – establishes a deeply unsettling atmosphere, emphasizing a process that is both precise and unnatural.", + "seed": 24009, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_8/index_6469_seed_24009_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08487510988488793, + "vlm_logprob": -0.08487510988488793, + "vlm_yes_no_margin": 3.15, + "vlm_token_credit": -0.08487510988488793, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a pristine stainless steel countertop with an overhead LED panel light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rectangular glass container holding a thick slab of raw pork belly immersed in a transparent liquid visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny, uniform bubbles steadily rise from the meat's surface without heat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do individual muscle fibers at the edge of the meat fray, separate, and melt into the liquid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04897788539528847 + ], + "opposite_logprob_tokens": [ + -3.173977851867676 + ], + "logprob_reward": -0.04897788539528847, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04897788539528847, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06844485551118851, + 0.06421393901109695, + 0.030246980488300323, + 0.07836352288722992, + 0.07307375967502594, + 0.09354809671640396, + 0.42153656482696533, + 0.032133039087057114, + 0.08628220111131668, + 0.05215704068541527 + ], + "top_frames": [ + 6, + 5, + 8 + ], + "selected_reward": -0.04897788539528847 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a pristine stainless steel countertop with an overhead LED panel light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rectangular glass container holding a thick slab of raw pork belly immersed in a transparent liquid visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny, uniform bubbles steadily rise from the meat's surface without heat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do individual muscle fibers at the edge of the meat fray, separate, and melt into the liquid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1604953408241272 + ], + "opposite_logprob_tokens": [ + -1.9104952812194824 + ], + "logprob_reward": -0.1604953408241272, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1604953408241272, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06390063464641571, + 0.22226136922836304, + 0.02642490714788437, + 0.0934758111834526, + 0.07753296941518784, + 0.07166212797164917, + 0.13112837076187134, + 0.054605040699243546, + 0.1610049456357956, + 0.09800377488136292 + ], + "top_frames": [ + 1, + 8, + 6 + ], + "selected_reward": -0.1604953408241272 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a pristine stainless steel countertop with an overhead LED panel light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rectangular glass container holding a thick slab of raw pork belly immersed in a transparent liquid visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny, uniform bubbles steadily rise from the meat's surface without heat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do individual muscle fibers at the edge of the meat fray, separate, and melt into the liquid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015215021558105946 + ], + "opposite_logprob_tokens": [ + -6.501521587371826 + ], + "logprob_reward": -0.0015215021558105946, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015215021558105946, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1111585721373558, + 0.06939681619405746, + 0.01578202284872532, + 0.09405885636806488, + 0.17402248084545135, + 0.14196784794330597, + 0.1617533564567566, + 0.05498911440372467, + 0.1268121600151062, + 0.05005882307887077 + ], + "top_frames": [ + 4, + 6, + 5 + ], + "selected_reward": -0.0015215021558105946 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a pristine stainless steel countertop with an overhead LED panel light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rectangular glass container holding a thick slab of raw pork belly immersed in a transparent liquid visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny, uniform bubbles steadily rise from the meat's surface without heat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do individual muscle fibers at the edge of the meat fray, separate, and melt into the liquid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11299803853034973 + ], + "opposite_logprob_tokens": [ + -2.2379980087280273 + ], + "logprob_reward": -0.11299803853034973, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11299803853034973, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08952422440052032, + 0.04520847648382187, + 0.023762449622154236, + 0.10225729644298553, + 0.0657758042216301, + 0.08334629237651825, + 0.4140583276748657, + 0.06005581095814705, + 0.09125103801488876, + 0.024760322645306587 + ], + "top_frames": [ + 6, + 3, + 8 + ], + "selected_reward": -0.11299803853034973 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a pristine stainless steel countertop with an overhead LED panel light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rectangular glass container holding a thick slab of raw pork belly immersed in a transparent liquid visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny, uniform bubbles steadily rise from the meat's surface without heat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do individual muscle fibers at the edge of the meat fray, separate, and melt into the liquid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10038278251886368 + ], + "opposite_logprob_tokens": [ + -2.3503828048706055 + ], + "logprob_reward": -0.10038278251886368, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10038278251886368, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05403626337647438, + 0.04623755067586899, + 0.02894694358110428, + 0.22321076691150665, + 0.10904813557863235, + 0.10945643484592438, + 0.2030116617679596, + 0.05597724765539169, + 0.12234240025281906, + 0.04773259535431862 + ], + "top_frames": [ + 3, + 6, + 8 + ], + "selected_reward": -0.10038278251886368 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, high-angle macro shot, rendered in ultra-detailed 8K, observes a disturbing scene of biological deconstruction in a stark, clinical setting. On a pristine stainless steel countertop, reflecting the cold, evenly glaring light of an overhead LED panel, a rectangular glass container holds a thick slab of raw pork belly, completely immersed in a perfectly transparent, shimmering liquid. The meat's structure is microscopically visible, from its pale, waxy outer skin and thick layer of opaque white fat to its delicate, striated pink muscle tissue. An unnatural effervescence animates the scene, as tiny, uniform bubbles steadily rise from the meat's surface, bubbling without heat. The dissolution proceeds slowly and methodically: individual muscle fibers at the edge of the plate begin to fray and separate, spreading out like fine lines before melting with cold precision into the unsettlingly clear broth, leaving no trace of turbidity or residue. The entire visual composition – defined by a cool palette, shadowless light, and the silent, relentless decomposition of organic matter – establishes a deeply unsettling atmosphere, emphasizing a process that is both precise and unnatural.", + "seed": 24010, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_8/index_6469_seed_24010_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05521658088546246, + "vlm_logprob": -0.05521658088546246, + "vlm_yes_no_margin": 3.700000023841858, + "vlm_token_credit": -0.05521658088546246, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a pristine stainless steel countertop with an overhead LED panel light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rectangular glass container holding a thick slab of raw pork belly immersed in a transparent liquid visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny, uniform bubbles steadily rise from the meat's surface without heat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do individual muscle fibers at the edge of the meat fray, separate, and melt into the liquid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023682929575443268 + ], + "opposite_logprob_tokens": [ + -4.148683071136475 + ], + "logprob_reward": -0.023682929575443268, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.023682929575443268, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4457080662250519, + 0.0639202669262886, + 0.044842470437288284, + 0.034605756402015686, + 0.02439366653561592, + 0.028465639799833298, + 0.0534185990691185, + 0.12826628983020782, + 0.0954919084906578, + 0.08088724315166473 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.023682929575443268 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a pristine stainless steel countertop with an overhead LED panel light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rectangular glass container holding a thick slab of raw pork belly immersed in a transparent liquid visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny, uniform bubbles steadily rise from the meat's surface without heat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do individual muscle fibers at the edge of the meat fray, separate, and melt into the liquid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03813735023140907 + ], + "opposite_logprob_tokens": [ + -3.288137435913086 + ], + "logprob_reward": -0.03813735023140907, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03813735023140907, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4617953598499298, + 0.07424423098564148, + 0.024167262017726898, + 0.03124804049730301, + 0.021085970103740692, + 0.015036147087812424, + 0.09311839193105698, + 0.08946244418621063, + 0.08845621347427368, + 0.10138591378927231 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.03813735023140907 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a pristine stainless steel countertop with an overhead LED panel light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rectangular glass container holding a thick slab of raw pork belly immersed in a transparent liquid visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny, uniform bubbles steadily rise from the meat's surface without heat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do individual muscle fibers at the edge of the meat fray, separate, and melt into the liquid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013442536583170295 + ], + "opposite_logprob_tokens": [ + -6.626344203948975 + ], + "logprob_reward": -0.0013442536583170295, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013442536583170295, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0602014996111393, + 0.35571572184562683, + 0.06763855367898941, + 0.0338408425450325, + 0.015164092183113098, + 0.02187127061188221, + 0.09586036950349808, + 0.15601947903633118, + 0.09939277172088623, + 0.0942954421043396 + ], + "top_frames": [ + 1, + 7, + 8 + ], + "selected_reward": -0.0013442536583170295 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a pristine stainless steel countertop with an overhead LED panel light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rectangular glass container holding a thick slab of raw pork belly immersed in a transparent liquid visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny, uniform bubbles steadily rise from the meat's surface without heat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do individual muscle fibers at the edge of the meat fray, separate, and melt into the liquid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14285409450531006 + ], + "opposite_logprob_tokens": [ + -2.0178542137145996 + ], + "logprob_reward": -0.14285409450531006, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14285409450531006, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29031136631965637, + 0.14568208158016205, + 0.05989411845803261, + 0.04484231024980545, + 0.022027064114809036, + 0.022451313212513924, + 0.03853512182831764, + 0.16254658997058868, + 0.12742874026298523, + 0.08628130704164505 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.14285409450531006 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a pristine stainless steel countertop with an overhead LED panel light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rectangular glass container holding a thick slab of raw pork belly immersed in a transparent liquid visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny, uniform bubbles steadily rise from the meat's surface without heat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do individual muscle fibers at the edge of the meat fray, separate, and melt into the liquid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07006427645683289 + ], + "opposite_logprob_tokens": [ + -2.6950643062591553 + ], + "logprob_reward": -0.07006427645683289, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07006427645683289, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12940312922000885, + 0.0969010591506958, + 0.10005640238523483, + 0.06251437962055206, + 0.03809767961502075, + 0.06057117506861687, + 0.045008014887571335, + 0.2437107115983963, + 0.07272838801145554, + 0.15100902318954468 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.07006427645683289 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, high-angle macro shot, rendered in ultra-detailed 8K, observes a disturbing scene of biological deconstruction in a stark, clinical setting. On a pristine stainless steel countertop, reflecting the cold, evenly glaring light of an overhead LED panel, a rectangular glass container holds a thick slab of raw pork belly, completely immersed in a perfectly transparent, shimmering liquid. The meat's structure is microscopically visible, from its pale, waxy outer skin and thick layer of opaque white fat to its delicate, striated pink muscle tissue. An unnatural effervescence animates the scene, as tiny, uniform bubbles steadily rise from the meat's surface, bubbling without heat. The dissolution proceeds slowly and methodically: individual muscle fibers at the edge of the plate begin to fray and separate, spreading out like fine lines before melting with cold precision into the unsettlingly clear broth, leaving no trace of turbidity or residue. The entire visual composition – defined by a cool palette, shadowless light, and the silent, relentless decomposition of organic matter – establishes a deeply unsettling atmosphere, emphasizing a process that is both precise and unnatural.", + "seed": 24011, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_8/index_6469_seed_24011_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.11494842623360454, + "vlm_logprob": -0.11494842623360454, + "vlm_yes_no_margin": 2.875, + "vlm_token_credit": -0.11494842623360454, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a pristine stainless steel countertop with an overhead LED panel light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rectangular glass container holding a thick slab of raw pork belly immersed in a transparent liquid visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny, uniform bubbles steadily rise from the meat's surface without heat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do individual muscle fibers at the edge of the meat fray, separate, and melt into the liquid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.052126266062259674 + ], + "opposite_logprob_tokens": [ + -3.302126169204712 + ], + "logprob_reward": -0.052126266062259674, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.052126266062259674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34035158157348633, + 0.1521584540605545, + 0.07422592490911484, + 0.05035452917218208, + 0.04070388898253441, + 0.029173947870731354, + 0.07697675377130508, + 0.05330309644341469, + 0.0946759358048439, + 0.08807593584060669 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.052126266062259674 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a pristine stainless steel countertop with an overhead LED panel light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rectangular glass container holding a thick slab of raw pork belly immersed in a transparent liquid visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny, uniform bubbles steadily rise from the meat's surface without heat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do individual muscle fibers at the edge of the meat fray, separate, and melt into the liquid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18004588782787323 + ], + "opposite_logprob_tokens": [ + -1.8050458431243896 + ], + "logprob_reward": -0.18004588782787323, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18004588782787323, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21164357662200928, + 0.12834179401397705, + 0.10366036742925644, + 0.03766639903187752, + 0.10812555998563766, + 0.02161179855465889, + 0.09595765918493271, + 0.16152969002723694, + 0.0501367524266243, + 0.08132632076740265 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.18004588782787323 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a pristine stainless steel countertop with an overhead LED panel light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rectangular glass container holding a thick slab of raw pork belly immersed in a transparent liquid visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny, uniform bubbles steadily rise from the meat's surface without heat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do individual muscle fibers at the edge of the meat fray, separate, and melt into the liquid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002209842437878251 + ], + "opposite_logprob_tokens": [ + -6.127209663391113 + ], + "logprob_reward": -0.002209842437878251, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002209842437878251, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.251892626285553, + 0.02785266749560833, + 0.13513751327991486, + 0.09418996423482895, + 0.048282697796821594, + 0.022898515686392784, + 0.1882275640964508, + 0.031086666509509087, + 0.03406982496380806, + 0.1663619577884674 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.002209842437878251 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a pristine stainless steel countertop with an overhead LED panel light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rectangular glass container holding a thick slab of raw pork belly immersed in a transparent liquid visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny, uniform bubbles steadily rise from the meat's surface without heat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do individual muscle fibers at the edge of the meat fray, separate, and melt into the liquid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16042008996009827 + ], + "opposite_logprob_tokens": [ + -1.9104200601577759 + ], + "logprob_reward": -0.16042008996009827, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16042008996009827, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18549279868602753, + 0.09095139801502228, + 0.06840153783559799, + 0.08894467353820801, + 0.0922374501824379, + 0.06413713097572327, + 0.17020033299922943, + 0.08031494170427322, + 0.09671512246131897, + 0.0626046434044838 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.16042008996009827 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a pristine stainless steel countertop with an overhead LED panel light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a rectangular glass container holding a thick slab of raw pork belly immersed in a transparent liquid visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny, uniform bubbles steadily rise from the meat's surface without heat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do individual muscle fibers at the edge of the meat fray, separate, and melt into the liquid?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17994004487991333 + ], + "opposite_logprob_tokens": [ + -1.8049399852752686 + ], + "logprob_reward": -0.17994004487991333, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17994004487991333, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3695884943008423, + 0.06104828417301178, + 0.11768119037151337, + 0.06760082393884659, + 0.044997263699769974, + 0.04338429495692253, + 0.11864949762821198, + 0.06589791923761368, + 0.04177732393145561, + 0.06937491148710251 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.17994004487991333 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_9/index_tensor([8888, 8888])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_9/index_tensor([8888, 8888])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c4d6924d8c66748498080dd03c78b70a3aa24a38 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_9/index_tensor([8888, 8888])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Viewed from a static, first-person perspective, the scene unfolds in Miyazaki's gentle, pastoral, and whimsical hand-drawn animation style. Delicate spring-green tendrils, with soft watercolor textures and delicate, expressive lines, gracefully unfurl from the lower edge of the frame. They move with a tranquil, magical rhythm, spiraling upward and gently circling the viewer's perspective, creating a natural, living border. As the vine grows, the small buds nestled within swell and slowly bloom into waxy, star-shaped white blossoms. Each petal deliberately unfolds to reveal a soft, pale yellow center, imbuing the entire process with a sense of quiet wonder. The scene is bathed in a soft, aimless golden light that seems to filter through the forest canopy, capturing the waxy sheen of the petals and creating soft highlights on the curving vines. All of this, set against a soft, lush green backdrop, enhances the tranquil and enchanting atmosphere of this magical growth.", + "seed": 17564, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_9/index_8888_seed_17564_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.012062357715331018, + "vlm_logprob": -0.012062357715331018, + "vlm_yes_no_margin": 4.925, + "vlm_token_credit": -0.012062357715331018, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a hand-drawn animation style with soft watercolor textures and delicate expressive lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are spring-green tendrils visible unfurling from the lower edge of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tendrils spiral upward and circle the viewer's perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the tendrils bloom into waxy, star-shaped white blossoms with pale yellow centers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft golden light against a soft, lush green backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03449675813317299 + ], + "opposite_logprob_tokens": [ + -3.409496784210205 + ], + "logprob_reward": -0.03449675813317299, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03449675813317299, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15992464125156403, + 0.18512457609176636, + 0.04622473940253258, + 0.2312459945678711, + 0.04260190203785896, + 0.04560772329568863, + 0.03539472445845604, + 0.06426846235990524, + 0.13493919372558594, + 0.05466802418231964 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.03449675813317299 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a hand-drawn animation style with soft watercolor textures and delicate expressive lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are spring-green tendrils visible unfurling from the lower edge of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tendrils spiral upward and circle the viewer's perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the tendrils bloom into waxy, star-shaped white blossoms with pale yellow centers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft golden light against a soft, lush green backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014212576672434807 + ], + "opposite_logprob_tokens": [ + -4.264212608337402 + ], + "logprob_reward": -0.014212576672434807, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014212576672434807, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09964439272880554, + 0.07645376026630402, + 0.09985116869211197, + 0.3386661410331726, + 0.06263653188943863, + 0.03796509653329849, + 0.011510953307151794, + 0.04580646753311157, + 0.1963106095790863, + 0.031154848635196686 + ], + "top_frames": [ + 3, + 8, + 2 + ], + "selected_reward": -0.014212576672434807 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a hand-drawn animation style with soft watercolor textures and delicate expressive lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are spring-green tendrils visible unfurling from the lower edge of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tendrils spiral upward and circle the viewer's perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the tendrils bloom into waxy, star-shaped white blossoms with pale yellow centers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft golden light against a soft, lush green backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004638862796127796 + ], + "opposite_logprob_tokens": [ + -5.379638671875 + ], + "logprob_reward": -0.004638862796127796, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004638862796127796, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07214991003274918, + 0.0828365832567215, + 0.06143098324537277, + 0.3485185205936432, + 0.09141188859939575, + 0.19394485652446747, + 0.011887489818036556, + 0.04441723972558975, + 0.07473809272050858, + 0.018664525821805 + ], + "top_frames": [ + 3, + 5, + 4 + ], + "selected_reward": -0.004638862796127796 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a hand-drawn animation style with soft watercolor textures and delicate expressive lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are spring-green tendrils visible unfurling from the lower edge of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tendrils spiral upward and circle the viewer's perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the tendrils bloom into waxy, star-shaped white blossoms with pale yellow centers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft golden light against a soft, lush green backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017124050064012408 + ], + "opposite_logprob_tokens": [ + -6.376712322235107 + ], + "logprob_reward": -0.0017124050064012408, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017124050064012408, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10630672425031662, + 0.05805990472435951, + 0.03259878605604172, + 0.596307098865509, + 0.019893189892172813, + 0.026381965726614, + 0.012555030174553394, + 0.05367089807987213, + 0.06818018108606339, + 0.026046326383948326 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.0017124050064012408 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a hand-drawn animation style with soft watercolor textures and delicate expressive lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are spring-green tendrils visible unfurling from the lower edge of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tendrils spiral upward and circle the viewer's perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the tendrils bloom into waxy, star-shaped white blossoms with pale yellow centers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft golden light against a soft, lush green backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005251185968518257 + ], + "opposite_logprob_tokens": [ + -5.255251407623291 + ], + "logprob_reward": -0.005251185968518257, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005251185968518257, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16019567847251892, + 0.06278645247220993, + 0.06331682950258255, + 0.346853107213974, + 0.07025478035211563, + 0.06383360922336578, + 0.022712893784046173, + 0.06476087123155594, + 0.09044483304023743, + 0.05484095960855484 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.005251185968518257 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Viewed from a static, first-person perspective, the scene unfolds in Miyazaki's gentle, pastoral, and whimsical hand-drawn animation style. Delicate spring-green tendrils, with soft watercolor textures and delicate, expressive lines, gracefully unfurl from the lower edge of the frame. They move with a tranquil, magical rhythm, spiraling upward and gently circling the viewer's perspective, creating a natural, living border. As the vine grows, the small buds nestled within swell and slowly bloom into waxy, star-shaped white blossoms. Each petal deliberately unfolds to reveal a soft, pale yellow center, imbuing the entire process with a sense of quiet wonder. The scene is bathed in a soft, aimless golden light that seems to filter through the forest canopy, capturing the waxy sheen of the petals and creating soft highlights on the curving vines. All of this, set against a soft, lush green backdrop, enhances the tranquil and enchanting atmosphere of this magical growth.", + "seed": 17565, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_9/index_8888_seed_17565_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.011438828846439719, + "vlm_logprob": -0.011438828846439719, + "vlm_yes_no_margin": 5.625, + "vlm_token_credit": -0.011438828846439719, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a hand-drawn animation style with soft watercolor textures and delicate expressive lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are spring-green tendrils visible unfurling from the lower edge of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tendrils spiral upward and circle the viewer's perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the tendrils bloom into waxy, star-shaped white blossoms with pale yellow centers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft golden light against a soft, lush green backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.049261510372161865 + ], + "opposite_logprob_tokens": [ + -3.0492615699768066 + ], + "logprob_reward": -0.049261510372161865, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.049261510372161865, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16697585582733154, + 0.14020954072475433, + 0.16822637617588043, + 0.05505279824137688, + 0.03527596592903137, + 0.012335693463683128, + 0.15013961493968964, + 0.14639045298099518, + 0.05060563236474991, + 0.07478804141283035 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.049261510372161865 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a hand-drawn animation style with soft watercolor textures and delicate expressive lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are spring-green tendrils visible unfurling from the lower edge of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tendrils spiral upward and circle the viewer's perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the tendrils bloom into waxy, star-shaped white blossoms with pale yellow centers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft golden light against a soft, lush green backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022049658000469208 + ], + "opposite_logprob_tokens": [ + -6.127204895019531 + ], + "logprob_reward": -0.0022049658000469208, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022049658000469208, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17661577463150024, + 0.09733320027589798, + 0.07505420595407486, + 0.15420451760292053, + 0.0436604805290699, + 0.026758357882499695, + 0.12426801770925522, + 0.17278756201267242, + 0.04864907264709473, + 0.08066875487565994 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.0022049658000469208 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a hand-drawn animation style with soft watercolor textures and delicate expressive lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are spring-green tendrils visible unfurling from the lower edge of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tendrils spiral upward and circle the viewer's perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the tendrils bloom into waxy, star-shaped white blossoms with pale yellow centers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft golden light against a soft, lush green backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024911104701459408 + ], + "opposite_logprob_tokens": [ + -6.002490997314453 + ], + "logprob_reward": -0.0024911104701459408, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024911104701459408, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04319905489683151, + 0.08292552083730698, + 0.09440325945615768, + 0.05781234800815582, + 0.019789336249232292, + 0.03154933452606201, + 0.25483396649360657, + 0.35853350162506104, + 0.015662308782339096, + 0.04129134118556976 + ], + "top_frames": [ + 7, + 6, + 2 + ], + "selected_reward": -0.0024911104701459408 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a hand-drawn animation style with soft watercolor textures and delicate expressive lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are spring-green tendrils visible unfurling from the lower edge of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tendrils spiral upward and circle the viewer's perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the tendrils bloom into waxy, star-shaped white blossoms with pale yellow centers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft golden light against a soft, lush green backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010402749758213758 + ], + "opposite_logprob_tokens": [ + -6.876040458679199 + ], + "logprob_reward": -0.0010402749758213758, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010402749758213758, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11196916550397873, + 0.04446488618850708, + 0.06515132635831833, + 0.07400521636009216, + 0.027068132534623146, + 0.02829485759139061, + 0.02328263595700264, + 0.42593827843666077, + 0.04340829700231552, + 0.15641720592975616 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.0010402749758213758 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a hand-drawn animation style with soft watercolor textures and delicate expressive lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are spring-green tendrils visible unfurling from the lower edge of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tendrils spiral upward and circle the viewer's perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the tendrils bloom into waxy, star-shaped white blossoms with pale yellow centers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft golden light against a soft, lush green backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021962826140224934 + ], + "opposite_logprob_tokens": [ + -6.127196311950684 + ], + "logprob_reward": -0.0021962826140224934, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021962826140224934, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07048522680997849, + 0.024444906041026115, + 0.03728726878762245, + 0.05164268985390663, + 0.014432615600526333, + 0.03789924085140228, + 0.05880426988005638, + 0.5651145577430725, + 0.04896288737654686, + 0.09092631936073303 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.0021962826140224934 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Viewed from a static, first-person perspective, the scene unfolds in Miyazaki's gentle, pastoral, and whimsical hand-drawn animation style. Delicate spring-green tendrils, with soft watercolor textures and delicate, expressive lines, gracefully unfurl from the lower edge of the frame. They move with a tranquil, magical rhythm, spiraling upward and gently circling the viewer's perspective, creating a natural, living border. As the vine grows, the small buds nestled within swell and slowly bloom into waxy, star-shaped white blossoms. Each petal deliberately unfolds to reveal a soft, pale yellow center, imbuing the entire process with a sense of quiet wonder. The scene is bathed in a soft, aimless golden light that seems to filter through the forest canopy, capturing the waxy sheen of the petals and creating soft highlights on the curving vines. All of this, set against a soft, lush green backdrop, enhances the tranquil and enchanting atmosphere of this magical growth.", + "seed": 17566, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_9/index_8888_seed_17566_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.017176642082631588, + "vlm_logprob": -0.017176642082631588, + "vlm_yes_no_margin": 5.075, + "vlm_token_credit": -0.017176642082631588, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a hand-drawn animation style with soft watercolor textures and delicate expressive lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are spring-green tendrils visible unfurling from the lower edge of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tendrils spiral upward and circle the viewer's perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the tendrils bloom into waxy, star-shaped white blossoms with pale yellow centers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft golden light against a soft, lush green backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07061383873224258 + ], + "opposite_logprob_tokens": [ + -2.6956138610839844 + ], + "logprob_reward": -0.07061383873224258, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07061383873224258, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11130737513303757, + 0.06205057352781296, + 0.17520730197429657, + 0.12815512716770172, + 0.03141062706708908, + 0.2198207974433899, + 0.13840875029563904, + 0.03790728747844696, + 0.03081195242702961, + 0.06492011249065399 + ], + "top_frames": [ + 5, + 2, + 6 + ], + "selected_reward": -0.07061383873224258 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a hand-drawn animation style with soft watercolor textures and delicate expressive lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are spring-green tendrils visible unfurling from the lower edge of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tendrils spiral upward and circle the viewer's perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the tendrils bloom into waxy, star-shaped white blossoms with pale yellow centers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft golden light against a soft, lush green backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024989587254822254 + ], + "opposite_logprob_tokens": [ + -6.002499103546143 + ], + "logprob_reward": -0.0024989587254822254, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024989587254822254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.309390664100647, + 0.12323463708162308, + 0.09069990366697311, + 0.15825484693050385, + 0.085971899330616, + 0.05197932943701744, + 0.062144920229911804, + 0.050786882638931274, + 0.036936890333890915, + 0.030600013211369514 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.0024989587254822254 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a hand-drawn animation style with soft watercolor textures and delicate expressive lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are spring-green tendrils visible unfurling from the lower edge of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tendrils spiral upward and circle the viewer's perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the tendrils bloom into waxy, star-shaped white blossoms with pale yellow centers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft golden light against a soft, lush green backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004095382057130337 + ], + "opposite_logprob_tokens": [ + -5.504095554351807 + ], + "logprob_reward": -0.004095382057130337, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004095382057130337, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08360931277275085, + 0.09575939178466797, + 0.2616022527217865, + 0.301830917596817, + 0.078981913626194, + 0.0383748859167099, + 0.05176229774951935, + 0.028143908828496933, + 0.023589501157402992, + 0.036345601081848145 + ], + "top_frames": [ + 3, + 2, + 1 + ], + "selected_reward": -0.004095382057130337 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a hand-drawn animation style with soft watercolor textures and delicate expressive lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are spring-green tendrils visible unfurling from the lower edge of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tendrils spiral upward and circle the viewer's perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the tendrils bloom into waxy, star-shaped white blossoms with pale yellow centers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft golden light against a soft, lush green backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019378946162760258 + ], + "opposite_logprob_tokens": [ + -6.2519378662109375 + ], + "logprob_reward": -0.0019378946162760258, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019378946162760258, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.036544349044561386, + 0.031500671058893204, + 0.3081333637237549, + 0.04277671128511429, + 0.04029364883899689, + 0.3341193199157715, + 0.03194368630647659, + 0.05642951652407646, + 0.06080032140016556, + 0.05745840072631836 + ], + "top_frames": [ + 5, + 2, + 8 + ], + "selected_reward": -0.0019378946162760258 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a hand-drawn animation style with soft watercolor textures and delicate expressive lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are spring-green tendrils visible unfurling from the lower edge of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tendrils spiral upward and circle the viewer's perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the tendrils bloom into waxy, star-shaped white blossoms with pale yellow centers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft golden light against a soft, lush green backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006737136282026768 + ], + "opposite_logprob_tokens": [ + -5.006737232208252 + ], + "logprob_reward": -0.006737136282026768, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006737136282026768, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10171134024858475, + 0.028318673372268677, + 0.26428624987602234, + 0.24055129289627075, + 0.05859487131237984, + 0.06035593897104263, + 0.13429246842861176, + 0.03911185637116432, + 0.016151946038007736, + 0.056625332683324814 + ], + "top_frames": [ + 2, + 3, + 6 + ], + "selected_reward": -0.006737136282026768 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Viewed from a static, first-person perspective, the scene unfolds in Miyazaki's gentle, pastoral, and whimsical hand-drawn animation style. Delicate spring-green tendrils, with soft watercolor textures and delicate, expressive lines, gracefully unfurl from the lower edge of the frame. They move with a tranquil, magical rhythm, spiraling upward and gently circling the viewer's perspective, creating a natural, living border. As the vine grows, the small buds nestled within swell and slowly bloom into waxy, star-shaped white blossoms. Each petal deliberately unfolds to reveal a soft, pale yellow center, imbuing the entire process with a sense of quiet wonder. The scene is bathed in a soft, aimless golden light that seems to filter through the forest canopy, capturing the waxy sheen of the petals and creating soft highlights on the curving vines. All of this, set against a soft, lush green backdrop, enhances the tranquil and enchanting atmosphere of this magical growth.", + "seed": 17567, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000202/group_9/index_8888_seed_17567_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.019595140113960952, + "vlm_logprob": -0.019595140113960952, + "vlm_yes_no_margin": 4.875, + "vlm_token_credit": -0.019595140113960952, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a hand-drawn animation style with soft watercolor textures and delicate expressive lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are spring-green tendrils visible unfurling from the lower edge of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tendrils spiral upward and circle the viewer's perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the tendrils bloom into waxy, star-shaped white blossoms with pale yellow centers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft golden light against a soft, lush green backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06273774802684784 + ], + "opposite_logprob_tokens": [ + -2.8127377033233643 + ], + "logprob_reward": -0.06273774802684784, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06273774802684784, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15978139638900757, + 0.07694917917251587, + 0.09451189637184143, + 0.07758789509534836, + 0.08101821690797806, + 0.07099688798189163, + 0.061489179730415344, + 0.09248219430446625, + 0.08326492458581924, + 0.20191822946071625 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.06273774802684784 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a hand-drawn animation style with soft watercolor textures and delicate expressive lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are spring-green tendrils visible unfurling from the lower edge of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tendrils spiral upward and circle the viewer's perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the tendrils bloom into waxy, star-shaped white blossoms with pale yellow centers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft golden light against a soft, lush green backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008653049357235432 + ], + "opposite_logprob_tokens": [ + -4.758653163909912 + ], + "logprob_reward": -0.008653049357235432, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008653049357235432, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24631378054618835, + 0.13380195200443268, + 0.10459735989570618, + 0.25729185342788696, + 0.051615674048662186, + 0.03856288269162178, + 0.05223489925265312, + 0.042858924716711044, + 0.03430454060435295, + 0.03841810300946236 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.008653049357235432 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a hand-drawn animation style with soft watercolor textures and delicate expressive lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are spring-green tendrils visible unfurling from the lower edge of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tendrils spiral upward and circle the viewer's perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the tendrils bloom into waxy, star-shaped white blossoms with pale yellow centers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft golden light against a soft, lush green backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0232852790504694 + ], + "opposite_logprob_tokens": [ + -3.773285388946533 + ], + "logprob_reward": -0.0232852790504694, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.0232852790504694, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3078937530517578, + 0.09743224829435349, + 0.10904106497764587, + 0.17722328007221222, + 0.07985074818134308, + 0.032075606286525726, + 0.04134522005915642, + 0.07771888375282288, + 0.04116557911038399, + 0.03625364601612091 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.0232852790504694 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a hand-drawn animation style with soft watercolor textures and delicate expressive lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are spring-green tendrils visible unfurling from the lower edge of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tendrils spiral upward and circle the viewer's perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the tendrils bloom into waxy, star-shaped white blossoms with pale yellow centers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft golden light against a soft, lush green backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024878999684005976 + ], + "opposite_logprob_tokens": [ + -6.002488136291504 + ], + "logprob_reward": -0.0024878999684005976, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024878999684005976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.162362203001976, + 0.12960189580917358, + 0.09443192183971405, + 0.08563803881406784, + 0.07732915878295898, + 0.08338257670402527, + 0.0810658410191536, + 0.1198917031288147, + 0.09989897161722183, + 0.06639766693115234 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.0024878999684005976 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a hand-drawn animation style with soft watercolor textures and delicate expressive lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are spring-green tendrils visible unfurling from the lower edge of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tendrils spiral upward and circle the viewer's perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the tendrils bloom into waxy, star-shaped white blossoms with pale yellow centers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft golden light against a soft, lush green backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008117241668514907 + ], + "opposite_logprob_tokens": [ + -7.125811576843262 + ], + "logprob_reward": -0.0008117241668514907, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008117241668514907, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19276970624923706, + 0.09323816746473312, + 0.1456640213727951, + 0.05222751200199127, + 0.07247568666934967, + 0.07345441728830338, + 0.0463140495121479, + 0.12340407073497772, + 0.08534885942935944, + 0.11510349810123444 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.0008117241668514907 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_0/index_tensor([1779, 1779])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_0/index_tensor([1779, 1779])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..56c4f320a71ea0d0ee2fd482273cd4bba9c1e40e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_0/index_tensor([1779, 1779])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, extreme close-up captures the quiet magic of a lush, overgrown greenhouse, rendered in a beautiful Ghibli style with its distinctive hand-painted textures and vibrant natural palette. In the center of the frame, a forgotten, weathered bar of soap, its once sharp edges now softened by time, rests on a rustic, unglazed clay dish, stained with water. A layer of delicate, velvety, bright green moss covers much of its pale, creamy surface. The entire scene is bathed in a soft, ethereal, diffuse sunlight, which filters through the steaming, condensation-beaded glass windows above, casting a gentle divine glow on the humid air. In the soft-focus background, the large, waxy leaves and tangled vines of exotic plants create a rich tapestry of deep greens and earthy browns. While the soap's surface remains damp, the camera remains steady as the condensation slowly, almost imperceptibly, begins; the delicate hardening process begins, as tiny, delicate crystal structures deliberately form and freeze the surface, catching the light like miniature jewels. The movement is punctuated by a perfectly formed drop, gathering weight on the tip of an overhanging, vibrant green leaf. It finally breaks free and gracefully falls, landing straight on the soap. Upon impact, it doesn't splash, but instead emits a brief, liquid shimmer before returning to its calm, hardened state, rippling across the newly solidified texture, creating a tranquil and contemplative atmosphere that celebrates the quiet beauty of forgotten moments.", + "seed": 23101, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_0/index_1779_seed_23101_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1757131040096283, + "vlm_logprob": -0.1757131040096283, + "vlm_yes_no_margin": 2.325, + "vlm_token_credit": -0.1757131040096283, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a Ghibli style with hand-painted textures and vibrant natural colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a weathered bar of soap covered in bright green moss resting on a rustic clay dish in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a lush, overgrown greenhouse with steaming glass windows and exotic plants in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera remain steady while tiny crystal structures form on the soap's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a water drop fall from a leaf onto the soap, creating a liquid shimmer and rippling across the surface without splashing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3496816158294678 + ], + "opposite_logprob_tokens": [ + -1.2246816158294678 + ], + "logprob_reward": -0.3496816158294678, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3496816158294678, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.519629716873169, + 0.16049127280712128, + 0.03421958535909653, + 0.02487548068165779, + 0.08077920973300934, + 0.04184669628739357, + 0.0257627721875906, + 0.01492550503462553, + 0.04106444492936134, + 0.056405290961265564 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.3496816158294678 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a Ghibli style with hand-painted textures and vibrant natural colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a weathered bar of soap covered in bright green moss resting on a rustic clay dish in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a lush, overgrown greenhouse with steaming glass windows and exotic plants in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera remain steady while tiny crystal structures form on the soap's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a water drop fall from a leaf onto the soap, creating a liquid shimmer and rippling across the surface without splashing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02330170013010502 + ], + "opposite_logprob_tokens": [ + -3.773301601409912 + ], + "logprob_reward": -0.02330170013010502, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02330170013010502, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38297832012176514, + 0.10068991780281067, + 0.03380376473069191, + 0.04796086624264717, + 0.057980913668870926, + 0.06569143384695053, + 0.07509110122919083, + 0.10204187035560608, + 0.045011650770902634, + 0.0887501984834671 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.02330170013010502 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a Ghibli style with hand-painted textures and vibrant natural colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a weathered bar of soap covered in bright green moss resting on a rustic clay dish in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a lush, overgrown greenhouse with steaming glass windows and exotic plants in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera remain steady while tiny crystal structures form on the soap's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a water drop fall from a leaf onto the soap, creating a liquid shimmer and rippling across the surface without splashing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018192103132605553 + ], + "opposite_logprob_tokens": [ + -4.018192291259766 + ], + "logprob_reward": -0.018192103132605553, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018192103132605553, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3855714201927185, + 0.19495992362499237, + 0.08120759576559067, + 0.03186563774943352, + 0.07399410009384155, + 0.05643508583307266, + 0.051103074103593826, + 0.048584382981061935, + 0.026076234877109528, + 0.05020253732800484 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.018192103132605553 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a Ghibli style with hand-painted textures and vibrant natural colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a weathered bar of soap covered in bright green moss resting on a rustic clay dish in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a lush, overgrown greenhouse with steaming glass windows and exotic plants in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera remain steady while tiny crystal structures form on the soap's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a water drop fall from a leaf onto the soap, creating a liquid shimmer and rippling across the surface without splashing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10033458471298218 + ], + "opposite_logprob_tokens": [ + -2.350334644317627 + ], + "logprob_reward": -0.10033458471298218, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10033458471298218, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1180807501077652, + 0.05005030706524849, + 0.025805316865444183, + 0.07696681469678879, + 0.3576412498950958, + 0.26675090193748474, + 0.02605808898806572, + 0.021001962944865227, + 0.049413569271564484, + 0.008231009356677532 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.10033458471298218 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a Ghibli style with hand-painted textures and vibrant natural colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a weathered bar of soap covered in bright green moss resting on a rustic clay dish in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a lush, overgrown greenhouse with steaming glass windows and exotic plants in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera remain steady while tiny crystal structures form on the soap's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a water drop fall from a leaf onto the soap, creating a liquid shimmer and rippling across the surface without splashing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38705551624298096 + ], + "opposite_logprob_tokens": [ + -1.137055516242981 + ], + "logprob_reward": -0.38705551624298096, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38705551624298096, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20940276980400085, + 0.12987972795963287, + 0.04913382604718208, + 0.10450372844934464, + 0.13035744428634644, + 0.12418787181377411, + 0.09047571569681168, + 0.05568205565214157, + 0.050091929733753204, + 0.05628487467765808 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.38705551624298096 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme close-up captures the quiet magic of a lush, overgrown greenhouse, rendered in a beautiful Ghibli style with its distinctive hand-painted textures and vibrant natural palette. In the center of the frame, a forgotten, weathered bar of soap, its once sharp edges now softened by time, rests on a rustic, unglazed clay dish, stained with water. A layer of delicate, velvety, bright green moss covers much of its pale, creamy surface. The entire scene is bathed in a soft, ethereal, diffuse sunlight, which filters through the steaming, condensation-beaded glass windows above, casting a gentle divine glow on the humid air. In the soft-focus background, the large, waxy leaves and tangled vines of exotic plants create a rich tapestry of deep greens and earthy browns. While the soap's surface remains damp, the camera remains steady as the condensation slowly, almost imperceptibly, begins; the delicate hardening process begins, as tiny, delicate crystal structures deliberately form and freeze the surface, catching the light like miniature jewels. The movement is punctuated by a perfectly formed drop, gathering weight on the tip of an overhanging, vibrant green leaf. It finally breaks free and gracefully falls, landing straight on the soap. Upon impact, it doesn't splash, but instead emits a brief, liquid shimmer before returning to its calm, hardened state, rippling across the newly solidified texture, creating a tranquil and contemplative atmosphere that celebrates the quiet beauty of forgotten moments.", + "seed": 23102, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_0/index_1779_seed_23102_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.14440792808309197, + "vlm_logprob": -0.14440792808309197, + "vlm_yes_no_margin": 3.175, + "vlm_token_credit": -0.14440792808309197, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a Ghibli style with hand-painted textures and vibrant natural colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a weathered bar of soap covered in bright green moss resting on a rustic clay dish in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a lush, overgrown greenhouse with steaming glass windows and exotic plants in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera remain steady while tiny crystal structures form on the soap's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a water drop fall from a leaf onto the soap, creating a liquid shimmer and rippling across the surface without splashing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0439610593020916 + ], + "opposite_logprob_tokens": [ + -3.1689610481262207 + ], + "logprob_reward": -0.0439610593020916, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0439610593020916, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3788212835788727, + 0.10989324003458023, + 0.1366790533065796, + 0.062241435050964355, + 0.055469345301389694, + 0.052418552339076996, + 0.06063108518719673, + 0.05280473455786705, + 0.04440611973404884, + 0.04663520306348801 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.0439610593020916 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a Ghibli style with hand-painted textures and vibrant natural colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a weathered bar of soap covered in bright green moss resting on a rustic clay dish in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a lush, overgrown greenhouse with steaming glass windows and exotic plants in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera remain steady while tiny crystal structures form on the soap's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a water drop fall from a leaf onto the soap, creating a liquid shimmer and rippling across the surface without splashing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007639596704393625 + ], + "opposite_logprob_tokens": [ + -4.882639408111572 + ], + "logprob_reward": -0.007639596704393625, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007639596704393625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39133042097091675, + 0.17869539558887482, + 0.13027352094650269, + 0.05841205269098282, + 0.04238109663128853, + 0.03533121943473816, + 0.04134674370288849, + 0.03807036951184273, + 0.034614209085702896, + 0.04954499378800392 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.007639596704393625 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a Ghibli style with hand-painted textures and vibrant natural colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a weathered bar of soap covered in bright green moss resting on a rustic clay dish in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a lush, overgrown greenhouse with steaming glass windows and exotic plants in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera remain steady while tiny crystal structures form on the soap's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a water drop fall from a leaf onto the soap, creating a liquid shimmer and rippling across the surface without splashing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00525260902941227 + ], + "opposite_logprob_tokens": [ + -5.255252838134766 + ], + "logprob_reward": -0.00525260902941227, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.00525260902941227, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36472615599632263, + 0.08176805824041367, + 0.14609204232692719, + 0.07757118344306946, + 0.05135044455528259, + 0.05614783242344856, + 0.06840527802705765, + 0.047057703137397766, + 0.05236102640628815, + 0.054520346224308014 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.00525260902941227 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a Ghibli style with hand-painted textures and vibrant natural colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a weathered bar of soap covered in bright green moss resting on a rustic clay dish in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a lush, overgrown greenhouse with steaming glass windows and exotic plants in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera remain steady while tiny crystal structures form on the soap's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a water drop fall from a leaf onto the soap, creating a liquid shimmer and rippling across the surface without splashing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08905723690986633 + ], + "opposite_logprob_tokens": [ + -2.464057207107544 + ], + "logprob_reward": -0.08905723690986633, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08905723690986633, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11330258101224899, + 0.08970087766647339, + 0.08766064047813416, + 0.06855902820825577, + 0.06950702518224716, + 0.09040895849466324, + 0.09557000547647476, + 0.17317251861095428, + 0.17373724281787872, + 0.038381099700927734 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.08905723690986633 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a Ghibli style with hand-painted textures and vibrant natural colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a weathered bar of soap covered in bright green moss resting on a rustic clay dish in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a lush, overgrown greenhouse with steaming glass windows and exotic plants in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera remain steady while tiny crystal structures form on the soap's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a water drop fall from a leaf onto the soap, creating a liquid shimmer and rippling across the surface without splashing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.576129138469696 + ], + "opposite_logprob_tokens": [ + -0.826129138469696 + ], + "logprob_reward": -0.576129138469696, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.576129138469696, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4159247875213623, + 0.08114194869995117, + 0.07492316514253616, + 0.033534761518239975, + 0.057774417102336884, + 0.0819859504699707, + 0.04679778590798378, + 0.08873201161623001, + 0.05524064227938652, + 0.0639444887638092 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.576129138469696 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme close-up captures the quiet magic of a lush, overgrown greenhouse, rendered in a beautiful Ghibli style with its distinctive hand-painted textures and vibrant natural palette. In the center of the frame, a forgotten, weathered bar of soap, its once sharp edges now softened by time, rests on a rustic, unglazed clay dish, stained with water. A layer of delicate, velvety, bright green moss covers much of its pale, creamy surface. The entire scene is bathed in a soft, ethereal, diffuse sunlight, which filters through the steaming, condensation-beaded glass windows above, casting a gentle divine glow on the humid air. In the soft-focus background, the large, waxy leaves and tangled vines of exotic plants create a rich tapestry of deep greens and earthy browns. While the soap's surface remains damp, the camera remains steady as the condensation slowly, almost imperceptibly, begins; the delicate hardening process begins, as tiny, delicate crystal structures deliberately form and freeze the surface, catching the light like miniature jewels. The movement is punctuated by a perfectly formed drop, gathering weight on the tip of an overhanging, vibrant green leaf. It finally breaks free and gracefully falls, landing straight on the soap. Upon impact, it doesn't splash, but instead emits a brief, liquid shimmer before returning to its calm, hardened state, rippling across the newly solidified texture, creating a tranquil and contemplative atmosphere that celebrates the quiet beauty of forgotten moments.", + "seed": 23103, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_0/index_1779_seed_23103_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.15445482060313226, + "vlm_logprob": -0.15445482060313226, + "vlm_yes_no_margin": 2.6, + "vlm_token_credit": -0.15445482060313226, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a Ghibli style with hand-painted textures and vibrant natural colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a weathered bar of soap covered in bright green moss resting on a rustic clay dish in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a lush, overgrown greenhouse with steaming glass windows and exotic plants in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera remain steady while tiny crystal structures form on the soap's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a water drop fall from a leaf onto the soap, creating a liquid shimmer and rippling across the surface without splashing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.039128974080085754 + ], + "opposite_logprob_tokens": [ + -3.2891290187835693 + ], + "logprob_reward": -0.039128974080085754, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.039128974080085754, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.467600554227829, + 0.11164309829473495, + 0.03930969163775444, + 0.02563909813761711, + 0.06224961578845978, + 0.06728317588567734, + 0.037224218249320984, + 0.0443522147834301, + 0.10224860906600952, + 0.0424497090280056 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.039128974080085754 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a Ghibli style with hand-painted textures and vibrant natural colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a weathered bar of soap covered in bright green moss resting on a rustic clay dish in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a lush, overgrown greenhouse with steaming glass windows and exotic plants in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera remain steady while tiny crystal structures form on the soap's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a water drop fall from a leaf onto the soap, creating a liquid shimmer and rippling across the surface without splashing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008649740368127823 + ], + "opposite_logprob_tokens": [ + -4.758649826049805 + ], + "logprob_reward": -0.008649740368127823, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008649740368127823, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37159162759780884, + 0.15856148302555084, + 0.09228309243917465, + 0.07947952300310135, + 0.08142703026533127, + 0.03939979523420334, + 0.04111502692103386, + 0.038749128580093384, + 0.05742005631327629, + 0.039973240345716476 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.008649740368127823 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a Ghibli style with hand-painted textures and vibrant natural colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a weathered bar of soap covered in bright green moss resting on a rustic clay dish in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a lush, overgrown greenhouse with steaming glass windows and exotic plants in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera remain steady while tiny crystal structures form on the soap's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a water drop fall from a leaf onto the soap, creating a liquid shimmer and rippling across the surface without splashing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866897314786911 + ], + "opposite_logprob_tokens": [ + -3.04866886138916 + ], + "logprob_reward": -0.04866897314786911, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866897314786911, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3140139877796173, + 0.08506852388381958, + 0.06608188897371292, + 0.0838809385895729, + 0.1581629067659378, + 0.0646234005689621, + 0.07389520108699799, + 0.035880930721759796, + 0.0855289101600647, + 0.03286329656839371 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.04866897314786911 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a Ghibli style with hand-painted textures and vibrant natural colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a weathered bar of soap covered in bright green moss resting on a rustic clay dish in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a lush, overgrown greenhouse with steaming glass windows and exotic plants in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera remain steady while tiny crystal structures form on the soap's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a water drop fall from a leaf onto the soap, creating a liquid shimmer and rippling across the surface without splashing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20156429708003998 + ], + "opposite_logprob_tokens": [ + -1.7015643119812012 + ], + "logprob_reward": -0.20156429708003998, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20156429708003998, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19918373227119446, + 0.11308015882968903, + 0.1340179592370987, + 0.15950573980808258, + 0.09398511797189713, + 0.08946249634027481, + 0.047596801072359085, + 0.0524468794465065, + 0.06889697909355164, + 0.041824065148830414 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.20156429708003998 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a Ghibli style with hand-painted textures and vibrant natural colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a weathered bar of soap covered in bright green moss resting on a rustic clay dish in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a lush, overgrown greenhouse with steaming glass windows and exotic plants in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera remain steady while tiny crystal structures form on the soap's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a water drop fall from a leaf onto the soap, creating a liquid shimmer and rippling across the surface without splashing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4742621183395386 + ], + "opposite_logprob_tokens": [ + -0.9742621183395386 + ], + "logprob_reward": -0.4742621183395386, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4742621183395386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18365417420864105, + 0.15688081085681915, + 0.07562300562858582, + 0.08300742506980896, + 0.11039939522743225, + 0.1818452626466751, + 0.028766900300979614, + 0.04921693727374077, + 0.06566527485847473, + 0.06494077295064926 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.4742621183395386 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme close-up captures the quiet magic of a lush, overgrown greenhouse, rendered in a beautiful Ghibli style with its distinctive hand-painted textures and vibrant natural palette. In the center of the frame, a forgotten, weathered bar of soap, its once sharp edges now softened by time, rests on a rustic, unglazed clay dish, stained with water. A layer of delicate, velvety, bright green moss covers much of its pale, creamy surface. The entire scene is bathed in a soft, ethereal, diffuse sunlight, which filters through the steaming, condensation-beaded glass windows above, casting a gentle divine glow on the humid air. In the soft-focus background, the large, waxy leaves and tangled vines of exotic plants create a rich tapestry of deep greens and earthy browns. While the soap's surface remains damp, the camera remains steady as the condensation slowly, almost imperceptibly, begins; the delicate hardening process begins, as tiny, delicate crystal structures deliberately form and freeze the surface, catching the light like miniature jewels. The movement is punctuated by a perfectly formed drop, gathering weight on the tip of an overhanging, vibrant green leaf. It finally breaks free and gracefully falls, landing straight on the soap. Upon impact, it doesn't splash, but instead emits a brief, liquid shimmer before returning to its calm, hardened state, rippling across the newly solidified texture, creating a tranquil and contemplative atmosphere that celebrates the quiet beauty of forgotten moments.", + "seed": 23104, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_0/index_1779_seed_23104_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1258925013244152, + "vlm_logprob": -0.1258925013244152, + "vlm_yes_no_margin": 2.275, + "vlm_token_credit": -0.1258925013244152, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a Ghibli style with hand-painted textures and vibrant natural colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a weathered bar of soap covered in bright green moss resting on a rustic clay dish in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a lush, overgrown greenhouse with steaming glass windows and exotic plants in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera remain steady while tiny crystal structures form on the soap's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a water drop fall from a leaf onto the soap, creating a liquid shimmer and rippling across the surface without splashing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06306260824203491 + ], + "opposite_logprob_tokens": [ + -2.8130626678466797 + ], + "logprob_reward": -0.06306260824203491, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06306260824203491, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36846625804901123, + 0.10414425283670425, + 0.035753894597291946, + 0.05659797787666321, + 0.1054893359541893, + 0.0626053735613823, + 0.13148389756679535, + 0.030510688200592995, + 0.045041151344776154, + 0.05990719795227051 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.06306260824203491 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a Ghibli style with hand-painted textures and vibrant natural colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a weathered bar of soap covered in bright green moss resting on a rustic clay dish in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a lush, overgrown greenhouse with steaming glass windows and exotic plants in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera remain steady while tiny crystal structures form on the soap's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a water drop fall from a leaf onto the soap, creating a liquid shimmer and rippling across the surface without splashing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371976688504219 + ], + "opposite_logprob_tokens": [ + -3.408719778060913 + ], + "logprob_reward": -0.03371976688504219, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371976688504219, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.473008394241333, + 0.18233361840248108, + 0.078330397605896, + 0.05199894681572914, + 0.049950942397117615, + 0.02868090569972992, + 0.02655753679573536, + 0.025695746764540672, + 0.03616213798522949, + 0.04728134348988533 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.03371976688504219 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a Ghibli style with hand-painted textures and vibrant natural colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a weathered bar of soap covered in bright green moss resting on a rustic clay dish in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a lush, overgrown greenhouse with steaming glass windows and exotic plants in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera remain steady while tiny crystal structures form on the soap's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a water drop fall from a leaf onto the soap, creating a liquid shimmer and rippling across the surface without splashing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521342635154724 + ], + "opposite_logprob_tokens": [ + -1.5021343231201172 + ], + "logprob_reward": -0.2521342635154724, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521342635154724, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3322194516658783, + 0.11882778257131577, + 0.08756306767463684, + 0.08074543625116348, + 0.0881681740283966, + 0.06274443864822388, + 0.0879727229475975, + 0.03328099474310875, + 0.060099415481090546, + 0.04837851598858833 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.2521342635154724 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a Ghibli style with hand-painted textures and vibrant natural colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a weathered bar of soap covered in bright green moss resting on a rustic clay dish in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a lush, overgrown greenhouse with steaming glass windows and exotic plants in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera remain steady while tiny crystal structures form on the soap's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a water drop fall from a leaf onto the soap, creating a liquid shimmer and rippling across the surface without splashing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899307459592819 + ], + "opposite_logprob_tokens": [ + -2.578993082046509 + ], + "logprob_reward": -0.07899307459592819, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899307459592819, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22778011858463287, + 0.0951647236943245, + 0.04577847570180893, + 0.09814121574163437, + 0.1296503245830536, + 0.07040286064147949, + 0.06845652312040329, + 0.08102723956108093, + 0.1288970410823822, + 0.054701488465070724 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.07899307459592819 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a Ghibli style with hand-painted textures and vibrant natural colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a weathered bar of soap covered in bright green moss resting on a rustic clay dish in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a lush, overgrown greenhouse with steaming glass windows and exotic plants in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera remain steady while tiny crystal structures form on the soap's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a water drop fall from a leaf onto the soap, creating a liquid shimmer and rippling across the surface without splashing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20155279338359833 + ], + "opposite_logprob_tokens": [ + -1.7015527486801147 + ], + "logprob_reward": -0.20155279338359833, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20155279338359833, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.421863317489624, + 0.13279765844345093, + 0.061976756900548935, + 0.048967521637678146, + 0.0753248780965805, + 0.059587329626083374, + 0.08260615170001984, + 0.030024372041225433, + 0.044393930584192276, + 0.04245802015066147 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.20155279338359833 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_11/index_tensor([4853, 4853])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_11/index_tensor([4853, 4853])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..6e016cc0574ce3747f31db22c87d0cb45f4f17df --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_11/index_tensor([4853, 4853])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "high-angle close-up slowly pans out onto a stainless steel workbench, where a forensic scientist meticulously processes evidence. The scene is illuminated by cool, shadowless overhead fluorescent lighting, creating a sterile, clinical atmosphere. The scientist, a woman with dark hair pulled back into a bun, wears a crisp white lab coat and vibrant blue nitrile gloves. Her brow furrowed in concentration, she carefully extracts a tiny fiber from an open, clear evidence bag using a pair of fine-tipped metal tweezers. With practiced precision, she places the fiber onto a clean glass slide. In the slightly out-of-focus background, shelves hold scientific glassware, and a computer monitor displays abstract, luminous data visualizations. As she places the slide on the stage of a high-performance digital microscope, her movements are both economical and focused. As her fingers delicately adjust the focus knob, her gaze shifts to the connected monitor. Her entire posture exudes an air of intense, silent scrutiny in the quiet laboratory.", + "seed": 3108, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_11/index_4853_seed_3108_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05608532465994358, + "vlm_logprob": -0.05608532465994358, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.05608532465994358, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle close-up that slowly pans out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a woman with dark hair in a bun wearing a white lab coat and blue nitrile gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scientist extract a tiny fiber from a clear evidence bag using metal tweezers and place it on a glass slide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cool, shadowless overhead fluorescent lighting on a stainless steel workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background slightly out-of-focus, showing shelves with scientific glassware and a monitor with luminous data visualizations?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.045626528561115265 + ], + "opposite_logprob_tokens": [ + -3.545626640319824 + ], + "logprob_reward": -0.045626528561115265, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.045626528561115265, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13910634815692902, + 0.09719101339578629, + 0.2526719570159912, + 0.1268899291753769, + 0.07901624590158463, + 0.050624288618564606, + 0.07109913229942322, + 0.07791823893785477, + 0.08808398991823196, + 0.017398791387677193 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.045626528561115265 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle close-up that slowly pans out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a woman with dark hair in a bun wearing a white lab coat and blue nitrile gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scientist extract a tiny fiber from a clear evidence bag using metal tweezers and place it on a glass slide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cool, shadowless overhead fluorescent lighting on a stainless steel workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background slightly out-of-focus, showing shelves with scientific glassware and a monitor with luminous data visualizations?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01822757162153721 + ], + "opposite_logprob_tokens": [ + -4.018227577209473 + ], + "logprob_reward": -0.01822757162153721, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01822757162153721, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19738225638866425, + 0.06133657321333885, + 0.21168459951877594, + 0.076693095266819, + 0.06126992031931877, + 0.07032076269388199, + 0.06582656502723694, + 0.05630140006542206, + 0.1602546125650406, + 0.038930222392082214 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.01822757162153721 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle close-up that slowly pans out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a woman with dark hair in a bun wearing a white lab coat and blue nitrile gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scientist extract a tiny fiber from a clear evidence bag using metal tweezers and place it on a glass slide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cool, shadowless overhead fluorescent lighting on a stainless steel workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background slightly out-of-focus, showing shelves with scientific glassware and a monitor with luminous data visualizations?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16041633486747742 + ], + "opposite_logprob_tokens": [ + -1.9104163646697998 + ], + "logprob_reward": -0.16041633486747742, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16041633486747742, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3196181058883667, + 0.12401936203241348, + 0.08993835002183914, + 0.043843869119882584, + 0.1270357072353363, + 0.06471195071935654, + 0.052231572568416595, + 0.10738909989595413, + 0.04261784255504608, + 0.028594139963388443 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.16041633486747742 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle close-up that slowly pans out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a woman with dark hair in a bun wearing a white lab coat and blue nitrile gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scientist extract a tiny fiber from a clear evidence bag using metal tweezers and place it on a glass slide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cool, shadowless overhead fluorescent lighting on a stainless steel workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background slightly out-of-focus, showing shelves with scientific glassware and a monitor with luminous data visualizations?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02981428988277912 + ], + "opposite_logprob_tokens": [ + -3.5298142433166504 + ], + "logprob_reward": -0.02981428988277912, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02981428988277912, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08403542637825012, + 0.05498797446489334, + 0.33144327998161316, + 0.04867633432149887, + 0.16184212267398834, + 0.06233091279864311, + 0.06334887444972992, + 0.09011758118867874, + 0.08427824079990387, + 0.018939243629574776 + ], + "top_frames": [ + 2, + 4, + 7 + ], + "selected_reward": -0.02981428988277912 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle close-up that slowly pans out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a woman with dark hair in a bun wearing a white lab coat and blue nitrile gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scientist extract a tiny fiber from a clear evidence bag using metal tweezers and place it on a glass slide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cool, shadowless overhead fluorescent lighting on a stainless steel workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background slightly out-of-focus, showing shelves with scientific glassware and a monitor with luminous data visualizations?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634189836680889 + ], + "opposite_logprob_tokens": [ + -3.6513419151306152 + ], + "logprob_reward": -0.02634189836680889, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634189836680889, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13791628181934357, + 0.09926311671733856, + 0.13735297322273254, + 0.17178544402122498, + 0.05325818434357643, + 0.09913106262683868, + 0.08914019912481308, + 0.04571911320090294, + 0.1405002325773239, + 0.025933464989066124 + ], + "top_frames": [ + 3, + 8, + 0 + ], + "selected_reward": -0.02634189836680889 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle close-up slowly pans out onto a stainless steel workbench, where a forensic scientist meticulously processes evidence. The scene is illuminated by cool, shadowless overhead fluorescent lighting, creating a sterile, clinical atmosphere. The scientist, a woman with dark hair pulled back into a bun, wears a crisp white lab coat and vibrant blue nitrile gloves. Her brow furrowed in concentration, she carefully extracts a tiny fiber from an open, clear evidence bag using a pair of fine-tipped metal tweezers. With practiced precision, she places the fiber onto a clean glass slide. In the slightly out-of-focus background, shelves hold scientific glassware, and a computer monitor displays abstract, luminous data visualizations. As she places the slide on the stage of a high-performance digital microscope, her movements are both economical and focused. As her fingers delicately adjust the focus knob, her gaze shifts to the connected monitor. Her entire posture exudes an air of intense, silent scrutiny in the quiet laboratory.", + "seed": 3109, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_11/index_4853_seed_3109_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03727722242474556, + "vlm_logprob": -0.03727722242474556, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.03727722242474556, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle close-up that slowly pans out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a woman with dark hair in a bun wearing a white lab coat and blue nitrile gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scientist extract a tiny fiber from a clear evidence bag using metal tweezers and place it on a glass slide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cool, shadowless overhead fluorescent lighting on a stainless steel workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background slightly out-of-focus, showing shelves with scientific glassware and a monitor with luminous data visualizations?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08068747818470001 + ], + "opposite_logprob_tokens": [ + -2.7056875228881836 + ], + "logprob_reward": -0.08068747818470001, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.08068747818470001, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18328936398029327, + 0.2390388548374176, + 0.0972718670964241, + 0.059910837560892105, + 0.1157822534441948, + 0.14062438905239105, + 0.0691843032836914, + 0.024059897288680077, + 0.028218088671565056, + 0.04262016341090202 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.08068747818470001 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle close-up that slowly pans out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a woman with dark hair in a bun wearing a white lab coat and blue nitrile gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scientist extract a tiny fiber from a clear evidence bag using metal tweezers and place it on a glass slide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cool, shadowless overhead fluorescent lighting on a stainless steel workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background slightly out-of-focus, showing shelves with scientific glassware and a monitor with luminous data visualizations?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009801947511732578 + ], + "opposite_logprob_tokens": [ + -4.634801864624023 + ], + "logprob_reward": -0.009801947511732578, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009801947511732578, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18575535714626312, + 0.034753333777189255, + 0.10056811571121216, + 0.1737668216228485, + 0.036116838455200195, + 0.20931270718574524, + 0.09262880682945251, + 0.049220744520425797, + 0.07985556125640869, + 0.038021717220544815 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.009801947511732578 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle close-up that slowly pans out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a woman with dark hair in a bun wearing a white lab coat and blue nitrile gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scientist extract a tiny fiber from a clear evidence bag using metal tweezers and place it on a glass slide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cool, shadowless overhead fluorescent lighting on a stainless steel workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background slightly out-of-focus, showing shelves with scientific glassware and a monitor with luminous data visualizations?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004882395267487 + ], + "opposite_logprob_tokens": [ + -2.6950488090515137 + ], + "logprob_reward": -0.07004882395267487, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004882395267487, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1623045802116394, + 0.04654022678732872, + 0.11897949129343033, + 0.14860646426677704, + 0.08121135830879211, + 0.0529899075627327, + 0.04255804792046547, + 0.08630242198705673, + 0.23388411104679108, + 0.026623377576470375 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.07004882395267487 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle close-up that slowly pans out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a woman with dark hair in a bun wearing a white lab coat and blue nitrile gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scientist extract a tiny fiber from a clear evidence bag using metal tweezers and place it on a glass slide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cool, shadowless overhead fluorescent lighting on a stainless steel workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background slightly out-of-focus, showing shelves with scientific glassware and a monitor with luminous data visualizations?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016072357073426247 + ], + "opposite_logprob_tokens": [ + -4.1410722732543945 + ], + "logprob_reward": -0.016072357073426247, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016072357073426247, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31630146503448486, + 0.10041456669569016, + 0.06908547878265381, + 0.09065356850624084, + 0.18084588646888733, + 0.07691967487335205, + 0.039264895021915436, + 0.023059478029608727, + 0.06270267814397812, + 0.0407523512840271 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.016072357073426247 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle close-up that slowly pans out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a woman with dark hair in a bun wearing a white lab coat and blue nitrile gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scientist extract a tiny fiber from a clear evidence bag using metal tweezers and place it on a glass slide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cool, shadowless overhead fluorescent lighting on a stainless steel workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background slightly out-of-focus, showing shelves with scientific glassware and a monitor with luminous data visualizations?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009775505401194096 + ], + "opposite_logprob_tokens": [ + -4.634775638580322 + ], + "logprob_reward": -0.009775505401194096, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009775505401194096, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.185930997133255, + 0.0436675027012825, + 0.06286696344614029, + 0.10565827041864395, + 0.058300040662288666, + 0.1317843347787857, + 0.060179438441991806, + 0.10815444588661194, + 0.07832858711481094, + 0.16512945294380188 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.009775505401194096 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle close-up slowly pans out onto a stainless steel workbench, where a forensic scientist meticulously processes evidence. The scene is illuminated by cool, shadowless overhead fluorescent lighting, creating a sterile, clinical atmosphere. The scientist, a woman with dark hair pulled back into a bun, wears a crisp white lab coat and vibrant blue nitrile gloves. Her brow furrowed in concentration, she carefully extracts a tiny fiber from an open, clear evidence bag using a pair of fine-tipped metal tweezers. With practiced precision, she places the fiber onto a clean glass slide. In the slightly out-of-focus background, shelves hold scientific glassware, and a computer monitor displays abstract, luminous data visualizations. As she places the slide on the stage of a high-performance digital microscope, her movements are both economical and focused. As her fingers delicately adjust the focus knob, her gaze shifts to the connected monitor. Her entire posture exudes an air of intense, silent scrutiny in the quiet laboratory.", + "seed": 3110, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_11/index_4853_seed_3110_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04487812537699938, + "vlm_logprob": -0.04487812537699938, + "vlm_yes_no_margin": 3.475, + "vlm_token_credit": -0.04487812537699938, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle close-up that slowly pans out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a woman with dark hair in a bun wearing a white lab coat and blue nitrile gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scientist extract a tiny fiber from a clear evidence bag using metal tweezers and place it on a glass slide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cool, shadowless overhead fluorescent lighting on a stainless steel workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background slightly out-of-focus, showing shelves with scientific glassware and a monitor with luminous data visualizations?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11376679688692093 + ], + "opposite_logprob_tokens": [ + -2.36376690864563 + ], + "logprob_reward": -0.11376679688692093, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.11376679688692093, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08933418244123459, + 0.041500989347696304, + 0.05792349576950073, + 0.06234109401702881, + 0.03939388692378998, + 0.04083723574876785, + 0.178882896900177, + 0.05965910479426384, + 0.024124855175614357, + 0.40600234270095825 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.11376679688692093 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle close-up that slowly pans out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a woman with dark hair in a bun wearing a white lab coat and blue nitrile gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scientist extract a tiny fiber from a clear evidence bag using metal tweezers and place it on a glass slide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cool, shadowless overhead fluorescent lighting on a stainless steel workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background slightly out-of-focus, showing shelves with scientific glassware and a monitor with luminous data visualizations?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00979746226221323 + ], + "opposite_logprob_tokens": [ + -4.6347975730896 + ], + "logprob_reward": -0.00979746226221323, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00979746226221323, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05268446356058121, + 0.05819205939769745, + 0.02308918535709381, + 0.02152777463197708, + 0.015862958505749702, + 0.043572280555963516, + 0.061667755246162415, + 0.07295072078704834, + 0.060761719942092896, + 0.5896911025047302 + ], + "top_frames": [ + 9, + 7, + 6 + ], + "selected_reward": -0.00979746226221323 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle close-up that slowly pans out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a woman with dark hair in a bun wearing a white lab coat and blue nitrile gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scientist extract a tiny fiber from a clear evidence bag using metal tweezers and place it on a glass slide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cool, shadowless overhead fluorescent lighting on a stainless steel workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background slightly out-of-focus, showing shelves with scientific glassware and a monitor with luminous data visualizations?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496896430850029 + ], + "opposite_logprob_tokens": [ + -2.929969072341919 + ], + "logprob_reward": -0.05496896430850029, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496896430850029, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10533685982227325, + 0.14849317073822021, + 0.03777848929166794, + 0.05162863805890083, + 0.02988283894956112, + 0.03848028928041458, + 0.09044166654348373, + 0.06578892469406128, + 0.05854049697518349, + 0.3736286461353302 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.05496896430850029 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle close-up that slowly pans out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a woman with dark hair in a bun wearing a white lab coat and blue nitrile gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scientist extract a tiny fiber from a clear evidence bag using metal tweezers and place it on a glass slide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cool, shadowless overhead fluorescent lighting on a stainless steel workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background slightly out-of-focus, showing shelves with scientific glassware and a monitor with luminous data visualizations?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02979959361255169 + ], + "opposite_logprob_tokens": [ + -3.529799699783325 + ], + "logprob_reward": -0.02979959361255169, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02979959361255169, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12414859980344772, + 0.07695209980010986, + 0.0487813800573349, + 0.03522142022848129, + 0.10485149919986725, + 0.040027543902397156, + 0.07387091219425201, + 0.06306891143321991, + 0.06525908410549164, + 0.3678184449672699 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.02979959361255169 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle close-up that slowly pans out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a woman with dark hair in a bun wearing a white lab coat and blue nitrile gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scientist extract a tiny fiber from a clear evidence bag using metal tweezers and place it on a glass slide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cool, shadowless overhead fluorescent lighting on a stainless steel workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background slightly out-of-focus, showing shelves with scientific glassware and a monitor with luminous data visualizations?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016057809814810753 + ], + "opposite_logprob_tokens": [ + -4.141057968139648 + ], + "logprob_reward": -0.016057809814810753, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016057809814810753, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04909517988562584, + 0.03179857134819031, + 0.018177274614572525, + 0.017531733959913254, + 0.013481244444847107, + 0.020591873675584793, + 0.03666821867227554, + 0.020079750567674637, + 0.06740828603506088, + 0.7251678109169006 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.016057809814810753 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle close-up slowly pans out onto a stainless steel workbench, where a forensic scientist meticulously processes evidence. The scene is illuminated by cool, shadowless overhead fluorescent lighting, creating a sterile, clinical atmosphere. The scientist, a woman with dark hair pulled back into a bun, wears a crisp white lab coat and vibrant blue nitrile gloves. Her brow furrowed in concentration, she carefully extracts a tiny fiber from an open, clear evidence bag using a pair of fine-tipped metal tweezers. With practiced precision, she places the fiber onto a clean glass slide. In the slightly out-of-focus background, shelves hold scientific glassware, and a computer monitor displays abstract, luminous data visualizations. As she places the slide on the stage of a high-performance digital microscope, her movements are both economical and focused. As her fingers delicately adjust the focus knob, her gaze shifts to the connected monitor. Her entire posture exudes an air of intense, silent scrutiny in the quiet laboratory.", + "seed": 3111, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_11/index_4853_seed_3111_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.118323073675856, + "vlm_logprob": -0.118323073675856, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.118323073675856, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle close-up that slowly pans out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a woman with dark hair in a bun wearing a white lab coat and blue nitrile gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scientist extract a tiny fiber from a clear evidence bag using metal tweezers and place it on a glass slide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cool, shadowless overhead fluorescent lighting on a stainless steel workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background slightly out-of-focus, showing shelves with scientific glassware and a monitor with luminous data visualizations?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.534911036491394 + ], + "opposite_logprob_tokens": [ + -0.909911036491394 + ], + "logprob_reward": -0.534911036491394, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.534911036491394, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2820299565792084, + 0.09960149228572845, + 0.06966693699359894, + 0.09926992654800415, + 0.08180995285511017, + 0.08016036450862885, + 0.09794916212558746, + 0.07336567342281342, + 0.07965055853128433, + 0.03649603947997093 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.534911036491394 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle close-up that slowly pans out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a woman with dark hair in a bun wearing a white lab coat and blue nitrile gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scientist extract a tiny fiber from a clear evidence bag using metal tweezers and place it on a glass slide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cool, shadowless overhead fluorescent lighting on a stainless steel workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background slightly out-of-focus, showing shelves with scientific glassware and a monitor with luminous data visualizations?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007642672397196293 + ], + "opposite_logprob_tokens": [ + -4.88264274597168 + ], + "logprob_reward": -0.007642672397196293, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007642672397196293, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11543456465005875, + 0.055179256945848465, + 0.09076633304357529, + 0.10974742472171783, + 0.11420387774705887, + 0.09176140278577805, + 0.0777045413851738, + 0.0703526958823204, + 0.2213408648967743, + 0.053509075194597244 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.007642672397196293 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle close-up that slowly pans out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a woman with dark hair in a bun wearing a white lab coat and blue nitrile gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scientist extract a tiny fiber from a clear evidence bag using metal tweezers and place it on a glass slide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cool, shadowless overhead fluorescent lighting on a stainless steel workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background slightly out-of-focus, showing shelves with scientific glassware and a monitor with luminous data visualizations?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329331450164318 + ], + "opposite_logprob_tokens": [ + -3.7732932567596436 + ], + "logprob_reward": -0.02329331450164318, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329331450164318, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10452121496200562, + 0.11219140142202377, + 0.12585203349590302, + 0.14271405339241028, + 0.13963857293128967, + 0.07178783416748047, + 0.0701913833618164, + 0.04974907636642456, + 0.13111655414104462, + 0.05223790183663368 + ], + "top_frames": [ + 3, + 4, + 8 + ], + "selected_reward": -0.02329331450164318 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle close-up that slowly pans out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a woman with dark hair in a bun wearing a white lab coat and blue nitrile gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scientist extract a tiny fiber from a clear evidence bag using metal tweezers and place it on a glass slide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cool, shadowless overhead fluorescent lighting on a stainless steel workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background slightly out-of-focus, showing shelves with scientific glassware and a monitor with luminous data visualizations?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023283299058675766 + ], + "opposite_logprob_tokens": [ + -3.7732832431793213 + ], + "logprob_reward": -0.023283299058675766, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023283299058675766, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18822070956230164, + 0.06989917904138565, + 0.07507123053073883, + 0.09092199057340622, + 0.07907763868570328, + 0.223076730966568, + 0.04294922947883606, + 0.0833342969417572, + 0.09337977319955826, + 0.054069194942712784 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.023283299058675766 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle close-up that slowly pans out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a woman with dark hair in a bun wearing a white lab coat and blue nitrile gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scientist extract a tiny fiber from a clear evidence bag using metal tweezers and place it on a glass slide?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by cool, shadowless overhead fluorescent lighting on a stainless steel workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background slightly out-of-focus, showing shelves with scientific glassware and a monitor with luminous data visualizations?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024850459303706884 + ], + "opposite_logprob_tokens": [ + -6.002485275268555 + ], + "logprob_reward": -0.0024850459303706884, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024850459303706884, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14273494482040405, + 0.0694078877568245, + 0.04742240905761719, + 0.1886778473854065, + 0.09836576879024506, + 0.10365992039442062, + 0.09522896260023117, + 0.11307258158922195, + 0.06505709886550903, + 0.07637261599302292 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.0024850459303706884 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_12/index_tensor([669, 669])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_12/index_tensor([669, 669])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8b527a8704d516045bc2dbfeb2c690df8581f87e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_12/index_tensor([669, 669])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slightly low-angle, medium-long shot, rendered in the vibrant style of Japanese anime, slowly pans out to reveal a lone Japanese warrior protagonist standing steadfast against a powerful wind. His spiky, dark green hair is ruffled by the strong wind. His left eye is completely concealed by a simple black leather eyepatch, while a prominent, faded scar runs vertically across the same eye, its upper portion visible above his eyebrow before disappearing beneath the edge of the patch. His right eye is sharp and focused, his strong jaw set in a stoic expression that conveys a history of conflict. He possesses a lean yet noticeably muscular build, with broad shoulders and a grounded stance. He wears a traditional, deep scarlet, sleeveless samurai robe, the heavy fabric flapping around him in the wind. Strapped to his back is a legendary sword, its long black sheath partially visible, its intricately wrapped hilt jutting from his right shoulder, hinting at its immense power. He stands atop a rugged, windswept cliff, beneath which a turbulent gray-blue sea churns beneath a gloomy sky. As the camera steadily and deliberately moves in, his hand rests calmly on the hilt of his knife, a posture of constant combat readiness and quiet determination that creates a powerful atmosphere of epic loneliness and unwavering resolve.", + "seed": 17781, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_12/index_669_seed_17781_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.445663508400321, + "vlm_logprob": -0.445663508400321, + "vlm_yes_no_margin": 2.574999976158142, + "vlm_token_credit": -0.445663508400321, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the vibrant style of Japanese anime?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start with a low-angle medium-long shot and slowly pan out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the protagonist wearing a traditional deep scarlet sleeveless samurai robe with heavy fabric flapping in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character's left eye concealed by a black leather eyepatch with a vertical faded scar visible above the eyebrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character standing atop a rugged windswept cliff with a turbulent gray-blue sea and gloomy sky below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.019355006515979767 + ], + "opposite_logprob_tokens": [ + -4.019354820251465 + ], + "logprob_reward": -0.019355006515979767, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.019355006515979767, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28817105293273926, + 0.06671682000160217, + 0.08225882798433304, + 0.14055496454238892, + 0.07160366326570511, + 0.04617045447230339, + 0.09242825955152512, + 0.04434867203235626, + 0.11315092444419861, + 0.05459633097052574 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.019355006515979767 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the vibrant style of Japanese anime?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start with a low-angle medium-long shot and slowly pan out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the protagonist wearing a traditional deep scarlet sleeveless samurai robe with heavy fabric flapping in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character's left eye concealed by a black leather eyepatch with a vertical faded scar visible above the eyebrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character standing atop a rugged windswept cliff with a turbulent gray-blue sea and gloomy sky below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.127004384994507 + ], + "opposite_logprob_tokens": [ + -0.1270044893026352 + ], + "logprob_reward": -2.127004384994507, + "yes_no_margin_reward": -1.9999998807907104, + "token_credit_reward": -2.127004384994507, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.09138859063386917, + 0.05928874388337135, + 0.05466379225254059, + 0.0646301880478859, + 0.09592361003160477, + 0.06875132769346237, + 0.17996931076049805, + 0.09967566281557083, + 0.25047752261161804, + 0.03523131087422371 + ], + "top_frames": [ + 8, + 6, + 7 + ], + "selected_reward": -2.127004384994507 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the vibrant style of Japanese anime?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start with a low-angle medium-long shot and slowly pan out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the protagonist wearing a traditional deep scarlet sleeveless samurai robe with heavy fabric flapping in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character's left eye concealed by a black leather eyepatch with a vertical faded scar visible above the eyebrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character standing atop a rugged windswept cliff with a turbulent gray-blue sea and gloomy sky below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329506166279316 + ], + "opposite_logprob_tokens": [ + -3.7732951641082764 + ], + "logprob_reward": -0.02329506166279316, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329506166279316, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21656015515327454, + 0.08099827915430069, + 0.08655256778001785, + 0.04745315760374069, + 0.14676329493522644, + 0.09980508685112, + 0.07169236987829208, + 0.05283802002668381, + 0.11918620765209198, + 0.07815081626176834 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.02329506166279316 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the vibrant style of Japanese anime?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start with a low-angle medium-long shot and slowly pan out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the protagonist wearing a traditional deep scarlet sleeveless samurai robe with heavy fabric flapping in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character's left eye concealed by a black leather eyepatch with a vertical faded scar visible above the eyebrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character standing atop a rugged windswept cliff with a turbulent gray-blue sea and gloomy sky below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0205826573073864 + ], + "opposite_logprob_tokens": [ + -3.895582675933838 + ], + "logprob_reward": -0.0205826573073864, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.0205826573073864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16553376615047455, + 0.08970969170331955, + 0.0877162292599678, + 0.08677433431148529, + 0.15813131630420685, + 0.09252263605594635, + 0.08991076052188873, + 0.056753676384687424, + 0.09981927275657654, + 0.07312832772731781 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.0205826573073864 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the vibrant style of Japanese anime?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start with a low-angle medium-long shot and slowly pan out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the protagonist wearing a traditional deep scarlet sleeveless samurai robe with heavy fabric flapping in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character's left eye concealed by a black leather eyepatch with a vertical faded scar visible above the eyebrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character standing atop a rugged windswept cliff with a turbulent gray-blue sea and gloomy sky below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03808043152093887 + ], + "opposite_logprob_tokens": [ + -3.2880804538726807 + ], + "logprob_reward": -0.03808043152093887, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03808043152093887, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16500715911388397, + 0.04599439725279808, + 0.06665284186601639, + 0.15136675536632538, + 0.18651613593101501, + 0.04546896368265152, + 0.08701246976852417, + 0.03383516147732735, + 0.10043849796056747, + 0.11770766228437424 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.03808043152093887 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slightly low-angle, medium-long shot, rendered in the vibrant style of Japanese anime, slowly pans out to reveal a lone Japanese warrior protagonist standing steadfast against a powerful wind. His spiky, dark green hair is ruffled by the strong wind. His left eye is completely concealed by a simple black leather eyepatch, while a prominent, faded scar runs vertically across the same eye, its upper portion visible above his eyebrow before disappearing beneath the edge of the patch. His right eye is sharp and focused, his strong jaw set in a stoic expression that conveys a history of conflict. He possesses a lean yet noticeably muscular build, with broad shoulders and a grounded stance. He wears a traditional, deep scarlet, sleeveless samurai robe, the heavy fabric flapping around him in the wind. Strapped to his back is a legendary sword, its long black sheath partially visible, its intricately wrapped hilt jutting from his right shoulder, hinting at its immense power. He stands atop a rugged, windswept cliff, beneath which a turbulent gray-blue sea churns beneath a gloomy sky. As the camera steadily and deliberately moves in, his hand rests calmly on the hilt of his knife, a posture of constant combat readiness and quiet determination that creates a powerful atmosphere of epic loneliness and unwavering resolve.", + "seed": 17782, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_12/index_669_seed_17782_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.3016457547433674, + "vlm_logprob": -0.3016457547433674, + "vlm_yes_no_margin": 2.9, + "vlm_token_credit": -0.3016457547433674, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the vibrant style of Japanese anime?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start with a low-angle medium-long shot and slowly pan out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the protagonist wearing a traditional deep scarlet sleeveless samurai robe with heavy fabric flapping in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character's left eye concealed by a black leather eyepatch with a vertical faded scar visible above the eyebrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character standing atop a rugged windswept cliff with a turbulent gray-blue sea and gloomy sky below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04943954199552536 + ], + "opposite_logprob_tokens": [ + -3.0494394302368164 + ], + "logprob_reward": -0.04943954199552536, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04943954199552536, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.9441017508506775, + 0.01161082275211811, + 0.006939570419490337, + 0.00772864930331707, + 0.011780595406889915, + 0.004887015093117952, + 0.003509416477754712, + 0.002570554381236434, + 0.0032544913701713085, + 0.003617138136178255 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.04943954199552536 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the vibrant style of Japanese anime?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start with a low-angle medium-long shot and slowly pan out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the protagonist wearing a traditional deep scarlet sleeveless samurai robe with heavy fabric flapping in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character's left eye concealed by a black leather eyepatch with a vertical faded scar visible above the eyebrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character standing atop a rugged windswept cliff with a turbulent gray-blue sea and gloomy sky below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4062684774398804 + ], + "opposite_logprob_tokens": [ + -0.281268447637558 + ], + "logprob_reward": -1.4062684774398804, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4062684774398804, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.7793455123901367, + 0.12051314115524292, + 0.01579943671822548, + 0.01348295621573925, + 0.013264626264572144, + 0.012469726614654064, + 0.02015732042491436, + 0.008009162731468678, + 0.010039587505161762, + 0.006918603554368019 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -1.4062684774398804 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the vibrant style of Japanese anime?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start with a low-angle medium-long shot and slowly pan out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the protagonist wearing a traditional deep scarlet sleeveless samurai robe with heavy fabric flapping in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character's left eye concealed by a black leather eyepatch with a vertical faded scar visible above the eyebrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character standing atop a rugged windswept cliff with a turbulent gray-blue sea and gloomy sky below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329017035663128 + ], + "opposite_logprob_tokens": [ + -3.7732901573181152 + ], + "logprob_reward": -0.02329017035663128, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329017035663128, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.8437649607658386, + 0.030980369076132774, + 0.014800945296883583, + 0.04192490875720978, + 0.02696959488093853, + 0.005248865112662315, + 0.005740288179367781, + 0.018182123079895973, + 0.00252301013097167, + 0.009864898398518562 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.02329017035663128 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the vibrant style of Japanese anime?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start with a low-angle medium-long shot and slowly pan out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the protagonist wearing a traditional deep scarlet sleeveless samurai robe with heavy fabric flapping in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character's left eye concealed by a black leather eyepatch with a vertical faded scar visible above the eyebrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character standing atop a rugged windswept cliff with a turbulent gray-blue sea and gloomy sky below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023289471864700317 + ], + "opposite_logprob_tokens": [ + -3.773289442062378 + ], + "logprob_reward": -0.023289471864700317, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023289471864700317, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.8833116888999939, + 0.024812066927552223, + 0.014100736007094383, + 0.02185044437646866, + 0.0151857640594244, + 0.007348174694925547, + 0.00889186654239893, + 0.010018210858106613, + 0.006988760083913803, + 0.007492376491427422 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.023289471864700317 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the vibrant style of Japanese anime?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start with a low-angle medium-long shot and slowly pan out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the protagonist wearing a traditional deep scarlet sleeveless samurai robe with heavy fabric flapping in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character's left eye concealed by a black leather eyepatch with a vertical faded scar visible above the eyebrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character standing atop a rugged windswept cliff with a turbulent gray-blue sea and gloomy sky below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00594111206009984 + ], + "opposite_logprob_tokens": [ + -5.130940914154053 + ], + "logprob_reward": -0.00594111206009984, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00594111206009984, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.8380019068717957, + 0.04353144019842148, + 0.022212183102965355, + 0.007329936139285564, + 0.020521515980362892, + 0.023709500208497047, + 0.0170285664498806, + 0.005787122994661331, + 0.01263292133808136, + 0.009244910441339016 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.00594111206009984 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slightly low-angle, medium-long shot, rendered in the vibrant style of Japanese anime, slowly pans out to reveal a lone Japanese warrior protagonist standing steadfast against a powerful wind. His spiky, dark green hair is ruffled by the strong wind. His left eye is completely concealed by a simple black leather eyepatch, while a prominent, faded scar runs vertically across the same eye, its upper portion visible above his eyebrow before disappearing beneath the edge of the patch. His right eye is sharp and focused, his strong jaw set in a stoic expression that conveys a history of conflict. He possesses a lean yet noticeably muscular build, with broad shoulders and a grounded stance. He wears a traditional, deep scarlet, sleeveless samurai robe, the heavy fabric flapping around him in the wind. Strapped to his back is a legendary sword, its long black sheath partially visible, its intricately wrapped hilt jutting from his right shoulder, hinting at its immense power. He stands atop a rugged, windswept cliff, beneath which a turbulent gray-blue sea churns beneath a gloomy sky. As the camera steadily and deliberately moves in, his hand rests calmly on the hilt of his knife, a posture of constant combat readiness and quiet determination that creates a powerful atmosphere of epic loneliness and unwavering resolve.", + "seed": 17783, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_12/index_669_seed_17783_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.4089179277420044, + "vlm_logprob": -0.4089179277420044, + "vlm_yes_no_margin": 2.4, + "vlm_token_credit": -0.4089179277420044, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the vibrant style of Japanese anime?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start with a low-angle medium-long shot and slowly pan out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the protagonist wearing a traditional deep scarlet sleeveless samurai robe with heavy fabric flapping in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character's left eye concealed by a black leather eyepatch with a vertical faded scar visible above the eyebrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character standing atop a rugged windswept cliff with a turbulent gray-blue sea and gloomy sky below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029487941414117813 + ], + "opposite_logprob_tokens": [ + -3.6544878482818604 + ], + "logprob_reward": -0.029487941414117813, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.029487941414117813, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6867023706436157, + 0.1062973141670227, + 0.024777892976999283, + 0.028809549286961555, + 0.024205729365348816, + 0.03066742792725563, + 0.04840729758143425, + 0.028891880065202713, + 0.009844338521361351, + 0.011396241374313831 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.029487941414117813 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the vibrant style of Japanese anime?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start with a low-angle medium-long shot and slowly pan out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the protagonist wearing a traditional deep scarlet sleeveless samurai robe with heavy fabric flapping in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character's left eye concealed by a black leather eyepatch with a vertical faded scar visible above the eyebrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character standing atop a rugged windswept cliff with a turbulent gray-blue sea and gloomy sky below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.9103045463562012 + ], + "opposite_logprob_tokens": [ + -0.16030453145503998 + ], + "logprob_reward": -1.9103045463562012, + "yes_no_margin_reward": -1.75, + "token_credit_reward": -1.9103045463562012, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2585879862308502, + 0.11653059720993042, + 0.0721362829208374, + 0.019685879349708557, + 0.016160165891051292, + 0.04468311369419098, + 0.07890889048576355, + 0.3522961735725403, + 0.016269097104668617, + 0.02474188059568405 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -1.9103045463562012 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the vibrant style of Japanese anime?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start with a low-angle medium-long shot and slowly pan out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the protagonist wearing a traditional deep scarlet sleeveless samurai robe with heavy fabric flapping in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character's left eye concealed by a black leather eyepatch with a vertical faded scar visible above the eyebrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character standing atop a rugged windswept cliff with a turbulent gray-blue sea and gloomy sky below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865886643528938 + ], + "opposite_logprob_tokens": [ + -3.048658847808838 + ], + "logprob_reward": -0.04865886643528938, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865886643528938, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3687593638896942, + 0.08706874400377274, + 0.042722176760435104, + 0.054124630987644196, + 0.04383322224020958, + 0.05324305593967438, + 0.032507460564374924, + 0.2934888005256653, + 0.010708612389862537, + 0.013543977402150631 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.04865886643528938 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the vibrant style of Japanese anime?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start with a low-angle medium-long shot and slowly pan out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the protagonist wearing a traditional deep scarlet sleeveless samurai robe with heavy fabric flapping in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character's left eye concealed by a black leather eyepatch with a vertical faded scar visible above the eyebrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character standing atop a rugged windswept cliff with a turbulent gray-blue sea and gloomy sky below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026351187378168106 + ], + "opposite_logprob_tokens": [ + -3.6513512134552 + ], + "logprob_reward": -0.026351187378168106, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026351187378168106, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23527787625789642, + 0.1659860908985138, + 0.06405267119407654, + 0.10406605154275894, + 0.028997398912906647, + 0.0519556924700737, + 0.035527389496564865, + 0.27680426836013794, + 0.01115961093455553, + 0.026172945275902748 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.026351187378168106 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the vibrant style of Japanese anime?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start with a low-angle medium-long shot and slowly pan out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the protagonist wearing a traditional deep scarlet sleeveless samurai robe with heavy fabric flapping in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character's left eye concealed by a black leather eyepatch with a vertical faded scar visible above the eyebrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character standing atop a rugged windswept cliff with a turbulent gray-blue sea and gloomy sky below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0297870971262455 + ], + "opposite_logprob_tokens": [ + -3.529787063598633 + ], + "logprob_reward": -0.0297870971262455, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.0297870971262455, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16638417541980743, + 0.07612854242324829, + 0.026035431772470474, + 0.020580682903528214, + 0.02753680758178234, + 0.08561280369758606, + 0.019948244094848633, + 0.5656447410583496, + 0.006364154629409313, + 0.005764417350292206 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.0297870971262455 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slightly low-angle, medium-long shot, rendered in the vibrant style of Japanese anime, slowly pans out to reveal a lone Japanese warrior protagonist standing steadfast against a powerful wind. His spiky, dark green hair is ruffled by the strong wind. His left eye is completely concealed by a simple black leather eyepatch, while a prominent, faded scar runs vertically across the same eye, its upper portion visible above his eyebrow before disappearing beneath the edge of the patch. His right eye is sharp and focused, his strong jaw set in a stoic expression that conveys a history of conflict. He possesses a lean yet noticeably muscular build, with broad shoulders and a grounded stance. He wears a traditional, deep scarlet, sleeveless samurai robe, the heavy fabric flapping around him in the wind. Strapped to his back is a legendary sword, its long black sheath partially visible, its intricately wrapped hilt jutting from his right shoulder, hinting at its immense power. He stands atop a rugged, windswept cliff, beneath which a turbulent gray-blue sea churns beneath a gloomy sky. As the camera steadily and deliberately moves in, his hand rests calmly on the hilt of his knife, a posture of constant combat readiness and quiet determination that creates a powerful atmosphere of epic loneliness and unwavering resolve.", + "seed": 17784, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_12/index_669_seed_17784_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.45893299803137777, + "vlm_logprob": -0.45893299803137777, + "vlm_yes_no_margin": 2.2750000238418577, + "vlm_token_credit": -0.45893299803137777, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the vibrant style of Japanese anime?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start with a low-angle medium-long shot and slowly pan out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the protagonist wearing a traditional deep scarlet sleeveless samurai robe with heavy fabric flapping in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character's left eye concealed by a black leather eyepatch with a vertical faded scar visible above the eyebrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character standing atop a rugged windswept cliff with a turbulent gray-blue sea and gloomy sky below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05708111822605133 + ], + "opposite_logprob_tokens": [ + -2.9320812225341797 + ], + "logprob_reward": -0.05708111822605133, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05708111822605133, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3101385533809662, + 0.12464543431997299, + 0.12151698768138885, + 0.06391047686338425, + 0.049003105610609055, + 0.035215046256780624, + 0.08795689046382904, + 0.11944074928760529, + 0.04352903366088867, + 0.04464372992515564 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.05708111822605133 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the vibrant style of Japanese anime?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start with a low-angle medium-long shot and slowly pan out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the protagonist wearing a traditional deep scarlet sleeveless samurai robe with heavy fabric flapping in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character's left eye concealed by a black leather eyepatch with a vertical faded scar visible above the eyebrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character standing atop a rugged windswept cliff with a turbulent gray-blue sea and gloomy sky below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.127004623413086 + ], + "opposite_logprob_tokens": [ + -0.1270046979188919 + ], + "logprob_reward": -2.127004623413086, + "yes_no_margin_reward": -1.9999998807907104, + "token_credit_reward": -2.127004623413086, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.21117065846920013, + 0.20105239748954773, + 0.15285354852676392, + 0.053213950246572495, + 0.05125521123409271, + 0.03866142779588699, + 0.06566780805587769, + 0.037078216671943665, + 0.13410170376300812, + 0.05494508519768715 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -2.127004623413086 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the vibrant style of Japanese anime?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start with a low-angle medium-long shot and slowly pan out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the protagonist wearing a traditional deep scarlet sleeveless samurai robe with heavy fabric flapping in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character's left eye concealed by a black leather eyepatch with a vertical faded scar visible above the eyebrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character standing atop a rugged windswept cliff with a turbulent gray-blue sea and gloomy sky below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003460079431534 + ], + "opposite_logprob_tokens": [ + -2.6950345039367676 + ], + "logprob_reward": -0.07003460079431534, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003460079431534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1241961196064949, + 0.25126180052757263, + 0.10877232998609543, + 0.05080021917819977, + 0.05264221504330635, + 0.09218952804803848, + 0.11617683619260788, + 0.06816119700670242, + 0.08187269419431686, + 0.05392706021666527 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.07003460079431534 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the vibrant style of Japanese anime?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start with a low-angle medium-long shot and slowly pan out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the protagonist wearing a traditional deep scarlet sleeveless samurai robe with heavy fabric flapping in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character's left eye concealed by a black leather eyepatch with a vertical faded scar visible above the eyebrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character standing atop a rugged windswept cliff with a turbulent gray-blue sea and gloomy sky below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026357457041740417 + ], + "opposite_logprob_tokens": [ + -3.651357412338257 + ], + "logprob_reward": -0.026357457041740417, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026357457041740417, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23345635831356049, + 0.09918376803398132, + 0.07282570004463196, + 0.06654763221740723, + 0.20890112221240997, + 0.05773032456636429, + 0.051302891224622726, + 0.07306566089391708, + 0.07186280190944672, + 0.06512371450662613 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.026357457041740417 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the vibrant style of Japanese anime?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start with a low-angle medium-long shot and slowly pan out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the protagonist wearing a traditional deep scarlet sleeveless samurai robe with heavy fabric flapping in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character's left eye concealed by a black leather eyepatch with a vertical faded scar visible above the eyebrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character standing atop a rugged windswept cliff with a turbulent gray-blue sea and gloomy sky below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014187190681695938 + ], + "opposite_logprob_tokens": [ + -4.264187335968018 + ], + "logprob_reward": -0.014187190681695938, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014187190681695938, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11530853807926178, + 0.04930717498064041, + 0.048647768795490265, + 0.03241465985774994, + 0.04705553501844406, + 0.030753016471862793, + 0.057673320174217224, + 0.2731918692588806, + 0.20969928801059723, + 0.13594882190227509 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.014187190681695938 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_15/index_tensor([4061, 4061])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_15/index_tensor([4061, 4061])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e2122279d56c7305bd9ad3fc4961d0d55e4e8838 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_15/index_tensor([4061, 4061])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An epic 360-degree panning shot centered on a young, steely-eyed male warrior, who, with a single, decisive and powerful movement, thrusts forth from behind a crumbling bunker of shattered concrete and twisted rebar. His short, tousled black hair, a faint scar running across his brow, clad in a suit of dark gray, scuffed, futuristic tactical armor. His jaw set, his gaze fixed squarely on the unknown threat ahead. His hands clutched an AK-47 crafted entirely from pure blue crystal. Its shimmering barrel revealed a luminous energy core within, powering a nebulous stream of blue light that slowly circulated through its complex structure, emitting a shimmering light both beautiful and deadly. As the camera smoothly pans around, dramatic lighting and shadow effects render the entire scene as high-definition and tense as a theatrical animation: a dazzling light shines in from one side of the screen, casting a sharp, long shadow on the warrior's armor and the surrounding dust, while the blue glow emitted by the crystal gun itself gently outlines his resolute facial features. The two lights interweave to create a sense of tragedy and determination of a decisive battle on the brink of destruction.", + "seed": 6938, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_15/index_4061_seed_6938_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.22109555546194315, + "vlm_logprob": -0.22109555546194315, + "vlm_yes_no_margin": 2.799999952316284, + "vlm_token_credit": -0.22109555546194315, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a young male warrior with short, tousled black hair and a scar across his brow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the warrior wearing dark gray, scuffed, futuristic tactical armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior holding an AK-47 rifle crafted entirely from pure blue crystal with a luminous energy core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a crumbling bunker of shattered concrete and twisted rebar behind the warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth 360-degree pan around the warrior?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07066548615694046 + ], + "opposite_logprob_tokens": [ + -2.6956655979156494 + ], + "logprob_reward": -0.07066548615694046, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07066548615694046, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05232005938887596, + 0.02991781383752823, + 0.042940184473991394, + 0.049141138792037964, + 0.05202168971300125, + 0.059949904680252075, + 0.014191667549312115, + 0.05852275714278221, + 0.48792871832847595, + 0.15306614339351654 + ], + "top_frames": [ + 8, + 9, + 5 + ], + "selected_reward": -0.07066548615694046 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a young male warrior with short, tousled black hair and a scar across his brow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the warrior wearing dark gray, scuffed, futuristic tactical armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior holding an AK-47 rifle crafted entirely from pure blue crystal with a luminous energy core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a crumbling bunker of shattered concrete and twisted rebar behind the warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth 360-degree pan around the warrior?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012562665157020092 + ], + "opposite_logprob_tokens": [ + -4.3875627517700195 + ], + "logprob_reward": -0.012562665157020092, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012562665157020092, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15272018313407898, + 0.07067259401082993, + 0.10468113422393799, + 0.12303594499826431, + 0.1808219701051712, + 0.14060191810131073, + 0.023946799337863922, + 0.06480918079614639, + 0.05932111293077469, + 0.07938919216394424 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.012562665157020092 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a young male warrior with short, tousled black hair and a scar across his brow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the warrior wearing dark gray, scuffed, futuristic tactical armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior holding an AK-47 rifle crafted entirely from pure blue crystal with a luminous energy core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a crumbling bunker of shattered concrete and twisted rebar behind the warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth 360-degree pan around the warrior?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029823429882526398 + ], + "opposite_logprob_tokens": [ + -3.5298235416412354 + ], + "logprob_reward": -0.029823429882526398, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029823429882526398, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0620061531662941, + 0.037219975143671036, + 0.04059356078505516, + 0.0603252612054348, + 0.07392396032810211, + 0.020615115761756897, + 0.03285353630781174, + 0.07055293768644333, + 0.5007105469703674, + 0.10119893401861191 + ], + "top_frames": [ + 8, + 9, + 4 + ], + "selected_reward": -0.029823429882526398 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a young male warrior with short, tousled black hair and a scar across his brow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the warrior wearing dark gray, scuffed, futuristic tactical armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior holding an AK-47 rifle crafted entirely from pure blue crystal with a luminous energy core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a crumbling bunker of shattered concrete and twisted rebar behind the warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth 360-degree pan around the warrior?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818625070154667 + ], + "opposite_logprob_tokens": [ + -4.018186092376709 + ], + "logprob_reward": -0.01818625070154667, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01818625070154667, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13128361105918884, + 0.1843695342540741, + 0.19502101838588715, + 0.049585044384002686, + 0.04976363852620125, + 0.08461902290582657, + 0.020248286426067352, + 0.021569203585386276, + 0.21887686848640442, + 0.04466378688812256 + ], + "top_frames": [ + 8, + 2, + 1 + ], + "selected_reward": -0.01818625070154667 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a young male warrior with short, tousled black hair and a scar across his brow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the warrior wearing dark gray, scuffed, futuristic tactical armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior holding an AK-47 rifle crafted entirely from pure blue crystal with a luminous energy core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a crumbling bunker of shattered concrete and twisted rebar behind the warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth 360-degree pan around the warrior?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9742399454116821 + ], + "opposite_logprob_tokens": [ + -0.47423994541168213 + ], + "logprob_reward": -0.9742399454116821, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9742399454116821, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.06741532683372498, + 0.11331937462091446, + 0.049336113035678864, + 0.11697017401456833, + 0.06646236032247543, + 0.05016501992940903, + 0.03333711251616478, + 0.03103197179734707, + 0.4264940023422241, + 0.04546855390071869 + ], + "top_frames": [ + 8, + 3, + 1 + ], + "selected_reward": -0.9742399454116821 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "An epic 360-degree panning shot centered on a young, steely-eyed male warrior, who, with a single, decisive and powerful movement, thrusts forth from behind a crumbling bunker of shattered concrete and twisted rebar. His short, tousled black hair, a faint scar running across his brow, clad in a suit of dark gray, scuffed, futuristic tactical armor. His jaw set, his gaze fixed squarely on the unknown threat ahead. His hands clutched an AK-47 crafted entirely from pure blue crystal. Its shimmering barrel revealed a luminous energy core within, powering a nebulous stream of blue light that slowly circulated through its complex structure, emitting a shimmering light both beautiful and deadly. As the camera smoothly pans around, dramatic lighting and shadow effects render the entire scene as high-definition and tense as a theatrical animation: a dazzling light shines in from one side of the screen, casting a sharp, long shadow on the warrior's armor and the surrounding dust, while the blue glow emitted by the crystal gun itself gently outlines his resolute facial features. The two lights interweave to create a sense of tragedy and determination of a decisive battle on the brink of destruction.", + "seed": 6939, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_15/index_4061_seed_6939_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.2560651421546936, + "vlm_logprob": -0.2560651421546936, + "vlm_yes_no_margin": 1.8, + "vlm_token_credit": -0.2560651421546936, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a young male warrior with short, tousled black hair and a scar across his brow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the warrior wearing dark gray, scuffed, futuristic tactical armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior holding an AK-47 rifle crafted entirely from pure blue crystal with a luminous energy core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a crumbling bunker of shattered concrete and twisted rebar behind the warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth 360-degree pan around the warrior?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3140484690666199 + ], + "opposite_logprob_tokens": [ + -1.3140485286712646 + ], + "logprob_reward": -0.3140484690666199, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3140484690666199, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2656780779361725, + 0.03695329278707504, + 0.05915113538503647, + 0.0495976060628891, + 0.12325835227966309, + 0.14832641184329987, + 0.08578844368457794, + 0.11175727099180222, + 0.0505121573805809, + 0.0689772367477417 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.3140484690666199 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a young male warrior with short, tousled black hair and a scar across his brow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the warrior wearing dark gray, scuffed, futuristic tactical armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior holding an AK-47 rifle crafted entirely from pure blue crystal with a luminous energy core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a crumbling bunker of shattered concrete and twisted rebar behind the warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth 360-degree pan around the warrior?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07005804777145386 + ], + "opposite_logprob_tokens": [ + -2.6950581073760986 + ], + "logprob_reward": -0.07005804777145386, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07005804777145386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3516380786895752, + 0.04742661118507385, + 0.03979009762406349, + 0.05467597767710686, + 0.04657001048326492, + 0.06350390613079071, + 0.07144894450902939, + 0.11213339865207672, + 0.0720554068684578, + 0.1407575160264969 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.07005804777145386 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a young male warrior with short, tousled black hair and a scar across his brow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the warrior wearing dark gray, scuffed, futuristic tactical armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior holding an AK-47 rifle crafted entirely from pure blue crystal with a luminous energy core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a crumbling bunker of shattered concrete and twisted rebar behind the warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth 360-degree pan around the warrior?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038123004138469696 + ], + "opposite_logprob_tokens": [ + -3.2881228923797607 + ], + "logprob_reward": -0.038123004138469696, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038123004138469696, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14412571489810944, + 0.039248641580343246, + 0.0699026957154274, + 0.07452574372291565, + 0.0464937798678875, + 0.08354859054088593, + 0.06180945038795471, + 0.19344015419483185, + 0.06533690541982651, + 0.2215682715177536 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.038123004138469696 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a young male warrior with short, tousled black hair and a scar across his brow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the warrior wearing dark gray, scuffed, futuristic tactical armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior holding an AK-47 rifle crafted entirely from pure blue crystal with a luminous energy core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a crumbling bunker of shattered concrete and twisted rebar behind the warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth 360-degree pan around the warrior?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10032380372285843 + ], + "opposite_logprob_tokens": [ + -2.3503239154815674 + ], + "logprob_reward": -0.10032380372285843, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10032380372285843, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.48374393582344055, + 0.08029133081436157, + 0.10573472827672958, + 0.12574103474617004, + 0.049901995807886124, + 0.04326101765036583, + 0.028859559446573257, + 0.016717728227376938, + 0.025671856477856636, + 0.04007690027356148 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.10032380372285843 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a young male warrior with short, tousled black hair and a scar across his brow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the warrior wearing dark gray, scuffed, futuristic tactical armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior holding an AK-47 rifle crafted entirely from pure blue crystal with a luminous energy core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a crumbling bunker of shattered concrete and twisted rebar behind the warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth 360-degree pan around the warrior?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7577723860740662 + ], + "opposite_logprob_tokens": [ + -0.6327723860740662 + ], + "logprob_reward": -0.7577723860740662, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7577723860740662, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.18535766005516052, + 0.05310032144188881, + 0.08512405306100845, + 0.0932941883802414, + 0.07285885512828827, + 0.102440245449543, + 0.03985762968659401, + 0.13668803870677948, + 0.07248515635728836, + 0.1587938517332077 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.7577723860740662 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "An epic 360-degree panning shot centered on a young, steely-eyed male warrior, who, with a single, decisive and powerful movement, thrusts forth from behind a crumbling bunker of shattered concrete and twisted rebar. His short, tousled black hair, a faint scar running across his brow, clad in a suit of dark gray, scuffed, futuristic tactical armor. His jaw set, his gaze fixed squarely on the unknown threat ahead. His hands clutched an AK-47 crafted entirely from pure blue crystal. Its shimmering barrel revealed a luminous energy core within, powering a nebulous stream of blue light that slowly circulated through its complex structure, emitting a shimmering light both beautiful and deadly. As the camera smoothly pans around, dramatic lighting and shadow effects render the entire scene as high-definition and tense as a theatrical animation: a dazzling light shines in from one side of the screen, casting a sharp, long shadow on the warrior's armor and the surrounding dust, while the blue glow emitted by the crystal gun itself gently outlines his resolute facial features. The two lights interweave to create a sense of tragedy and determination of a decisive battle on the brink of destruction.", + "seed": 6940, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_15/index_4061_seed_6940_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.20329853072762488, + "vlm_logprob": -0.20329853072762488, + "vlm_yes_no_margin": 2.475, + "vlm_token_credit": -0.20329853072762488, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a young male warrior with short, tousled black hair and a scar across his brow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the warrior wearing dark gray, scuffed, futuristic tactical armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior holding an AK-47 rifle crafted entirely from pure blue crystal with a luminous energy core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a crumbling bunker of shattered concrete and twisted rebar behind the warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth 360-degree pan around the warrior?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07071947306394577 + ], + "opposite_logprob_tokens": [ + -2.6957194805145264 + ], + "logprob_reward": -0.07071947306394577, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07071947306394577, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13260021805763245, + 0.11920110136270523, + 0.13074111938476562, + 0.06058138981461525, + 0.05277828127145767, + 0.11029112339019775, + 0.05594291165471077, + 0.15058524906635284, + 0.07083284854888916, + 0.11644570529460907 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.07071947306394577 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a young male warrior with short, tousled black hair and a scar across his brow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the warrior wearing dark gray, scuffed, futuristic tactical armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior holding an AK-47 rifle crafted entirely from pure blue crystal with a luminous energy core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a crumbling bunker of shattered concrete and twisted rebar behind the warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth 360-degree pan around the warrior?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607775315642357 + ], + "opposite_logprob_tokens": [ + -4.141077518463135 + ], + "logprob_reward": -0.01607775315642357, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607775315642357, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17180036008358002, + 0.13512317836284637, + 0.13415971398353577, + 0.07451356947422028, + 0.06046842038631439, + 0.09298451989889145, + 0.07527590543031693, + 0.09202849119901657, + 0.07092137634754181, + 0.09272447973489761 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.01607775315642357 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a young male warrior with short, tousled black hair and a scar across his brow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the warrior wearing dark gray, scuffed, futuristic tactical armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior holding an AK-47 rifle crafted entirely from pure blue crystal with a luminous energy core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a crumbling bunker of shattered concrete and twisted rebar behind the warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth 360-degree pan around the warrior?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054963886737823486 + ], + "opposite_logprob_tokens": [ + -2.9299638271331787 + ], + "logprob_reward": -0.054963886737823486, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054963886737823486, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21818138659000397, + 0.10607307404279709, + 0.2661624848842621, + 0.04302860051393509, + 0.06247386708855629, + 0.07705391943454742, + 0.0981188639998436, + 0.05239291116595268, + 0.030141137540340424, + 0.046373795717954636 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.054963886737823486 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a young male warrior with short, tousled black hair and a scar across his brow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the warrior wearing dark gray, scuffed, futuristic tactical armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior holding an AK-47 rifle crafted entirely from pure blue crystal with a luminous energy core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a crumbling bunker of shattered concrete and twisted rebar behind the warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth 360-degree pan around the warrior?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864966869354248 + ], + "opposite_logprob_tokens": [ + -3.048649787902832 + ], + "logprob_reward": -0.04864966869354248, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864966869354248, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17453394830226898, + 0.2608180046081543, + 0.04533199220895767, + 0.10495612025260925, + 0.17297866940498352, + 0.10174265503883362, + 0.023814206942915916, + 0.03848136216402054, + 0.03204331919550896, + 0.0452997125685215 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.04864966869354248 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a young male warrior with short, tousled black hair and a scar across his brow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the warrior wearing dark gray, scuffed, futuristic tactical armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior holding an AK-47 rifle crafted entirely from pure blue crystal with a luminous energy core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a crumbling bunker of shattered concrete and twisted rebar behind the warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth 360-degree pan around the warrior?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8260818719863892 + ], + "opposite_logprob_tokens": [ + -0.5760818719863892 + ], + "logprob_reward": -0.8260818719863892, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8260818719863892, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.19043631851673126, + 0.07969717681407928, + 0.07947292178869247, + 0.06832979619503021, + 0.16118252277374268, + 0.16337339580059052, + 0.12272515147924423, + 0.062266815453767776, + 0.028444495052099228, + 0.04407143592834473 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.8260818719863892 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "An epic 360-degree panning shot centered on a young, steely-eyed male warrior, who, with a single, decisive and powerful movement, thrusts forth from behind a crumbling bunker of shattered concrete and twisted rebar. His short, tousled black hair, a faint scar running across his brow, clad in a suit of dark gray, scuffed, futuristic tactical armor. His jaw set, his gaze fixed squarely on the unknown threat ahead. His hands clutched an AK-47 crafted entirely from pure blue crystal. Its shimmering barrel revealed a luminous energy core within, powering a nebulous stream of blue light that slowly circulated through its complex structure, emitting a shimmering light both beautiful and deadly. As the camera smoothly pans around, dramatic lighting and shadow effects render the entire scene as high-definition and tense as a theatrical animation: a dazzling light shines in from one side of the screen, casting a sharp, long shadow on the warrior's armor and the surrounding dust, while the blue glow emitted by the crystal gun itself gently outlines his resolute facial features. The two lights interweave to create a sense of tragedy and determination of a decisive battle on the brink of destruction.", + "seed": 6941, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_15/index_4061_seed_6941_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1690094079822302, + "vlm_logprob": -0.1690094079822302, + "vlm_yes_no_margin": 2.2249999761581423, + "vlm_token_credit": -0.1690094079822302, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a young male warrior with short, tousled black hair and a scar across his brow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the warrior wearing dark gray, scuffed, futuristic tactical armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior holding an AK-47 rifle crafted entirely from pure blue crystal with a luminous energy core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a crumbling bunker of shattered concrete and twisted rebar behind the warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth 360-degree pan around the warrior?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14317305386066437 + ], + "opposite_logprob_tokens": [ + -2.0181729793548584 + ], + "logprob_reward": -0.14317305386066437, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14317305386066437, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08139736205339432, + 0.07273592054843903, + 0.040812961757183075, + 0.061177823692560196, + 0.12257997691631317, + 0.13450835645198822, + 0.17076677083969116, + 0.08331616967916489, + 0.058892037719488144, + 0.1738126575946808 + ], + "top_frames": [ + 9, + 6, + 5 + ], + "selected_reward": -0.14317305386066437 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a young male warrior with short, tousled black hair and a scar across his brow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the warrior wearing dark gray, scuffed, futuristic tactical armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior holding an AK-47 rifle crafted entirely from pure blue crystal with a luminous energy core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a crumbling bunker of shattered concrete and twisted rebar behind the warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth 360-degree pan around the warrior?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02060052566230297 + ], + "opposite_logprob_tokens": [ + -3.8956005573272705 + ], + "logprob_reward": -0.02060052566230297, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02060052566230297, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09109891951084137, + 0.06389569491147995, + 0.0788111537694931, + 0.07154431194067001, + 0.0837334617972374, + 0.09172238409519196, + 0.10932474583387375, + 0.09327373653650284, + 0.23918521404266357, + 0.07741034030914307 + ], + "top_frames": [ + 8, + 6, + 7 + ], + "selected_reward": -0.02060052566230297 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a young male warrior with short, tousled black hair and a scar across his brow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the warrior wearing dark gray, scuffed, futuristic tactical armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior holding an AK-47 rifle crafted entirely from pure blue crystal with a luminous energy core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a crumbling bunker of shattered concrete and twisted rebar behind the warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth 360-degree pan around the warrior?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899891585111618 + ], + "opposite_logprob_tokens": [ + -2.5789988040924072 + ], + "logprob_reward": -0.07899891585111618, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899891585111618, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14001552760601044, + 0.09552042931318283, + 0.039320994168519974, + 0.17552761733531952, + 0.09160660207271576, + 0.08734743297100067, + 0.17476974427700043, + 0.04394640401005745, + 0.07196969538927078, + 0.07997554540634155 + ], + "top_frames": [ + 3, + 6, + 0 + ], + "selected_reward": -0.07899891585111618 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a young male warrior with short, tousled black hair and a scar across his brow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the warrior wearing dark gray, scuffed, futuristic tactical armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior holding an AK-47 rifle crafted entirely from pure blue crystal with a luminous energy core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a crumbling bunker of shattered concrete and twisted rebar behind the warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth 360-degree pan around the warrior?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898569852113724 + ], + "opposite_logprob_tokens": [ + -2.5789856910705566 + ], + "logprob_reward": -0.07898569852113724, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898569852113724, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07012415677309036, + 0.10783936828374863, + 0.29334092140197754, + 0.05563116818666458, + 0.061814721673727036, + 0.11659134179353714, + 0.05661165341734886, + 0.11657189577817917, + 0.06989683955907822, + 0.051577866077423096 + ], + "top_frames": [ + 2, + 5, + 7 + ], + "selected_reward": -0.07898569852113724 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a young male warrior with short, tousled black hair and a scar across his brow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the warrior wearing dark gray, scuffed, futuristic tactical armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior holding an AK-47 rifle crafted entirely from pure blue crystal with a luminous energy core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a crumbling bunker of shattered concrete and twisted rebar behind the warrior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a smooth 360-degree pan around the warrior?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5232888460159302 + ], + "opposite_logprob_tokens": [ + -0.8982888460159302 + ], + "logprob_reward": -0.5232888460159302, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5232888460159302, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07009027898311615, + 0.09443050622940063, + 0.06394394487142563, + 0.1439383178949356, + 0.06599510461091995, + 0.10896306484937668, + 0.08735138922929764, + 0.11525886505842209, + 0.07165340334177017, + 0.17837516963481903 + ], + "top_frames": [ + 9, + 3, + 7 + ], + "selected_reward": -0.5232888460159302 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_3/index_tensor([8738, 8738])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_3/index_tensor([8738, 8738])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1d000e1aca4dc38f403805b1d0a23bc209414e71 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_3/index_tensor([8738, 8738])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic shot, shot in the style of high-speed action photography, depicts the camera rotating at breakneck speed around a circular progress chart suspended in mid-air. This chart is composed entirely of a luminous blue data stream, countless binary codes and abstract digital symbols whirring through it, forming a nearly closed halo. The background is a vast stadium scene at night, brimming with the atmosphere of a frenzied sporting event, rendered in a bokeh-like motion blur. Only the dazzling floodlights and the blurred, frantic figures in the stands can be seen. At a decisive moment, the data ring begins to bulge violently outward, its internal glow rapidly intensifying from a steady blue to a dazzling pure white, its structure warping under the unbearable internal pressure. Then, in a silent yet powerful explosion, it detonates, instantly disintegrating into millions of tiny, digitally shimmering points of light and fragments. These points of light erupt violently outward in a spherical eruption, like a magnificent storm of stardust. The rotating lens captured this spectacular process in extreme slow motion, clearly showing the trajectory of each light point across the darkness, creating an epic visual climax in which time is frozen, energy is completely released, and it is full of a sense of technology and the pinnacle of competition.", + "seed": 363, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_3/index_8738_seed_363_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.16253359080292284, + "vlm_logprob": -0.16253359080292284, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.16253359080292284, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera rotating at breakneck speed around a circular progress chart suspended in mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the circular chart composed of a luminous blue data stream with binary codes and abstract digital symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast stadium scene at night with blurred figures in the stands and bokeh-like motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the data ring bulge outward, intensify from blue to pure white, and then detonate into millions of tiny shimmering points of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the explosion sequence captured in extreme slow motion showing the trajectory of each light point?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10529018193483353 + ], + "opposite_logprob_tokens": [ + -2.355290174484253 + ], + "logprob_reward": -0.10529018193483353, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10529018193483353, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24677160382270813, + 0.37900930643081665, + 0.10175950825214386, + 0.06522120535373688, + 0.027692118659615517, + 0.02820707857608795, + 0.036119360476732254, + 0.04528054594993591, + 0.028152691200375557, + 0.0417865552008152 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.10529018193483353 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera rotating at breakneck speed around a circular progress chart suspended in mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the circular chart composed of a luminous blue data stream with binary codes and abstract digital symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast stadium scene at night with blurred figures in the stands and bokeh-like motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the data ring bulge outward, intensify from blue to pure white, and then detonate into millions of tiny shimmering points of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the explosion sequence captured in extreme slow motion showing the trajectory of each light point?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003630833700299263 + ], + "opposite_logprob_tokens": [ + -5.628630638122559 + ], + "logprob_reward": -0.003630833700299263, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003630833700299263, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1280655711889267, + 0.6690652370452881, + 0.022853238508105278, + 0.032869935035705566, + 0.010337896645069122, + 0.008643741719424725, + 0.03433232381939888, + 0.061436861753463745, + 0.016096632927656174, + 0.016298579052090645 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.003630833700299263 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera rotating at breakneck speed around a circular progress chart suspended in mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the circular chart composed of a luminous blue data stream with binary codes and abstract digital symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast stadium scene at night with blurred figures in the stands and bokeh-like motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the data ring bulge outward, intensify from blue to pure white, and then detonate into millions of tiny shimmering points of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the explosion sequence captured in extreme slow motion showing the trajectory of each light point?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008639458566904068 + ], + "opposite_logprob_tokens": [ + -4.758639335632324 + ], + "logprob_reward": -0.008639458566904068, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008639458566904068, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2058740258216858, + 0.26682931184768677, + 0.09552416950464249, + 0.1579347550868988, + 0.046337008476257324, + 0.028469959273934364, + 0.07085545361042023, + 0.057542044669389725, + 0.02395288273692131, + 0.046680375933647156 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.008639458566904068 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera rotating at breakneck speed around a circular progress chart suspended in mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the circular chart composed of a luminous blue data stream with binary codes and abstract digital symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast stadium scene at night with blurred figures in the stands and bokeh-like motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the data ring bulge outward, intensify from blue to pure white, and then detonate into millions of tiny shimmering points of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the explosion sequence captured in extreme slow motion showing the trajectory of each light point?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017143089789897203 + ], + "opposite_logprob_tokens": [ + -6.37671422958374 + ], + "logprob_reward": -0.0017143089789897203, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017143089789897203, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23323781788349152, + 0.12460611760616302, + 0.1600286066532135, + 0.09512762725353241, + 0.06347454339265823, + 0.01799566112458706, + 0.0573730506002903, + 0.17426829040050507, + 0.029481984674930573, + 0.044406261295080185 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.0017143089789897203 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera rotating at breakneck speed around a circular progress chart suspended in mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the circular chart composed of a luminous blue data stream with binary codes and abstract digital symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast stadium scene at night with blurred figures in the stands and bokeh-like motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the data ring bulge outward, intensify from blue to pure white, and then detonate into millions of tiny shimmering points of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the explosion sequence captured in extreme slow motion showing the trajectory of each light point?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933931708335876 + ], + "opposite_logprob_tokens": [ + -0.6933931708335876 + ], + "logprob_reward": -0.6933931708335876, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933931708335876, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1665707677602768, + 0.2363058477640152, + 0.10595625638961792, + 0.04942405968904495, + 0.04141043871641159, + 0.04464956000447273, + 0.11379469931125641, + 0.09903378039598465, + 0.06513106822967529, + 0.07772349566221237 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.6933931708335876 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "dynamic shot, shot in the style of high-speed action photography, depicts the camera rotating at breakneck speed around a circular progress chart suspended in mid-air. This chart is composed entirely of a luminous blue data stream, countless binary codes and abstract digital symbols whirring through it, forming a nearly closed halo. The background is a vast stadium scene at night, brimming with the atmosphere of a frenzied sporting event, rendered in a bokeh-like motion blur. Only the dazzling floodlights and the blurred, frantic figures in the stands can be seen. At a decisive moment, the data ring begins to bulge violently outward, its internal glow rapidly intensifying from a steady blue to a dazzling pure white, its structure warping under the unbearable internal pressure. Then, in a silent yet powerful explosion, it detonates, instantly disintegrating into millions of tiny, digitally shimmering points of light and fragments. These points of light erupt violently outward in a spherical eruption, like a magnificent storm of stardust. The rotating lens captured this spectacular process in extreme slow motion, clearly showing the trajectory of each light point across the darkness, creating an epic visual climax in which time is frozen, energy is completely released, and it is full of a sense of technology and the pinnacle of competition.", + "seed": 364, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_3/index_8738_seed_364_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.13773951127659528, + "vlm_logprob": -0.13773951127659528, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.13773951127659528, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera rotating at breakneck speed around a circular progress chart suspended in mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the circular chart composed of a luminous blue data stream with binary codes and abstract digital symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast stadium scene at night with blurred figures in the stands and bokeh-like motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the data ring bulge outward, intensify from blue to pure white, and then detonate into millions of tiny shimmering points of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the explosion sequence captured in extreme slow motion showing the trajectory of each light point?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.13201375305652618 + ], + "opposite_logprob_tokens": [ + -2.1320137977600098 + ], + "logprob_reward": -0.13201375305652618, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.13201375305652618, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19553729891777039, + 0.1689247488975525, + 0.04222160950303078, + 0.02797628752887249, + 0.3366602063179016, + 0.04518488049507141, + 0.03697150945663452, + 0.02691795490682125, + 0.04809347540140152, + 0.07151203602552414 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.13201375305652618 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera rotating at breakneck speed around a circular progress chart suspended in mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the circular chart composed of a luminous blue data stream with binary codes and abstract digital symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast stadium scene at night with blurred figures in the stands and bokeh-like motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the data ring bulge outward, intensify from blue to pure white, and then detonate into millions of tiny shimmering points of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the explosion sequence captured in extreme slow motion showing the trajectory of each light point?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008666994981467724 + ], + "opposite_logprob_tokens": [ + -4.7586669921875 + ], + "logprob_reward": -0.008666994981467724, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008666994981467724, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6093924045562744, + 0.06382772326469421, + 0.023038582876324654, + 0.017315108329057693, + 0.08833253383636475, + 0.011801585555076599, + 0.01430557295680046, + 0.012561017647385597, + 0.03551407530903816, + 0.12391134351491928 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.008666994981467724 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera rotating at breakneck speed around a circular progress chart suspended in mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the circular chart composed of a luminous blue data stream with binary codes and abstract digital symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast stadium scene at night with blurred figures in the stands and bokeh-like motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the data ring bulge outward, intensify from blue to pure white, and then detonate into millions of tiny shimmering points of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the explosion sequence captured in extreme slow motion showing the trajectory of each light point?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023297391831874847 + ], + "opposite_logprob_tokens": [ + -3.7732973098754883 + ], + "logprob_reward": -0.023297391831874847, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023297391831874847, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08944442123174667, + 0.23875932395458221, + 0.0985892042517662, + 0.14892631769180298, + 0.22211922705173492, + 0.037816908210515976, + 0.028997590765357018, + 0.030067190527915955, + 0.04832226783037186, + 0.05695754289627075 + ], + "top_frames": [ + 1, + 4, + 3 + ], + "selected_reward": -0.023297391831874847 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera rotating at breakneck speed around a circular progress chart suspended in mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the circular chart composed of a luminous blue data stream with binary codes and abstract digital symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast stadium scene at night with blurred figures in the stands and bokeh-like motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the data ring bulge outward, intensify from blue to pure white, and then detonate into millions of tiny shimmering points of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the explosion sequence captured in extreme slow motion showing the trajectory of each light point?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013373488327488303 + ], + "opposite_logprob_tokens": [ + -6.62633752822876 + ], + "logprob_reward": -0.0013373488327488303, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013373488327488303, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2187274843454361, + 0.04380962625145912, + 0.0249813012778759, + 0.045104846358299255, + 0.3917519152164459, + 0.017494531348347664, + 0.022536177188158035, + 0.020398959517478943, + 0.08272901177406311, + 0.13246609270572662 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.0013373488327488303 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera rotating at breakneck speed around a circular progress chart suspended in mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the circular chart composed of a luminous blue data stream with binary codes and abstract digital symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast stadium scene at night with blurred figures in the stands and bokeh-like motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the data ring bulge outward, intensify from blue to pure white, and then detonate into millions of tiny shimmering points of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the explosion sequence captured in extreme slow motion showing the trajectory of each light point?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233820676803589 + ], + "opposite_logprob_tokens": [ + -0.8983820676803589 + ], + "logprob_reward": -0.5233820676803589, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233820676803589, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2198522686958313, + 0.14060163497924805, + 0.051471542567014694, + 0.06584104895591736, + 0.07812326401472092, + 0.05213497579097748, + 0.05513990297913551, + 0.0999535471200943, + 0.1256047636270523, + 0.11127696931362152 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.5233820676803589 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic shot, shot in the style of high-speed action photography, depicts the camera rotating at breakneck speed around a circular progress chart suspended in mid-air. This chart is composed entirely of a luminous blue data stream, countless binary codes and abstract digital symbols whirring through it, forming a nearly closed halo. The background is a vast stadium scene at night, brimming with the atmosphere of a frenzied sporting event, rendered in a bokeh-like motion blur. Only the dazzling floodlights and the blurred, frantic figures in the stands can be seen. At a decisive moment, the data ring begins to bulge violently outward, its internal glow rapidly intensifying from a steady blue to a dazzling pure white, its structure warping under the unbearable internal pressure. Then, in a silent yet powerful explosion, it detonates, instantly disintegrating into millions of tiny, digitally shimmering points of light and fragments. These points of light erupt violently outward in a spherical eruption, like a magnificent storm of stardust. The rotating lens captured this spectacular process in extreme slow motion, clearly showing the trajectory of each light point across the darkness, creating an epic visual climax in which time is frozen, energy is completely released, and it is full of a sense of technology and the pinnacle of competition.", + "seed": 365, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_3/index_8738_seed_365_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.18917956608347594, + "vlm_logprob": -0.18917956608347594, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.18917956608347594, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera rotating at breakneck speed around a circular progress chart suspended in mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the circular chart composed of a luminous blue data stream with binary codes and abstract digital symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast stadium scene at night with blurred figures in the stands and bokeh-like motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the data ring bulge outward, intensify from blue to pure white, and then detonate into millions of tiny shimmering points of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the explosion sequence captured in extreme slow motion showing the trajectory of each light point?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09114840626716614 + ], + "opposite_logprob_tokens": [ + -2.4661483764648438 + ], + "logprob_reward": -0.09114840626716614, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09114840626716614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15906427800655365, + 0.2167866975069046, + 0.05964738130569458, + 0.044230516999959946, + 0.30961689352989197, + 0.08955589681863785, + 0.04191604256629944, + 0.03099612332880497, + 0.02312598004937172, + 0.025060178712010384 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.09114840626716614 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera rotating at breakneck speed around a circular progress chart suspended in mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the circular chart composed of a luminous blue data stream with binary codes and abstract digital symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast stadium scene at night with blurred figures in the stands and bokeh-like motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the data ring bulge outward, intensify from blue to pure white, and then detonate into millions of tiny shimmering points of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the explosion sequence captured in extreme slow motion showing the trajectory of each light point?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004105948377400637 + ], + "opposite_logprob_tokens": [ + -5.504106044769287 + ], + "logprob_reward": -0.004105948377400637, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004105948377400637, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20871782302856445, + 0.13540871441364288, + 0.04750917851924896, + 0.20838938653469086, + 0.02533038891851902, + 0.22501863539218903, + 0.03699326887726784, + 0.040844596922397614, + 0.03302060812711716, + 0.038767408579587936 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.004105948377400637 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera rotating at breakneck speed around a circular progress chart suspended in mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the circular chart composed of a luminous blue data stream with binary codes and abstract digital symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast stadium scene at night with blurred figures in the stands and bokeh-like motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the data ring bulge outward, intensify from blue to pure white, and then detonate into millions of tiny shimmering points of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the explosion sequence captured in extreme slow motion showing the trajectory of each light point?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023285627365112305 + ], + "opposite_logprob_tokens": [ + -3.7732856273651123 + ], + "logprob_reward": -0.023285627365112305, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023285627365112305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1086592897772789, + 0.09346979111433029, + 0.14231009781360626, + 0.041276976466178894, + 0.18764479458332062, + 0.31482598185539246, + 0.05644109472632408, + 0.015364009886980057, + 0.02083662897348404, + 0.019171306863427162 + ], + "top_frames": [ + 5, + 4, + 2 + ], + "selected_reward": -0.023285627365112305 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera rotating at breakneck speed around a circular progress chart suspended in mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the circular chart composed of a luminous blue data stream with binary codes and abstract digital symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast stadium scene at night with blurred figures in the stands and bokeh-like motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the data ring bulge outward, intensify from blue to pure white, and then detonate into millions of tiny shimmering points of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the explosion sequence captured in extreme slow motion showing the trajectory of each light point?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001179118873551488 + ], + "opposite_logprob_tokens": [ + -6.751179218292236 + ], + "logprob_reward": -0.001179118873551488, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.001179118873551488, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06976041942834854, + 0.11908833682537079, + 0.08095640689134598, + 0.03724279999732971, + 0.31511610746383667, + 0.12390507757663727, + 0.042788922786712646, + 0.06014658138155937, + 0.061075497418642044, + 0.08991990238428116 + ], + "top_frames": [ + 4, + 5, + 1 + ], + "selected_reward": -0.001179118873551488 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera rotating at breakneck speed around a circular progress chart suspended in mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the circular chart composed of a luminous blue data stream with binary codes and abstract digital symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast stadium scene at night with blurred figures in the stands and bokeh-like motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the data ring bulge outward, intensify from blue to pure white, and then detonate into millions of tiny shimmering points of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the explosion sequence captured in extreme slow motion showing the trajectory of each light point?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8261787295341492 + ], + "opposite_logprob_tokens": [ + -0.5761787295341492 + ], + "logprob_reward": -0.8261787295341492, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8261787295341492, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.06397470831871033, + 0.1143379658460617, + 0.06807225942611694, + 0.04200189188122749, + 0.31301042437553406, + 0.09856367111206055, + 0.03754110261797905, + 0.06248776987195015, + 0.08864492923021317, + 0.11136522144079208 + ], + "top_frames": [ + 4, + 1, + 9 + ], + "selected_reward": -0.8261787295341492 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "dynamic shot, shot in the style of high-speed action photography, depicts the camera rotating at breakneck speed around a circular progress chart suspended in mid-air. This chart is composed entirely of a luminous blue data stream, countless binary codes and abstract digital symbols whirring through it, forming a nearly closed halo. The background is a vast stadium scene at night, brimming with the atmosphere of a frenzied sporting event, rendered in a bokeh-like motion blur. Only the dazzling floodlights and the blurred, frantic figures in the stands can be seen. At a decisive moment, the data ring begins to bulge violently outward, its internal glow rapidly intensifying from a steady blue to a dazzling pure white, its structure warping under the unbearable internal pressure. Then, in a silent yet powerful explosion, it detonates, instantly disintegrating into millions of tiny, digitally shimmering points of light and fragments. These points of light erupt violently outward in a spherical eruption, like a magnificent storm of stardust. The rotating lens captured this spectacular process in extreme slow motion, clearly showing the trajectory of each light point across the darkness, creating an epic visual climax in which time is frozen, energy is completely released, and it is full of a sense of technology and the pinnacle of competition.", + "seed": 366, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_3/index_8738_seed_366_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1759720876812935, + "vlm_logprob": -0.1759720876812935, + "vlm_yes_no_margin": 3.549999952316284, + "vlm_token_credit": -0.1759720876812935, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera rotating at breakneck speed around a circular progress chart suspended in mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the circular chart composed of a luminous blue data stream with binary codes and abstract digital symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast stadium scene at night with blurred figures in the stands and bokeh-like motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the data ring bulge outward, intensify from blue to pure white, and then detonate into millions of tiny shimmering points of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the explosion sequence captured in extreme slow motion showing the trajectory of each light point?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16328036785125732 + ], + "opposite_logprob_tokens": [ + -1.9132803678512573 + ], + "logprob_reward": -0.16328036785125732, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16328036785125732, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16814172267913818, + 0.08257681131362915, + 0.1173626258969307, + 0.10267918556928635, + 0.04407969489693642, + 0.07888880372047424, + 0.17768989503383636, + 0.0309918113052845, + 0.11766194552183151, + 0.07992751896381378 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.16328036785125732 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera rotating at breakneck speed around a circular progress chart suspended in mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the circular chart composed of a luminous blue data stream with binary codes and abstract digital symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast stadium scene at night with blurred figures in the stands and bokeh-like motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the data ring bulge outward, intensify from blue to pure white, and then detonate into millions of tiny shimmering points of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the explosion sequence captured in extreme slow motion showing the trajectory of each light point?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028299542609602213 + ], + "opposite_logprob_tokens": [ + -5.8778300285339355 + ], + "logprob_reward": -0.0028299542609602213, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028299542609602213, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09954286366701126, + 0.07739141583442688, + 0.2229403257369995, + 0.10866822302341461, + 0.058745771646499634, + 0.23306050896644592, + 0.08311735838651657, + 0.03323913738131523, + 0.03810730203986168, + 0.04518711194396019 + ], + "top_frames": [ + 5, + 2, + 3 + ], + "selected_reward": -0.0028299542609602213 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera rotating at breakneck speed around a circular progress chart suspended in mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the circular chart composed of a luminous blue data stream with binary codes and abstract digital symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast stadium scene at night with blurred figures in the stands and bokeh-like motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the data ring bulge outward, intensify from blue to pure white, and then detonate into millions of tiny shimmering points of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the explosion sequence captured in extreme slow motion showing the trajectory of each light point?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018187187612056732 + ], + "opposite_logprob_tokens": [ + -4.018187046051025 + ], + "logprob_reward": -0.018187187612056732, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018187187612056732, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11635759472846985, + 0.13159215450286865, + 0.10338855534791946, + 0.31409379839897156, + 0.08032350242137909, + 0.05495889484882355, + 0.08507305383682251, + 0.019777866080403328, + 0.052300188690423965, + 0.04213439300656319 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.018187187612056732 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera rotating at breakneck speed around a circular progress chart suspended in mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the circular chart composed of a luminous blue data stream with binary codes and abstract digital symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast stadium scene at night with blurred figures in the stands and bokeh-like motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the data ring bulge outward, intensify from blue to pure white, and then detonate into millions of tiny shimmering points of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the explosion sequence captured in extreme slow motion showing the trajectory of each light point?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002196520334109664 + ], + "opposite_logprob_tokens": [ + -6.127196311950684 + ], + "logprob_reward": -0.002196520334109664, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002196520334109664, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12408598512411118, + 0.08285504579544067, + 0.0894329696893692, + 0.1403239518404007, + 0.10234834998846054, + 0.07666387408971786, + 0.08543473482131958, + 0.051420144736766815, + 0.12133201956748962, + 0.12610287964344025 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.002196520334109664 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera rotating at breakneck speed around a circular progress chart suspended in mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the circular chart composed of a luminous blue data stream with binary codes and abstract digital symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast stadium scene at night with blurred figures in the stands and bokeh-like motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the data ring bulge outward, intensify from blue to pure white, and then detonate into millions of tiny shimmering points of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the explosion sequence captured in extreme slow motion showing the trajectory of each light point?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933664083480835 + ], + "opposite_logprob_tokens": [ + -0.6933664083480835 + ], + "logprob_reward": -0.6933664083480835, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933664083480835, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10734888166189194, + 0.07958707213401794, + 0.07295969873666763, + 0.07061824947595596, + 0.08435120433568954, + 0.07739878445863724, + 0.07983967661857605, + 0.06474035233259201, + 0.18200135231018066, + 0.18115472793579102 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.6933664083480835 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_4/index_tensor([3173, 3173])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_4/index_tensor([3173, 3173])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0d5ba9b804a1bb04181d102dcd79e84629ab7bf6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_4/index_tensor([3173, 3173])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "steady, crane-like shot begins with a broad vista, then slowly zooms in, traversing a vast, dreamlike sea of clouds, reminiscent of a fairy tale. Illuminated by an invisible celestial light source, this sea of clouds takes on a pearly, soft sheen. Vast clouds undulate and surge like mountains, dotted in the distance by a few towering peaks suspended in the sky, atop which faintly glimpse ancient pavilions and lush pines and cypresses. Against this sacred and serene backdrop, a scroll of futuristic technology, shimmering with runes, steadily and calmly rises from the depths of the sea of clouds. Composed not of physical paper, but a translucent scroll woven from pure energy, its surface is crisscrossed with countless intricate runes shimmering with a brilliant cyan-blue light. These runes, a wondrous fusion of ancient hieroglyphics and the sophisticated circuitry of futuristic technology, pulsate with a subtle, lifelike rhythm. As the crane camera seamlessly pans forward, the frame gradually focuses on the atlas, revealing the evolving innovative concept within: a magnificent three-dimensional model of a floating city constructs itself in the light, rotating and gracefully dissolving, seamlessly transforming into a dynamic cross-section of a complex interstellar engine, interspersed with galactic-flowing binary code and quantum physics formulas. The entire scene is shrouded in a solemn and miraculous atmosphere, the cool background contrasting sharply with the warm glow of the atlas' runes, creating a visually stunning and endlessly imaginative fusion of ancient wisdom and cutting-edge technology at an epic intersection.", + "seed": 12581, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_4/index_3173_seed_12581_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1717383336275816, + "vlm_logprob": -0.1717383336275816, + "vlm_yes_no_margin": 2.15, + "vlm_token_credit": -0.1717383336275816, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a broad vista of a vast sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot steady, starting with a slow zoom in and pan forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a translucent scroll woven from pure energy visible, rising from the clouds and crisscrossed with cyan-blue runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a three-dimensional model of a floating city constructing itself and transforming into a cross-section of an interstellar engine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are distant towering peaks with ancient pavilions and lush pines visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03009703941643238 + ], + "opposite_logprob_tokens": [ + -3.530097007751465 + ], + "logprob_reward": -0.03009703941643238, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03009703941643238, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16202153265476227, + 0.06346078217029572, + 0.14994050562381744, + 0.20457932353019714, + 0.046353429555892944, + 0.021525362506508827, + 0.02178376168012619, + 0.02881498634815216, + 0.04844134673476219, + 0.25307896733283997 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.03009703941643238 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a broad vista of a vast sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot steady, starting with a slow zoom in and pan forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a translucent scroll woven from pure energy visible, rising from the clouds and crisscrossed with cyan-blue runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a three-dimensional model of a floating city constructing itself and transforming into a cross-section of an interstellar engine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are distant towering peaks with ancient pavilions and lush pines visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06206195428967476 + ], + "opposite_logprob_tokens": [ + -2.8120620250701904 + ], + "logprob_reward": -0.06206195428967476, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06206195428967476, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06943810731172562, + 0.030067896470427513, + 0.2864181101322174, + 0.10881205648183823, + 0.048876985907554626, + 0.051561497151851654, + 0.04078766331076622, + 0.029997864738106728, + 0.058075301349163055, + 0.27596455812454224 + ], + "top_frames": [ + 2, + 9, + 3 + ], + "selected_reward": -0.06206195428967476 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a broad vista of a vast sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot steady, starting with a slow zoom in and pan forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a translucent scroll woven from pure energy visible, rising from the clouds and crisscrossed with cyan-blue runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a three-dimensional model of a floating city constructing itself and transforming into a cross-section of an interstellar engine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are distant towering peaks with ancient pavilions and lush pines visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14283889532089233 + ], + "opposite_logprob_tokens": [ + -2.017838954925537 + ], + "logprob_reward": -0.14283889532089233, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14283889532089233, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.050797563046216965, + 0.01982821524143219, + 0.166452556848526, + 0.03299311548471451, + 0.02843102253973484, + 0.015306882560253143, + 0.025142984464764595, + 0.03379209339618683, + 0.09520804136991501, + 0.5320475697517395 + ], + "top_frames": [ + 9, + 2, + 8 + ], + "selected_reward": -0.14283889532089233 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a broad vista of a vast sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot steady, starting with a slow zoom in and pan forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a translucent scroll woven from pure energy visible, rising from the clouds and crisscrossed with cyan-blue runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a three-dimensional model of a floating city constructing itself and transforming into a cross-section of an interstellar engine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are distant towering peaks with ancient pavilions and lush pines visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233604907989502 + ], + "opposite_logprob_tokens": [ + -0.8983604907989502 + ], + "logprob_reward": -0.5233604907989502, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233604907989502, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03428976610302925, + 0.031569499522447586, + 0.09323158860206604, + 0.11888139694929123, + 0.04740322381258011, + 0.05791986361145973, + 0.06489347666501999, + 0.04968101158738136, + 0.30251359939575195, + 0.19961664080619812 + ], + "top_frames": [ + 8, + 9, + 3 + ], + "selected_reward": -0.5233604907989502 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a broad vista of a vast sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot steady, starting with a slow zoom in and pan forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a translucent scroll woven from pure energy visible, rising from the clouds and crisscrossed with cyan-blue runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a three-dimensional model of a floating city constructing itself and transforming into a cross-section of an interstellar engine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are distant towering peaks with ancient pavilions and lush pines visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10033328831195831 + ], + "opposite_logprob_tokens": [ + -2.3503332138061523 + ], + "logprob_reward": -0.10033328831195831, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10033328831195831, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11233729124069214, + 0.11907996982336044, + 0.3364037871360779, + 0.1352488398551941, + 0.023755259811878204, + 0.04669767618179321, + 0.020948825404047966, + 0.03558795526623726, + 0.05959687381982803, + 0.1103435531258583 + ], + "top_frames": [ + 2, + 3, + 1 + ], + "selected_reward": -0.10033328831195831 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady, crane-like shot begins with a broad vista, then slowly zooms in, traversing a vast, dreamlike sea of clouds, reminiscent of a fairy tale. Illuminated by an invisible celestial light source, this sea of clouds takes on a pearly, soft sheen. Vast clouds undulate and surge like mountains, dotted in the distance by a few towering peaks suspended in the sky, atop which faintly glimpse ancient pavilions and lush pines and cypresses. Against this sacred and serene backdrop, a scroll of futuristic technology, shimmering with runes, steadily and calmly rises from the depths of the sea of clouds. Composed not of physical paper, but a translucent scroll woven from pure energy, its surface is crisscrossed with countless intricate runes shimmering with a brilliant cyan-blue light. These runes, a wondrous fusion of ancient hieroglyphics and the sophisticated circuitry of futuristic technology, pulsate with a subtle, lifelike rhythm. As the crane camera seamlessly pans forward, the frame gradually focuses on the atlas, revealing the evolving innovative concept within: a magnificent three-dimensional model of a floating city constructs itself in the light, rotating and gracefully dissolving, seamlessly transforming into a dynamic cross-section of a complex interstellar engine, interspersed with galactic-flowing binary code and quantum physics formulas. The entire scene is shrouded in a solemn and miraculous atmosphere, the cool background contrasting sharply with the warm glow of the atlas' runes, creating a visually stunning and endlessly imaginative fusion of ancient wisdom and cutting-edge technology at an epic intersection.", + "seed": 12582, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_4/index_3173_seed_12582_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1996892685070634, + "vlm_logprob": -0.1996892685070634, + "vlm_yes_no_margin": 2.475, + "vlm_token_credit": -0.1996892685070634, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a broad vista of a vast sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot steady, starting with a slow zoom in and pan forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a translucent scroll woven from pure energy visible, rising from the clouds and crisscrossed with cyan-blue runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a three-dimensional model of a floating city constructing itself and transforming into a cross-section of an interstellar engine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are distant towering peaks with ancient pavilions and lush pines visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02084958367049694 + ], + "opposite_logprob_tokens": [ + -3.8958494663238525 + ], + "logprob_reward": -0.02084958367049694, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02084958367049694, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4264891445636749, + 0.04988504946231842, + 0.09801793098449707, + 0.09567366540431976, + 0.033479124307632446, + 0.09147461503744125, + 0.04792344197630882, + 0.045859839767217636, + 0.06347953528165817, + 0.04771767556667328 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.02084958367049694 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a broad vista of a vast sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot steady, starting with a slow zoom in and pan forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a translucent scroll woven from pure energy visible, rising from the clouds and crisscrossed with cyan-blue runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a three-dimensional model of a floating city constructing itself and transforming into a cross-section of an interstellar engine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are distant towering peaks with ancient pavilions and lush pines visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004226744174957 + ], + "opposite_logprob_tokens": [ + -2.695042371749878 + ], + "logprob_reward": -0.07004226744174957, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004226744174957, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0716758742928505, + 0.0845828428864479, + 0.10927491635084152, + 0.1013062596321106, + 0.14259880781173706, + 0.06435368210077286, + 0.15492096543312073, + 0.056474145501852036, + 0.14208608865737915, + 0.07272641360759735 + ], + "top_frames": [ + 6, + 4, + 8 + ], + "selected_reward": -0.07004226744174957 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a broad vista of a vast sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot steady, starting with a slow zoom in and pan forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a translucent scroll woven from pure energy visible, rising from the clouds and crisscrossed with cyan-blue runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a three-dimensional model of a floating city constructing itself and transforming into a cross-section of an interstellar engine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are distant towering peaks with ancient pavilions and lush pines visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012544064782559872 + ], + "opposite_logprob_tokens": [ + -4.38754415512085 + ], + "logprob_reward": -0.012544064782559872, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012544064782559872, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14186634123325348, + 0.08344455808401108, + 0.036066435277462006, + 0.09467870742082596, + 0.09819259494543076, + 0.060132477432489395, + 0.15289749205112457, + 0.07034597545862198, + 0.16996505856513977, + 0.09241029620170593 + ], + "top_frames": [ + 8, + 6, + 0 + ], + "selected_reward": -0.012544064782559872 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a broad vista of a vast sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot steady, starting with a slow zoom in and pan forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a translucent scroll woven from pure energy visible, rising from the clouds and crisscrossed with cyan-blue runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a three-dimensional model of a floating city constructing itself and transforming into a cross-section of an interstellar engine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are distant towering peaks with ancient pavilions and lush pines visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6934019923210144 + ], + "opposite_logprob_tokens": [ + -0.6934019923210144 + ], + "logprob_reward": -0.6934019923210144, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6934019923210144, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.09831498563289642, + 0.06261385232210159, + 0.026995066553354263, + 0.06603528559207916, + 0.06389135867357254, + 0.06863275915384293, + 0.2168704867362976, + 0.2156655490398407, + 0.08910977095365524, + 0.09187085926532745 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.6934019923210144 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a broad vista of a vast sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot steady, starting with a slow zoom in and pan forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a translucent scroll woven from pure energy visible, rising from the clouds and crisscrossed with cyan-blue runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a three-dimensional model of a floating city constructing itself and transforming into a cross-section of an interstellar engine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are distant towering peaks with ancient pavilions and lush pines visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20160843431949615 + ], + "opposite_logprob_tokens": [ + -1.701608419418335 + ], + "logprob_reward": -0.20160843431949615, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20160843431949615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10996071994304657, + 0.048368800431489944, + 0.041012492030858994, + 0.08321283757686615, + 0.08064933866262436, + 0.21945300698280334, + 0.09219998866319656, + 0.046865347772836685, + 0.1973821520805359, + 0.08089522272348404 + ], + "top_frames": [ + 5, + 8, + 0 + ], + "selected_reward": -0.20160843431949615 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "steady, crane-like shot begins with a broad vista, then slowly zooms in, traversing a vast, dreamlike sea of clouds, reminiscent of a fairy tale. Illuminated by an invisible celestial light source, this sea of clouds takes on a pearly, soft sheen. Vast clouds undulate and surge like mountains, dotted in the distance by a few towering peaks suspended in the sky, atop which faintly glimpse ancient pavilions and lush pines and cypresses. Against this sacred and serene backdrop, a scroll of futuristic technology, shimmering with runes, steadily and calmly rises from the depths of the sea of clouds. Composed not of physical paper, but a translucent scroll woven from pure energy, its surface is crisscrossed with countless intricate runes shimmering with a brilliant cyan-blue light. These runes, a wondrous fusion of ancient hieroglyphics and the sophisticated circuitry of futuristic technology, pulsate with a subtle, lifelike rhythm. As the crane camera seamlessly pans forward, the frame gradually focuses on the atlas, revealing the evolving innovative concept within: a magnificent three-dimensional model of a floating city constructs itself in the light, rotating and gracefully dissolving, seamlessly transforming into a dynamic cross-section of a complex interstellar engine, interspersed with galactic-flowing binary code and quantum physics formulas. The entire scene is shrouded in a solemn and miraculous atmosphere, the cool background contrasting sharply with the warm glow of the atlas' runes, creating a visually stunning and endlessly imaginative fusion of ancient wisdom and cutting-edge technology at an epic intersection.", + "seed": 12583, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_4/index_3173_seed_12583_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.11166063388809562, + "vlm_logprob": -0.11166063388809562, + "vlm_yes_no_margin": 2.725, + "vlm_token_credit": -0.11166063388809562, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a broad vista of a vast sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot steady, starting with a slow zoom in and pan forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a translucent scroll woven from pure energy visible, rising from the clouds and crisscrossed with cyan-blue runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a three-dimensional model of a floating city constructing itself and transforming into a cross-section of an interstellar engine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are distant towering peaks with ancient pavilions and lush pines visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006939831655472517 + ], + "opposite_logprob_tokens": [ + -5.006939888000488 + ], + "logprob_reward": -0.006939831655472517, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006939831655472517, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12500958144664764, + 0.3340602219104767, + 0.1422223150730133, + 0.13889707624912262, + 0.06121043860912323, + 0.0457296185195446, + 0.03232625499367714, + 0.05309712886810303, + 0.041798073798418045, + 0.025649309158325195 + ], + "top_frames": [ + 1, + 2, + 3 + ], + "selected_reward": -0.006939831655472517 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a broad vista of a vast sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot steady, starting with a slow zoom in and pan forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a translucent scroll woven from pure energy visible, rising from the clouds and crisscrossed with cyan-blue runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a three-dimensional model of a floating city constructing itself and transforming into a cross-section of an interstellar engine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are distant towering peaks with ancient pavilions and lush pines visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002425938844681 + ], + "opposite_logprob_tokens": [ + -2.695024251937866 + ], + "logprob_reward": -0.07002425938844681, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002425938844681, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07411308586597443, + 0.09019996225833893, + 0.290647029876709, + 0.09865721315145493, + 0.0837249904870987, + 0.05636685714125633, + 0.09178977459669113, + 0.09550023078918457, + 0.09388650953769684, + 0.025114310905337334 + ], + "top_frames": [ + 2, + 3, + 7 + ], + "selected_reward": -0.07002425938844681 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a broad vista of a vast sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot steady, starting with a slow zoom in and pan forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a translucent scroll woven from pure energy visible, rising from the clouds and crisscrossed with cyan-blue runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a three-dimensional model of a floating city constructing itself and transforming into a cross-section of an interstellar engine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are distant towering peaks with ancient pavilions and lush pines visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495869740843773 + ], + "opposite_logprob_tokens": [ + -2.9299585819244385 + ], + "logprob_reward": -0.05495869740843773, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495869740843773, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.054430197924375534, + 0.14454393088817596, + 0.08150074630975723, + 0.09066671133041382, + 0.15477806329727173, + 0.1557149738073349, + 0.07445157319307327, + 0.1317174732685089, + 0.09302235394716263, + 0.01917394995689392 + ], + "top_frames": [ + 5, + 4, + 1 + ], + "selected_reward": -0.05495869740843773 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a broad vista of a vast sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot steady, starting with a slow zoom in and pan forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a translucent scroll woven from pure energy visible, rising from the clouds and crisscrossed with cyan-blue runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a three-dimensional model of a floating city constructing itself and transforming into a cross-section of an interstellar engine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are distant towering peaks with ancient pavilions and lush pines visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134586811065674 + ], + "opposite_logprob_tokens": [ + -1.3134586811065674 + ], + "logprob_reward": -0.3134586811065674, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134586811065674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09787960350513458, + 0.06526582688093185, + 0.08091761916875839, + 0.11464961618185043, + 0.15816573798656464, + 0.18788370490074158, + 0.03407386690378189, + 0.09080000221729279, + 0.12179902195930481, + 0.048565007746219635 + ], + "top_frames": [ + 5, + 4, + 8 + ], + "selected_reward": -0.3134586811065674 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a broad vista of a vast sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot steady, starting with a slow zoom in and pan forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a translucent scroll woven from pure energy visible, rising from the clouds and crisscrossed with cyan-blue runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a three-dimensional model of a floating city constructing itself and transforming into a cross-section of an interstellar engine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are distant towering peaks with ancient pavilions and lush pines visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11292169988155365 + ], + "opposite_logprob_tokens": [ + -2.237921714782715 + ], + "logprob_reward": -0.11292169988155365, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11292169988155365, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10970647633075714, + 0.5811886191368103, + 0.05955173075199127, + 0.08050018548965454, + 0.054763711988925934, + 0.025265375152230263, + 0.02954728528857231, + 0.022203948348760605, + 0.023567259311676025, + 0.013705435208976269 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.11292169988155365 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady, crane-like shot begins with a broad vista, then slowly zooms in, traversing a vast, dreamlike sea of clouds, reminiscent of a fairy tale. Illuminated by an invisible celestial light source, this sea of clouds takes on a pearly, soft sheen. Vast clouds undulate and surge like mountains, dotted in the distance by a few towering peaks suspended in the sky, atop which faintly glimpse ancient pavilions and lush pines and cypresses. Against this sacred and serene backdrop, a scroll of futuristic technology, shimmering with runes, steadily and calmly rises from the depths of the sea of clouds. Composed not of physical paper, but a translucent scroll woven from pure energy, its surface is crisscrossed with countless intricate runes shimmering with a brilliant cyan-blue light. These runes, a wondrous fusion of ancient hieroglyphics and the sophisticated circuitry of futuristic technology, pulsate with a subtle, lifelike rhythm. As the crane camera seamlessly pans forward, the frame gradually focuses on the atlas, revealing the evolving innovative concept within: a magnificent three-dimensional model of a floating city constructs itself in the light, rotating and gracefully dissolving, seamlessly transforming into a dynamic cross-section of a complex interstellar engine, interspersed with galactic-flowing binary code and quantum physics formulas. The entire scene is shrouded in a solemn and miraculous atmosphere, the cool background contrasting sharply with the warm glow of the atlas' runes, creating a visually stunning and endlessly imaginative fusion of ancient wisdom and cutting-edge technology at an epic intersection.", + "seed": 12584, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_4/index_3173_seed_12584_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1490173488855362, + "vlm_logprob": -0.1490173488855362, + "vlm_yes_no_margin": 2.65, + "vlm_token_credit": -0.1490173488855362, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a broad vista of a vast sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot steady, starting with a slow zoom in and pan forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a translucent scroll woven from pure energy visible, rising from the clouds and crisscrossed with cyan-blue runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a three-dimensional model of a floating city constructing itself and transforming into a cross-section of an interstellar engine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are distant towering peaks with ancient pavilions and lush pines visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008781269192695618 + ], + "opposite_logprob_tokens": [ + -4.758781433105469 + ], + "logprob_reward": -0.008781269192695618, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008781269192695618, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15253742039203644, + 0.09809994697570801, + 0.2704164683818817, + 0.024204177781939507, + 0.06425881385803223, + 0.06297854334115982, + 0.06147805601358414, + 0.07681048661470413, + 0.13598212599754333, + 0.05323396623134613 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.008781269192695618 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a broad vista of a vast sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot steady, starting with a slow zoom in and pan forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a translucent scroll woven from pure energy visible, rising from the clouds and crisscrossed with cyan-blue runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a three-dimensional model of a floating city constructing itself and transforming into a cross-section of an interstellar engine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are distant towering peaks with ancient pavilions and lush pines visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897347211837769 + ], + "opposite_logprob_tokens": [ + -2.5789735317230225 + ], + "logprob_reward": -0.07897347211837769, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897347211837769, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.044257670640945435, + 0.03416714444756508, + 0.6538033485412598, + 0.02233855426311493, + 0.02532399259507656, + 0.04311071336269379, + 0.02711249701678753, + 0.03650819882750511, + 0.08769511431455612, + 0.025682803243398666 + ], + "top_frames": [ + 2, + 8, + 0 + ], + "selected_reward": -0.07897347211837769 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a broad vista of a vast sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot steady, starting with a slow zoom in and pan forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a translucent scroll woven from pure energy visible, rising from the clouds and crisscrossed with cyan-blue runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a three-dimensional model of a floating city constructing itself and transforming into a cross-section of an interstellar engine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are distant towering peaks with ancient pavilions and lush pines visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370017558336258 + ], + "opposite_logprob_tokens": [ + -3.4087002277374268 + ], + "logprob_reward": -0.03370017558336258, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370017558336258, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0690305307507515, + 0.04195406660437584, + 0.2723020911216736, + 0.02657354809343815, + 0.04161945730447769, + 0.08760783821344376, + 0.02617665007710457, + 0.16092656552791595, + 0.19153040647506714, + 0.08227887004613876 + ], + "top_frames": [ + 2, + 8, + 7 + ], + "selected_reward": -0.03370017558336258 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a broad vista of a vast sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot steady, starting with a slow zoom in and pan forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a translucent scroll woven from pure energy visible, rising from the clouds and crisscrossed with cyan-blue runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a three-dimensional model of a floating city constructing itself and transforming into a cross-section of an interstellar engine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are distant towering peaks with ancient pavilions and lush pines visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233203172683716 + ], + "opposite_logprob_tokens": [ + -0.8983203172683716 + ], + "logprob_reward": -0.5233203172683716, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233203172683716, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08540026098489761, + 0.10679858922958374, + 0.030525093898177147, + 0.023665381595492363, + 0.03838681802153587, + 0.04681915044784546, + 0.11442849785089493, + 0.027828281745314598, + 0.48047980666160583, + 0.0456680953502655 + ], + "top_frames": [ + 8, + 6, + 1 + ], + "selected_reward": -0.5233203172683716 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a broad vista of a vast sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot steady, starting with a slow zoom in and pan forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a translucent scroll woven from pure energy visible, rising from the clouds and crisscrossed with cyan-blue runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a three-dimensional model of a floating city constructing itself and transforming into a cross-section of an interstellar engine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are distant towering peaks with ancient pavilions and lush pines visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1003115102648735 + ], + "opposite_logprob_tokens": [ + -2.350311517715454 + ], + "logprob_reward": -0.1003115102648735, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1003115102648735, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32488197088241577, + 0.09635753184556961, + 0.17997300624847412, + 0.031972046941518784, + 0.059223808348178864, + 0.03857962787151337, + 0.0674968808889389, + 0.02161998115479946, + 0.1570560336112976, + 0.022839097306132317 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.1003115102648735 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_7/index_tensor([385, 385])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_7/index_tensor([385, 385])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b7f532c96fe105e56e7f00782ba8319c71246676 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_7/index_tensor([385, 385])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up shot, shot from a slightly downward angle, focuses on an antique, dark mahogany desk. A warm, soft sidelight streams in from outside the frame, illuminating a slender hand with fair skin, distinct joints, and slightly visible veins, its nails neatly manicured. With remarkable stability and composure, this hand carefully grasps a brush made of rosewood, exuding a subtle sheen. The wolf hair tip is thoroughly saturated with ink as thick as night, gleaming with a moist sheen in the light. A drop of ink, tense and threatening to fall, clung to the tip. With a slight lift of the wrist, the brush is slowly and vertically lifted from the desk. The entire movement is fluid and ritualistic, creating an atmosphere of tranquility, concentration, and a classical charm.", + "seed": 14107, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_7/index_385_seed_14107_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.09988083112984895, + "vlm_logprob": -0.09988083112984895, + "vlm_yes_no_margin": 3.125000011920929, + "vlm_token_credit": -0.09988083112984895, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on an antique dark mahogany desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender hand with fair skin, distinct joints, visible veins, and neatly manicured nails visible grasping a rosewood brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the brush tip saturated with thick black ink that has a drop clinging to it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand slowly and vertically lift the brush from the desk in a fluid motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38992589712142944 + ], + "opposite_logprob_tokens": [ + -1.1399259567260742 + ], + "logprob_reward": -0.38992589712142944, + "yes_no_margin_reward": 0.7500000596046448, + "token_credit_reward": -0.38992589712142944, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1201549842953682, + 0.16949844360351562, + 0.1891423612833023, + 0.030634703114628792, + 0.14162826538085938, + 0.19185017049312592, + 0.05725090205669403, + 0.02667788602411747, + 0.0476425401866436, + 0.025519732385873795 + ], + "top_frames": [ + 5, + 2, + 1 + ], + "selected_reward": -0.38992589712142944 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on an antique dark mahogany desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender hand with fair skin, distinct joints, visible veins, and neatly manicured nails visible grasping a rosewood brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the brush tip saturated with thick black ink that has a drop clinging to it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand slowly and vertically lift the brush from the desk in a fluid motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048701900988817215 + ], + "opposite_logprob_tokens": [ + -3.0487020015716553 + ], + "logprob_reward": -0.048701900988817215, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048701900988817215, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14804288744926453, + 0.10356512665748596, + 0.04908822849392891, + 0.11091630160808563, + 0.04364071041345596, + 0.151141956448555, + 0.09681814908981323, + 0.17078498005867004, + 0.03835644945502281, + 0.0876452699303627 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.048701900988817215 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on an antique dark mahogany desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender hand with fair skin, distinct joints, visible veins, and neatly manicured nails visible grasping a rosewood brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the brush tip saturated with thick black ink that has a drop clinging to it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand slowly and vertically lift the brush from the desk in a fluid motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02332359552383423 + ], + "opposite_logprob_tokens": [ + -3.7733235359191895 + ], + "logprob_reward": -0.02332359552383423, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02332359552383423, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1441914588212967, + 0.09843400120735168, + 0.06472862511873245, + 0.09266933798789978, + 0.06837183237075806, + 0.13080593943595886, + 0.11507619172334671, + 0.10461101680994034, + 0.0829983502626419, + 0.09811323136091232 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.02332359552383423 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on an antique dark mahogany desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender hand with fair skin, distinct joints, visible veins, and neatly manicured nails visible grasping a rosewood brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the brush tip saturated with thick black ink that has a drop clinging to it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand slowly and vertically lift the brush from the desk in a fluid motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026377195492386818 + ], + "opposite_logprob_tokens": [ + -3.6513772010803223 + ], + "logprob_reward": -0.026377195492386818, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026377195492386818, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10452331602573395, + 0.06537730991840363, + 0.05726327374577522, + 0.04694456607103348, + 0.044394463300704956, + 0.11406449228525162, + 0.0746343657374382, + 0.20696237683296204, + 0.10536351054906845, + 0.18047232925891876 + ], + "top_frames": [ + 7, + 9, + 5 + ], + "selected_reward": -0.026377195492386818 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on an antique dark mahogany desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender hand with fair skin, distinct joints, visible veins, and neatly manicured nails visible grasping a rosewood brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the brush tip saturated with thick black ink that has a drop clinging to it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand slowly and vertically lift the brush from the desk in a fluid motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107556652277708 + ], + "opposite_logprob_tokens": [ + -4.511075496673584 + ], + "logprob_reward": -0.01107556652277708, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107556652277708, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1043601706624031, + 0.0381242111325264, + 0.07512382417917252, + 0.024274513125419617, + 0.03213328868150711, + 0.04866824671626091, + 0.17445982992649078, + 0.33805057406425476, + 0.03773181512951851, + 0.1270734965801239 + ], + "top_frames": [ + 7, + 6, + 9 + ], + "selected_reward": -0.01107556652277708 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot, shot from a slightly downward angle, focuses on an antique, dark mahogany desk. A warm, soft sidelight streams in from outside the frame, illuminating a slender hand with fair skin, distinct joints, and slightly visible veins, its nails neatly manicured. With remarkable stability and composure, this hand carefully grasps a brush made of rosewood, exuding a subtle sheen. The wolf hair tip is thoroughly saturated with ink as thick as night, gleaming with a moist sheen in the light. A drop of ink, tense and threatening to fall, clung to the tip. With a slight lift of the wrist, the brush is slowly and vertically lifted from the desk. The entire movement is fluid and ritualistic, creating an atmosphere of tranquility, concentration, and a classical charm.", + "seed": 14108, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_7/index_385_seed_14108_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.028463899902999402, + "vlm_logprob": -0.028463899902999402, + "vlm_yes_no_margin": 4.024999952316284, + "vlm_token_credit": -0.028463899902999402, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on an antique dark mahogany desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender hand with fair skin, distinct joints, visible veins, and neatly manicured nails visible grasping a rosewood brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the brush tip saturated with thick black ink that has a drop clinging to it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand slowly and vertically lift the brush from the desk in a fluid motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09207059442996979 + ], + "opposite_logprob_tokens": [ + -2.4670705795288086 + ], + "logprob_reward": -0.09207059442996979, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09207059442996979, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1234542727470398, + 0.10738003998994827, + 0.04846436530351639, + 0.19542133808135986, + 0.05672793462872505, + 0.09425254911184311, + 0.061905037611722946, + 0.0948939397931099, + 0.10239454358816147, + 0.11510597169399261 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.09207059442996979 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on an antique dark mahogany desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender hand with fair skin, distinct joints, visible veins, and neatly manicured nails visible grasping a rosewood brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the brush tip saturated with thick black ink that has a drop clinging to it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand slowly and vertically lift the brush from the desk in a fluid motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018218208104372025 + ], + "opposite_logprob_tokens": [ + -4.018218040466309 + ], + "logprob_reward": -0.018218208104372025, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018218208104372025, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11589662730693817, + 0.0633355900645256, + 0.043008722364902496, + 0.046716347336769104, + 0.09625168889760971, + 0.12655436992645264, + 0.1355360448360443, + 0.09373153001070023, + 0.23154713213443756, + 0.047421883791685104 + ], + "top_frames": [ + 8, + 6, + 5 + ], + "selected_reward": -0.018218208104372025 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on an antique dark mahogany desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender hand with fair skin, distinct joints, visible veins, and neatly manicured nails visible grasping a rosewood brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the brush tip saturated with thick black ink that has a drop clinging to it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand slowly and vertically lift the brush from the desk in a fluid motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014209285378456116 + ], + "opposite_logprob_tokens": [ + -4.264209270477295 + ], + "logprob_reward": -0.014209285378456116, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014209285378456116, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20787295699119568, + 0.04059548303484917, + 0.025822419673204422, + 0.09988362342119217, + 0.06994488835334778, + 0.11754205822944641, + 0.09588555991649628, + 0.0846613347530365, + 0.23679037392139435, + 0.021001242101192474 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.014209285378456116 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on an antique dark mahogany desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender hand with fair skin, distinct joints, visible veins, and neatly manicured nails visible grasping a rosewood brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the brush tip saturated with thick black ink that has a drop clinging to it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand slowly and vertically lift the brush from the desk in a fluid motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01108794566243887 + ], + "opposite_logprob_tokens": [ + -4.511087894439697 + ], + "logprob_reward": -0.01108794566243887, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01108794566243887, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17417454719543457, + 0.04538968577980995, + 0.018561644479632378, + 0.05380769819021225, + 0.03684777021408081, + 0.13852059841156006, + 0.13486294448375702, + 0.10612531006336212, + 0.25343263149261475, + 0.03827711567282677 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.01108794566243887 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on an antique dark mahogany desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender hand with fair skin, distinct joints, visible veins, and neatly manicured nails visible grasping a rosewood brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the brush tip saturated with thick black ink that has a drop clinging to it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand slowly and vertically lift the brush from the desk in a fluid motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006733465939760208 + ], + "opposite_logprob_tokens": [ + -5.006733417510986 + ], + "logprob_reward": -0.006733465939760208, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006733465939760208, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10809705406427383, + 0.05666954070329666, + 0.03508219122886658, + 0.06849439442157745, + 0.07343261688947678, + 0.09785022586584091, + 0.17306289076805115, + 0.19740143418312073, + 0.1414760947227478, + 0.048433538526296616 + ], + "top_frames": [ + 7, + 6, + 8 + ], + "selected_reward": -0.006733465939760208 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot, shot from a slightly downward angle, focuses on an antique, dark mahogany desk. A warm, soft sidelight streams in from outside the frame, illuminating a slender hand with fair skin, distinct joints, and slightly visible veins, its nails neatly manicured. With remarkable stability and composure, this hand carefully grasps a brush made of rosewood, exuding a subtle sheen. The wolf hair tip is thoroughly saturated with ink as thick as night, gleaming with a moist sheen in the light. A drop of ink, tense and threatening to fall, clung to the tip. With a slight lift of the wrist, the brush is slowly and vertically lifted from the desk. The entire movement is fluid and ritualistic, creating an atmosphere of tranquility, concentration, and a classical charm.", + "seed": 14109, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_7/index_385_seed_14109_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07207655925303698, + "vlm_logprob": -0.07207655925303698, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.07207655925303698, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on an antique dark mahogany desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender hand with fair skin, distinct joints, visible veins, and neatly manicured nails visible grasping a rosewood brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the brush tip saturated with thick black ink that has a drop clinging to it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand slowly and vertically lift the brush from the desk in a fluid motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14507292211055756 + ], + "opposite_logprob_tokens": [ + -2.0200729370117188 + ], + "logprob_reward": -0.14507292211055756, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14507292211055756, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.112375408411026, + 0.04857378453016281, + 0.07198276370763779, + 0.0745462104678154, + 0.044090546667575836, + 0.06820827722549438, + 0.37280982732772827, + 0.03664455935359001, + 0.07233715057373047, + 0.09843148291110992 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.14507292211055756 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on an antique dark mahogany desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender hand with fair skin, distinct joints, visible veins, and neatly manicured nails visible grasping a rosewood brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the brush tip saturated with thick black ink that has a drop clinging to it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand slowly and vertically lift the brush from the desk in a fluid motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17991355061531067 + ], + "opposite_logprob_tokens": [ + -1.8049135208129883 + ], + "logprob_reward": -0.17991355061531067, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17991355061531067, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20083148777484894, + 0.05395117774605751, + 0.08235155791044235, + 0.08523594588041306, + 0.05970948934555054, + 0.11393904685974121, + 0.1732112318277359, + 0.05216724053025246, + 0.11023316532373428, + 0.06836963444948196 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.17991355061531067 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on an antique dark mahogany desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender hand with fair skin, distinct joints, visible veins, and neatly manicured nails visible grasping a rosewood brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the brush tip saturated with thick black ink that has a drop clinging to it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand slowly and vertically lift the brush from the desk in a fluid motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014212928712368011 + ], + "opposite_logprob_tokens": [ + -4.2642130851745605 + ], + "logprob_reward": -0.014212928712368011, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014212928712368011, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29428619146347046, + 0.05245247855782509, + 0.04249361529946327, + 0.10481218993663788, + 0.05480360984802246, + 0.10088275372982025, + 0.11741714924573898, + 0.043276917189359665, + 0.11734907329082489, + 0.07222594320774078 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.014212928712368011 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on an antique dark mahogany desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender hand with fair skin, distinct joints, visible veins, and neatly manicured nails visible grasping a rosewood brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the brush tip saturated with thick black ink that has a drop clinging to it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand slowly and vertically lift the brush from the desk in a fluid motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012546654790639877 + ], + "opposite_logprob_tokens": [ + -4.387546539306641 + ], + "logprob_reward": -0.012546654790639877, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012546654790639877, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08984793722629547, + 0.04706205427646637, + 0.061668217182159424, + 0.08407612144947052, + 0.15005341172218323, + 0.05212584137916565, + 0.22681865096092224, + 0.10033342987298965, + 0.1229158416390419, + 0.06509851664304733 + ], + "top_frames": [ + 6, + 4, + 8 + ], + "selected_reward": -0.012546654790639877 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on an antique dark mahogany desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender hand with fair skin, distinct joints, visible veins, and neatly manicured nails visible grasping a rosewood brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the brush tip saturated with thick black ink that has a drop clinging to it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand slowly and vertically lift the brush from the desk in a fluid motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008636740036308765 + ], + "opposite_logprob_tokens": [ + -4.758636951446533 + ], + "logprob_reward": -0.008636740036308765, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008636740036308765, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09645073860883713, + 0.0593123584985733, + 0.03324611485004425, + 0.0919586792588234, + 0.07384399324655533, + 0.0680031031370163, + 0.1977936029434204, + 0.17579065263271332, + 0.13373814523220062, + 0.06986261159181595 + ], + "top_frames": [ + 6, + 7, + 8 + ], + "selected_reward": -0.008636740036308765 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot, shot from a slightly downward angle, focuses on an antique, dark mahogany desk. A warm, soft sidelight streams in from outside the frame, illuminating a slender hand with fair skin, distinct joints, and slightly visible veins, its nails neatly manicured. With remarkable stability and composure, this hand carefully grasps a brush made of rosewood, exuding a subtle sheen. The wolf hair tip is thoroughly saturated with ink as thick as night, gleaming with a moist sheen in the light. A drop of ink, tense and threatening to fall, clung to the tip. With a slight lift of the wrist, the brush is slowly and vertically lifted from the desk. The entire movement is fluid and ritualistic, creating an atmosphere of tranquility, concentration, and a classical charm.", + "seed": 14110, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_7/index_385_seed_14110_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04620235245674849, + "vlm_logprob": -0.04620235245674849, + "vlm_yes_no_margin": 3.6499999523162843, + "vlm_token_credit": -0.04620235245674849, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on an antique dark mahogany desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender hand with fair skin, distinct joints, visible veins, and neatly manicured nails visible grasping a rosewood brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the brush tip saturated with thick black ink that has a drop clinging to it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand slowly and vertically lift the brush from the desk in a fluid motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14483016729354858 + ], + "opposite_logprob_tokens": [ + -2.0198302268981934 + ], + "logprob_reward": -0.14483016729354858, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14483016729354858, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1058647558093071, + 0.06246250495314598, + 0.09907714277505875, + 0.13962697982788086, + 0.07525163143873215, + 0.026960628107190132, + 0.026412541046738625, + 0.32509610056877136, + 0.05731205642223358, + 0.08193563669919968 + ], + "top_frames": [ + 7, + 3, + 0 + ], + "selected_reward": -0.14483016729354858 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on an antique dark mahogany desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender hand with fair skin, distinct joints, visible veins, and neatly manicured nails visible grasping a rosewood brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the brush tip saturated with thick black ink that has a drop clinging to it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand slowly and vertically lift the brush from the desk in a fluid motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04868566244840622 + ], + "opposite_logprob_tokens": [ + -3.0486855506896973 + ], + "logprob_reward": -0.04868566244840622, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04868566244840622, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10932565480470657, + 0.1413494497537613, + 0.03980162367224693, + 0.032673679292201996, + 0.03699180483818054, + 0.03551221638917923, + 0.01776767522096634, + 0.40306246280670166, + 0.03540388494729996, + 0.14811156690120697 + ], + "top_frames": [ + 7, + 9, + 1 + ], + "selected_reward": -0.04868566244840622 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on an antique dark mahogany desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender hand with fair skin, distinct joints, visible veins, and neatly manicured nails visible grasping a rosewood brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the brush tip saturated with thick black ink that has a drop clinging to it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand slowly and vertically lift the brush from the desk in a fluid motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01820673607289791 + ], + "opposite_logprob_tokens": [ + -4.018206596374512 + ], + "logprob_reward": -0.01820673607289791, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01820673607289791, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02712884545326233, + 0.04001696780323982, + 0.020597415044903755, + 0.04092799872159958, + 0.019324734807014465, + 0.0097854258492589, + 0.012469264678657055, + 0.3831925392150879, + 0.06369595229625702, + 0.38286083936691284 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.01820673607289791 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on an antique dark mahogany desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender hand with fair skin, distinct joints, visible veins, and neatly manicured nails visible grasping a rosewood brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the brush tip saturated with thick black ink that has a drop clinging to it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand slowly and vertically lift the brush from the desk in a fluid motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012553717941045761 + ], + "opposite_logprob_tokens": [ + -4.387553691864014 + ], + "logprob_reward": -0.012553717941045761, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012553717941045761, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.01748235523700714, + 0.04639991745352745, + 0.010798368602991104, + 0.012589257210493088, + 0.008145096711814404, + 0.0020344103686511517, + 0.012591574341058731, + 0.12306175380945206, + 0.0171815212816, + 0.7497156858444214 + ], + "top_frames": [ + 9, + 7, + 1 + ], + "selected_reward": -0.012553717941045761 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on an antique dark mahogany desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender hand with fair skin, distinct joints, visible veins, and neatly manicured nails visible grasping a rosewood brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the brush tip saturated with thick black ink that has a drop clinging to it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand slowly and vertically lift the brush from the desk in a fluid motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006735478527843952 + ], + "opposite_logprob_tokens": [ + -5.006735324859619 + ], + "logprob_reward": -0.006735478527843952, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006735478527843952, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.030365465208888054, + 0.055750951170921326, + 0.0063494429923594, + 0.020374098792672157, + 0.02158604934811592, + 0.008181502111256123, + 0.03161121532320976, + 0.15826568007469177, + 0.03696662187576294, + 0.6305489540100098 + ], + "top_frames": [ + 9, + 7, + 1 + ], + "selected_reward": -0.006735478527843952 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_9/index_tensor([3658, 3658])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_9/index_tensor([3658, 3658])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c4c1a6262436595b7c86146788d1eb74c00e1085 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_9/index_tensor([3658, 3658])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "steady, horizontal tracking shot follows a commander, his face stern and his steps steady, as he crosses the vast parade ground. As he passes, a young soldier, standing tall and straight like a pine tree, in a crisp, dark green military dress uniform, its gold buttons gleaming in the morning sun, swiftly and decisively raises his white-gloved right arm, fingers pressed together, palm flat, in a crisp, standard, powerful military salute, his gaze fixed firmly forward. The commander returns the salute with equal solemnity. The spotless gray concrete of the parade ground, illuminated by the bright, soft light, casts their distinct, elongated shadows. Then, the camera smoothly pulls back, gradually revealing a grander scene: behind the soldier, several neatly aligned formations, hundreds of soldiers in identical uniforms standing in perfect spacing, forming a magnificent spectacle of discipline. On a distant flagpole, a massive flag flutters slowly in the breeze. Although there is no sound, the synchronized gestures and geometric formations in the picture seem to make the rhythmic footsteps echo in the air, creating an atmosphere of solemnity and sublimity.", + "seed": 15398, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_9/index_3658_seed_15398_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.059588159713894126, + "vlm_logprob": -0.059588159713894126, + "vlm_yes_no_margin": 3.35, + "vlm_token_credit": -0.059588159713894126, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a commander with a stern face and steady steps visible crossing a vast parade ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young soldier in a crisp dark green military dress uniform with gleaming gold buttons visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the soldier raise his white-gloved right arm in a crisp, standard, powerful military salute with fingers pressed together and palm flat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the commander return the salute with equal solemnity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a steady horizontal tracking shot and then smoothly pull back to reveal formations of hundreds of soldiers and a distant flagpole?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11684216558933258 + ], + "opposite_logprob_tokens": [ + -2.241842269897461 + ], + "logprob_reward": -0.11684216558933258, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11684216558933258, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19023066759109497, + 0.0662384033203125, + 0.13314032554626465, + 0.19002024829387665, + 0.06642654538154602, + 0.06395482271909714, + 0.16241975128650665, + 0.04399501904845238, + 0.04678560048341751, + 0.036788590252399445 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.11684216558933258 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a commander with a stern face and steady steps visible crossing a vast parade ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young soldier in a crisp dark green military dress uniform with gleaming gold buttons visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the soldier raise his white-gloved right arm in a crisp, standard, powerful military salute with fingers pressed together and palm flat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the commander return the salute with equal solemnity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a steady horizontal tracking shot and then smoothly pull back to reveal formations of hundreds of soldiers and a distant flagpole?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014235024340450764 + ], + "opposite_logprob_tokens": [ + -4.264235019683838 + ], + "logprob_reward": -0.014235024340450764, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014235024340450764, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1218329593539238, + 0.17859530448913574, + 0.17890869081020355, + 0.10073063522577286, + 0.11463096737861633, + 0.08533667773008347, + 0.06046004220843315, + 0.08169154077768326, + 0.049439314752817154, + 0.02837388776242733 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.014235024340450764 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a commander with a stern face and steady steps visible crossing a vast parade ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young soldier in a crisp dark green military dress uniform with gleaming gold buttons visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the soldier raise his white-gloved right arm in a crisp, standard, powerful military salute with fingers pressed together and palm flat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the commander return the salute with equal solemnity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a steady horizontal tracking shot and then smoothly pull back to reveal formations of hundreds of soldiers and a distant flagpole?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052629257552325726 + ], + "opposite_logprob_tokens": [ + -5.255262851715088 + ], + "logprob_reward": -0.0052629257552325726, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052629257552325726, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13837921619415283, + 0.12664175033569336, + 0.22913427650928497, + 0.10638568550348282, + 0.09301318228244781, + 0.05160750821232796, + 0.08261817693710327, + 0.0643475130200386, + 0.07420642673969269, + 0.03366628289222717 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.0052629257552325726 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a commander with a stern face and steady steps visible crossing a vast parade ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young soldier in a crisp dark green military dress uniform with gleaming gold buttons visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the soldier raise his white-gloved right arm in a crisp, standard, powerful military salute with fingers pressed together and palm flat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the commander return the salute with equal solemnity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a steady horizontal tracking shot and then smoothly pull back to reveal formations of hundreds of soldiers and a distant flagpole?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11295555531978607 + ], + "opposite_logprob_tokens": [ + -2.2379555702209473 + ], + "logprob_reward": -0.11295555531978607, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11295555531978607, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15334858000278473, + 0.0536067970097065, + 0.2104324996471405, + 0.2434232383966446, + 0.07567104697227478, + 0.056434109807014465, + 0.05616094172000885, + 0.045819129794836044, + 0.07296623289585114, + 0.03213745728135109 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.11295555531978607 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a commander with a stern face and steady steps visible crossing a vast parade ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young soldier in a crisp dark green military dress uniform with gleaming gold buttons visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the soldier raise his white-gloved right arm in a crisp, standard, powerful military salute with fingers pressed together and palm flat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the commander return the salute with equal solemnity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a steady horizontal tracking shot and then smoothly pull back to reveal formations of hundreds of soldiers and a distant flagpole?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048645127564668655 + ], + "opposite_logprob_tokens": [ + -3.04864501953125 + ], + "logprob_reward": -0.048645127564668655, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048645127564668655, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2561982274055481, + 0.061870962381362915, + 0.06270201504230499, + 0.15950222313404083, + 0.16392092406749725, + 0.07860241830348969, + 0.09172741323709488, + 0.04172392189502716, + 0.05841638520359993, + 0.025335518643260002 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.048645127564668655 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady, horizontal tracking shot follows a commander, his face stern and his steps steady, as he crosses the vast parade ground. As he passes, a young soldier, standing tall and straight like a pine tree, in a crisp, dark green military dress uniform, its gold buttons gleaming in the morning sun, swiftly and decisively raises his white-gloved right arm, fingers pressed together, palm flat, in a crisp, standard, powerful military salute, his gaze fixed firmly forward. The commander returns the salute with equal solemnity. The spotless gray concrete of the parade ground, illuminated by the bright, soft light, casts their distinct, elongated shadows. Then, the camera smoothly pulls back, gradually revealing a grander scene: behind the soldier, several neatly aligned formations, hundreds of soldiers in identical uniforms standing in perfect spacing, forming a magnificent spectacle of discipline. On a distant flagpole, a massive flag flutters slowly in the breeze. Although there is no sound, the synchronized gestures and geometric formations in the picture seem to make the rhythmic footsteps echo in the air, creating an atmosphere of solemnity and sublimity.", + "seed": 15399, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_9/index_3658_seed_15399_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07111678048968315, + "vlm_logprob": -0.07111678048968315, + "vlm_yes_no_margin": 3.199999976158142, + "vlm_token_credit": -0.07111678048968315, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a commander with a stern face and steady steps visible crossing a vast parade ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young soldier in a crisp dark green military dress uniform with gleaming gold buttons visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the soldier raise his white-gloved right arm in a crisp, standard, powerful military salute with fingers pressed together and palm flat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the commander return the salute with equal solemnity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a steady horizontal tracking shot and then smoothly pull back to reveal formations of hundreds of soldiers and a distant flagpole?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.050373438745737076 + ], + "opposite_logprob_tokens": [ + -3.0503735542297363 + ], + "logprob_reward": -0.050373438745737076, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.050373438745737076, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2683301568031311, + 0.08702275902032852, + 0.11408157646656036, + 0.114545539021492, + 0.07141575217247009, + 0.06864742934703827, + 0.04781493917107582, + 0.04081891104578972, + 0.1597421020269394, + 0.027580861002206802 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.050373438745737076 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a commander with a stern face and steady steps visible crossing a vast parade ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young soldier in a crisp dark green military dress uniform with gleaming gold buttons visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the soldier raise his white-gloved right arm in a crisp, standard, powerful military salute with fingers pressed together and palm flat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the commander return the salute with equal solemnity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a steady horizontal tracking shot and then smoothly pull back to reveal formations of hundreds of soldiers and a distant flagpole?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009807850234210491 + ], + "opposite_logprob_tokens": [ + -4.63480806350708 + ], + "logprob_reward": -0.009807850234210491, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009807850234210491, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1482139229774475, + 0.20723573863506317, + 0.1251009851694107, + 0.13754448294639587, + 0.07250230014324188, + 0.04010496661067009, + 0.08910857141017914, + 0.06769264489412308, + 0.06701452285051346, + 0.04548192024230957 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.009807850234210491 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a commander with a stern face and steady steps visible crossing a vast parade ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young soldier in a crisp dark green military dress uniform with gleaming gold buttons visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the soldier raise his white-gloved right arm in a crisp, standard, powerful military salute with fingers pressed together and palm flat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the commander return the salute with equal solemnity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a steady horizontal tracking shot and then smoothly pull back to reveal formations of hundreds of soldiers and a distant flagpole?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009792503900825977 + ], + "opposite_logprob_tokens": [ + -4.634792327880859 + ], + "logprob_reward": -0.009792503900825977, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009792503900825977, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11462640017271042, + 0.10883811116218567, + 0.15097764134407043, + 0.08712750673294067, + 0.06799691170454025, + 0.06168333813548088, + 0.057820167392492294, + 0.04406747967004776, + 0.16662849485874176, + 0.14023400843143463 + ], + "top_frames": [ + 8, + 2, + 9 + ], + "selected_reward": -0.009792503900825977 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a commander with a stern face and steady steps visible crossing a vast parade ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young soldier in a crisp dark green military dress uniform with gleaming gold buttons visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the soldier raise his white-gloved right arm in a crisp, standard, powerful military salute with fingers pressed together and palm flat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the commander return the salute with equal solemnity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a steady horizontal tracking shot and then smoothly pull back to reveal formations of hundreds of soldiers and a distant flagpole?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14283621311187744 + ], + "opposite_logprob_tokens": [ + -2.017836093902588 + ], + "logprob_reward": -0.14283621311187744, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14283621311187744, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1604328155517578, + 0.07907481491565704, + 0.12401565164327621, + 0.1321486532688141, + 0.056038081645965576, + 0.0820237323641777, + 0.07666048407554626, + 0.08779753744602203, + 0.1465878188610077, + 0.055220410227775574 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.14283621311187744 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a commander with a stern face and steady steps visible crossing a vast parade ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young soldier in a crisp dark green military dress uniform with gleaming gold buttons visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the soldier raise his white-gloved right arm in a crisp, standard, powerful military salute with fingers pressed together and palm flat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the commander return the salute with equal solemnity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a steady horizontal tracking shot and then smoothly pull back to reveal formations of hundreds of soldiers and a distant flagpole?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14277389645576477 + ], + "opposite_logprob_tokens": [ + -2.0177738666534424 + ], + "logprob_reward": -0.14277389645576477, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14277389645576477, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1830260008573532, + 0.11852452903985977, + 0.10053493827581406, + 0.07864834368228912, + 0.08058396726846695, + 0.07214290648698807, + 0.06680310517549515, + 0.15404191613197327, + 0.061298977583646774, + 0.08439535647630692 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.14277389645576477 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady, horizontal tracking shot follows a commander, his face stern and his steps steady, as he crosses the vast parade ground. As he passes, a young soldier, standing tall and straight like a pine tree, in a crisp, dark green military dress uniform, its gold buttons gleaming in the morning sun, swiftly and decisively raises his white-gloved right arm, fingers pressed together, palm flat, in a crisp, standard, powerful military salute, his gaze fixed firmly forward. The commander returns the salute with equal solemnity. The spotless gray concrete of the parade ground, illuminated by the bright, soft light, casts their distinct, elongated shadows. Then, the camera smoothly pulls back, gradually revealing a grander scene: behind the soldier, several neatly aligned formations, hundreds of soldiers in identical uniforms standing in perfect spacing, forming a magnificent spectacle of discipline. On a distant flagpole, a massive flag flutters slowly in the breeze. Although there is no sound, the synchronized gestures and geometric formations in the picture seem to make the rhythmic footsteps echo in the air, creating an atmosphere of solemnity and sublimity.", + "seed": 15400, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_9/index_3658_seed_15400_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.09112340733408927, + "vlm_logprob": -0.09112340733408927, + "vlm_yes_no_margin": 2.925, + "vlm_token_credit": -0.09112340733408927, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a commander with a stern face and steady steps visible crossing a vast parade ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young soldier in a crisp dark green military dress uniform with gleaming gold buttons visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the soldier raise his white-gloved right arm in a crisp, standard, powerful military salute with fingers pressed together and palm flat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the commander return the salute with equal solemnity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a steady horizontal tracking shot and then smoothly pull back to reveal formations of hundreds of soldiers and a distant flagpole?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12886205315589905 + ], + "opposite_logprob_tokens": [ + -2.128862142562866 + ], + "logprob_reward": -0.12886205315589905, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12886205315589905, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32898277044296265, + 0.06309153139591217, + 0.05309956893324852, + 0.10459703952074051, + 0.03563947603106499, + 0.10766345262527466, + 0.06720110774040222, + 0.15038542449474335, + 0.03626853600144386, + 0.05307113751769066 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.12886205315589905 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a commander with a stern face and steady steps visible crossing a vast parade ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young soldier in a crisp dark green military dress uniform with gleaming gold buttons visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the soldier raise his white-gloved right arm in a crisp, standard, powerful military salute with fingers pressed together and palm flat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the commander return the salute with equal solemnity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a steady horizontal tracking shot and then smoothly pull back to reveal formations of hundreds of soldiers and a distant flagpole?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033728182315826416 + ], + "opposite_logprob_tokens": [ + -3.4087281227111816 + ], + "logprob_reward": -0.033728182315826416, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033728182315826416, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5522204041481018, + 0.035249173641204834, + 0.05648941919207573, + 0.06850378960371017, + 0.07383353263139725, + 0.04574571177363396, + 0.03371727094054222, + 0.054709482938051224, + 0.05337219685316086, + 0.026159022003412247 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.033728182315826416 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a commander with a stern face and steady steps visible crossing a vast parade ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young soldier in a crisp dark green military dress uniform with gleaming gold buttons visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the soldier raise his white-gloved right arm in a crisp, standard, powerful military salute with fingers pressed together and palm flat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the commander return the salute with equal solemnity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a steady horizontal tracking shot and then smoothly pull back to reveal formations of hundreds of soldiers and a distant flagpole?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01108216866850853 + ], + "opposite_logprob_tokens": [ + -4.511082172393799 + ], + "logprob_reward": -0.01108216866850853, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01108216866850853, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5691554546356201, + 0.03870280086994171, + 0.036660417914390564, + 0.04010773077607155, + 0.04072282463312149, + 0.04826616495847702, + 0.06575869768857956, + 0.033699873834848404, + 0.09628437459468842, + 0.030641712248325348 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.01108216866850853 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a commander with a stern face and steady steps visible crossing a vast parade ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young soldier in a crisp dark green military dress uniform with gleaming gold buttons visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the soldier raise his white-gloved right arm in a crisp, standard, powerful military salute with fingers pressed together and palm flat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the commander return the salute with equal solemnity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a steady horizontal tracking shot and then smoothly pull back to reveal formations of hundreds of soldiers and a distant flagpole?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521504759788513 + ], + "opposite_logprob_tokens": [ + -1.502150535583496 + ], + "logprob_reward": -0.2521504759788513, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521504759788513, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38684701919555664, + 0.04179288074374199, + 0.048467542976140976, + 0.09381692856550217, + 0.08410769701004028, + 0.13387194275856018, + 0.025971679016947746, + 0.07877897471189499, + 0.07273560762405396, + 0.03360970318317413 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.2521504759788513 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a commander with a stern face and steady steps visible crossing a vast parade ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young soldier in a crisp dark green military dress uniform with gleaming gold buttons visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the soldier raise his white-gloved right arm in a crisp, standard, powerful military salute with fingers pressed together and palm flat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the commander return the salute with equal solemnity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a steady horizontal tracking shot and then smoothly pull back to reveal formations of hundreds of soldiers and a distant flagpole?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029794156551361084 + ], + "opposite_logprob_tokens": [ + -3.529794216156006 + ], + "logprob_reward": -0.029794156551361084, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029794156551361084, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4180363118648529, + 0.03704100474715233, + 0.04590046405792236, + 0.06998168677091599, + 0.0703897625207901, + 0.13905984163284302, + 0.017073923721909523, + 0.05952097848057747, + 0.09754272550344467, + 0.04545324295759201 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.029794156551361084 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady, horizontal tracking shot follows a commander, his face stern and his steps steady, as he crosses the vast parade ground. As he passes, a young soldier, standing tall and straight like a pine tree, in a crisp, dark green military dress uniform, its gold buttons gleaming in the morning sun, swiftly and decisively raises his white-gloved right arm, fingers pressed together, palm flat, in a crisp, standard, powerful military salute, his gaze fixed firmly forward. The commander returns the salute with equal solemnity. The spotless gray concrete of the parade ground, illuminated by the bright, soft light, casts their distinct, elongated shadows. Then, the camera smoothly pulls back, gradually revealing a grander scene: behind the soldier, several neatly aligned formations, hundreds of soldiers in identical uniforms standing in perfect spacing, forming a magnificent spectacle of discipline. On a distant flagpole, a massive flag flutters slowly in the breeze. Although there is no sound, the synchronized gestures and geometric formations in the picture seem to make the rhythmic footsteps echo in the air, creating an atmosphere of solemnity and sublimity.", + "seed": 15401, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_9/index_3658_seed_15401_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05253356210887432, + "vlm_logprob": -0.05253356210887432, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.05253356210887432, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a commander with a stern face and steady steps visible crossing a vast parade ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young soldier in a crisp dark green military dress uniform with gleaming gold buttons visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the soldier raise his white-gloved right arm in a crisp, standard, powerful military salute with fingers pressed together and palm flat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the commander return the salute with equal solemnity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a steady horizontal tracking shot and then smoothly pull back to reveal formations of hundreds of soldiers and a distant flagpole?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05812781676650047 + ], + "opposite_logprob_tokens": [ + -2.9331278800964355 + ], + "logprob_reward": -0.05812781676650047, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05812781676650047, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11787620186805725, + 0.08206254243850708, + 0.10489054769277573, + 0.03868458420038223, + 0.03387218713760376, + 0.059103891253471375, + 0.06964636594057083, + 0.11557630449533463, + 0.3086265027523041, + 0.06966086477041245 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.05812781676650047 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a commander with a stern face and steady steps visible crossing a vast parade ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young soldier in a crisp dark green military dress uniform with gleaming gold buttons visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the soldier raise his white-gloved right arm in a crisp, standard, powerful military salute with fingers pressed together and palm flat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the commander return the salute with equal solemnity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a steady horizontal tracking shot and then smoothly pull back to reveal formations of hundreds of soldiers and a distant flagpole?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02333524078130722 + ], + "opposite_logprob_tokens": [ + -3.7733352184295654 + ], + "logprob_reward": -0.02333524078130722, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02333524078130722, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08926038444042206, + 0.15105752646923065, + 0.08080539107322693, + 0.03643094003200531, + 0.04114815220236778, + 0.044779274612665176, + 0.0779360979795456, + 0.04862247034907341, + 0.3976263999938965, + 0.032333359122276306 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.02333524078130722 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a commander with a stern face and steady steps visible crossing a vast parade ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young soldier in a crisp dark green military dress uniform with gleaming gold buttons visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the soldier raise his white-gloved right arm in a crisp, standard, powerful military salute with fingers pressed together and palm flat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the commander return the salute with equal solemnity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a steady horizontal tracking shot and then smoothly pull back to reveal formations of hundreds of soldiers and a distant flagpole?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011091364547610283 + ], + "opposite_logprob_tokens": [ + -4.511091232299805 + ], + "logprob_reward": -0.011091364547610283, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011091364547610283, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09943930804729462, + 0.5659019351005554, + 0.04976513981819153, + 0.018718134611845016, + 0.04148046672344208, + 0.025334980338811874, + 0.03090645745396614, + 0.034887779504060745, + 0.0959247276186943, + 0.037641044706106186 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.011091364547610283 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a commander with a stern face and steady steps visible crossing a vast parade ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young soldier in a crisp dark green military dress uniform with gleaming gold buttons visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the soldier raise his white-gloved right arm in a crisp, standard, powerful military salute with fingers pressed together and palm flat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the commander return the salute with equal solemnity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a steady horizontal tracking shot and then smoothly pull back to reveal formations of hundreds of soldiers and a distant flagpole?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12706369161605835 + ], + "opposite_logprob_tokens": [ + -2.127063751220703 + ], + "logprob_reward": -0.12706369161605835, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12706369161605835, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11449423432350159, + 0.24515749514102936, + 0.10081107169389725, + 0.04939623177051544, + 0.06617972254753113, + 0.058340124785900116, + 0.05993175506591797, + 0.035799361765384674, + 0.23702101409435272, + 0.03286910429596901 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.12706369161605835 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a commander with a stern face and steady steps visible crossing a vast parade ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young soldier in a crisp dark green military dress uniform with gleaming gold buttons visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the soldier raise his white-gloved right arm in a crisp, standard, powerful military salute with fingers pressed together and palm flat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the commander return the salute with equal solemnity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a steady horizontal tracking shot and then smoothly pull back to reveal formations of hundreds of soldiers and a distant flagpole?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04304969683289528 + ], + "opposite_logprob_tokens": [ + -3.1680498123168945 + ], + "logprob_reward": -0.04304969683289528, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04304969683289528, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12100503593683243, + 0.05039480701088905, + 0.06698876619338989, + 0.05698671564459801, + 0.0509764589369297, + 0.06501204520463943, + 0.1325235366821289, + 0.09396994858980179, + 0.20418474078178406, + 0.15795797109603882 + ], + "top_frames": [ + 8, + 9, + 6 + ], + "selected_reward": -0.04304969683289528 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A blue pen is used to write on the rough, brown paper of a shopping bag, showcasing the interaction between the pen and the bag's surface.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A blue pen is used to write on the rough, brown paper of a shopping bag, showcasing the interaction between the pen and the bag's surface.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..bc27b9b4dbbf3b99f1fb1e1b406df6654a64734b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A blue pen is used to write on the rough, brown paper of a shopping bag, showcasing the interaction between the pen and the bag's surface.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:998428394a5f47e08fd69b473211816ed5a653ab6bd72c044b8443a9f14ac906 +size 393305 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A container of cream is opened in the space station, with the liquid slowly dispersing into the air.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A container of cream is opened in the space station, with the liquid slowly dispersing into the air.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..d99c18db0b1cf29586edc44ede10763ae001a4dd --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A container of cream is opened in the space station, with the liquid slowly dispersing into the air.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:602098cd8e3dd4fa50f2a5a4b6cb7228caf80e74643f5291ad4030cca8531da2 +size 563447 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A container of whipped cream is opened in the space station, and the foam slowly expands in all directions.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A container of whipped cream is opened in the space station, and the foam slowly expands in all directions.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..4e9cfead62c3708dd63afa3a9abf62699d0cdb4b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A container of whipped cream is opened in the space station, and the foam slowly expands in all directions.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c618756fd45cb3d4ee43a2010df487e1a750a0055657d0e09e143b6cb69d767a +size 394333 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A cork is placed on the surface of a bucket filled with water.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A cork is placed on the surface of a bucket filled with water.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..2241ffa897d08b869cdadfbddd25ed5c2d6d81ac --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A cork is placed on the surface of a bucket filled with water.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:28b1531ca413022aa2db4f68e1ff7f4865276317b0664e755c4f6b43f8fbee4c +size 427851 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A cup of tea is carefully tilted in the space station, and the liquid floats in various directions.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A cup of tea is carefully tilted in the space station, and the liquid floats in various directions.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..4dc688e028ae73804699e750b9b6ab3bbae459a2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A cup of tea is carefully tilted in the space station, and the liquid floats in various directions.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6662c5ea4af6008bce7e9c69f37c7926a75e07f56046794c9156b0ab9c6b0657 +size 593955 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A fishing net is gently placed on the surface of a pond filled with water.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A fishing net is gently placed on the surface of a pond filled with water.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..c43d8161822c6868326cdd4477a72480b6e955bf --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A fishing net is gently placed on the surface of a pond filled with water.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:43dd78233af87c81b070734766397614d0b2b3c3f881099699cac3d272c924ef +size 1319205 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A piece of yellow chalk is used to write on the smooth, white surface of a porcelain board, showing the interaction between the chalk and the surface.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A piece of yellow chalk is used to write on the smooth, white surface of a porcelain board, showing the interaction between the chalk and the surface.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..57ebf80fe77e128a7d1d88dafbb71d71b0f44f4b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A piece of yellow chalk is used to write on the smooth, white surface of a porcelain board, showing the interaction between the chalk and the surface.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bc6c3deecdde5cf92a74c92687bd5328774492dea56ddd6daade90b2dc7aba9b +size 245833 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A sharp needle slowly presses into the surface of an inflated rubber balloon, with the point gradually puncturing the outer layer.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A sharp needle slowly presses into the surface of an inflated rubber balloon, with the point gradually puncturing the outer layer.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..7abb67e8e5678c314cc0649d86b98281c833664c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A sharp needle slowly presses into the surface of an inflated rubber balloon, with the point gradually puncturing the outer layer.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:926e7bb72fe0446821695afa030eed6b2a2c9a2c266150a283815f82c6fdedf3 +size 285082 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A sharp object slowly presses into the surface of a soft balloon, with the point gradually sinking into the rubber.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A sharp object slowly presses into the surface of a soft balloon, with the point gradually sinking into the rubber.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..ff07613103d5aaa648e5b5060a0507b255ecc8eb --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A sharp object slowly presses into the surface of a soft balloon, with the point gradually sinking into the rubber.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:15938409b078f4baf9f605ffad636dd05472122c396bb1399cbdb7ff1f60e35b +size 370426 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A silver pen is used to write on the rough, textured surface of a cardboard box, capturing the mark left by the pen due to friction.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A silver pen is used to write on the rough, textured surface of a cardboard box, capturing the mark left by the pen due to friction.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..4c757cb1ea137ac1abe2f9bf9ff9cf30f7dae559 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A silver pen is used to write on the rough, textured surface of a cardboard box, capturing the mark left by the pen due to friction.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:252fbe38ba4ed49128883975b3c003a785ef6a91a3f68c28a04f340530274992 +size 538622 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A small, elastic rubber bouncy ball is thrown onto the ground, showing its rapid bounce back upon impact.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A small, elastic rubber bouncy ball is thrown onto the ground, showing its rapid bounce back upon impact.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..c25fbad647dfd0c063b1d831f5a79fe3e7257f16 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A small, elastic rubber bouncy ball is thrown onto the ground, showing its rapid bounce back upon impact.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:50e4c39bf9f84afdd2143535f4d37d6caca1d6bd9da37708006f525d78f399f7 +size 1137530 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of a foam mattress being compressed under pressure, with the pressure increasing over time.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of a foam mattress being compressed under pressure, with the pressure increasing over time.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..898034d3fee3d8dea8d4d2ee2040edd6abc825ed --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of a foam mattress being compressed under pressure, with the pressure increasing over time.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d81c034e4b716fbbdb2314b127c3bd8bbb87761c2a724f6d84654273110e1704 +size 495413 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of a juice box being squeezed by hand, with pressure intensifying over time.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of a juice box being squeezed by hand, with pressure intensifying over time.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..4a444fccda8ca6f629adac7bff6bbceca0d9dcca --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of a juice box being squeezed by hand, with pressure intensifying over time.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c05726b28d56915bae66ff168f10d5334a6871c0620b9c6364d89d40ff353fc9 +size 445740 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of a plastic bottle being squeezed by hand, with the pressure intensifying over time.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of a plastic bottle being squeezed by hand, with the pressure intensifying over time.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..4c9fc03f85134dde218cb9e2fc00b8c6159dc641 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of a plastic bottle being squeezed by hand, with the pressure intensifying over time.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cf48bad72e1fb86f7023c4ebce2547a311a6664a93da4c8c133d13c9cbbd0897 +size 574386 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of a wet sponge being compressed between two hands, with the pressure increasing rapidly.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of a wet sponge being compressed between two hands, with the pressure increasing rapidly.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..51ff7dd0d6217d40841462f7ece2a2df4e6b5d57 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of a wet sponge being compressed between two hands, with the pressure increasing rapidly.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d4f608d37a85300613d6de924c161e934a5cbe392df3ac35458076d4b295d3e4 +size 669882 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of air being extracted from a sealed, empty plastic pouch.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of air being extracted from a sealed, empty plastic pouch.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..d2fc300566496336d62653b435dcf1fe360da069 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of air being extracted from a sealed, empty plastic pouch.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:01c6481a013695b87b04f3ed6f8736662e7b35a0e0276eb2fcbc2c5dfb6dbff0 +size 527161 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of air being extracted from a sealed, empty vacuum chamber.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of air being extracted from a sealed, empty vacuum chamber.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..6507d0e9abb6f3d15e8e913d2631bbe54d12e257 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of air being extracted from a sealed, empty vacuum chamber.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f6eeff30c41d78f0c587893859060552774751f051fe7bc19f3d28389785bacc +size 565103 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of air being gradually and forcefully pulled out from a sealed, empty metal pipe.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of air being gradually and forcefully pulled out from a sealed, empty metal pipe.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..3350774ba3ec1aa102e3100e035ff0528cc32c63 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of air being gradually and forcefully pulled out from a sealed, empty metal pipe.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9cc382d023e4b202bd3f8a25c262fd84bfabc5091418f219558e7c91c318bebb +size 311159 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of air being gradually and forcefully removed from a sealed, empty soda can.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of air being gradually and forcefully removed from a sealed, empty soda can.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..2d23d70c43ceea39e6bf3c374296ae79380cf001 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of air being gradually and forcefully removed from a sealed, empty soda can.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1fdd2d83d065ac82e3b1dac5f7995a1bbda217c64240d58db698abdfc302398f +size 514004 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of air being gradually extracted from a sealed, empty plastic bottle with a flexible body.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of air being gradually extracted from a sealed, empty plastic bottle with a flexible body.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..deb691ecdad8b0e3dd15ff890d8706205bcb290b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of air being gradually extracted from a sealed, empty plastic bottle with a flexible body.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f2f8e70841ce14d5c00dade39caf4b0f01bb70cb1a175dceb6a1db547df2e01f +size 532324 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of air being gradually extracted from a sealed, empty rubber balloon.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of air being gradually extracted from a sealed, empty rubber balloon.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..f5ab7402fdbbf3c20191b3a7d8c52d404f642201 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of air being gradually extracted from a sealed, empty rubber balloon.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f4225d01017446b8c28f257a2a11f54ebd4e43cfbfa9a480e3329559952efc76 +size 448618 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A water droplet forms on the smooth edge of a plastic cup, maintaining its spherical shape as it rests-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A water droplet forms on the smooth edge of a plastic cup, maintaining its spherical shape as it rests-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..119a17b41aaf3d06179718acbf2e19612cc21049 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A water droplet forms on the smooth edge of a plastic cup, maintaining its spherical shape as it rests-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5caa8f41eda7d8e7029d20495e74a5ab25dc43ec99385c679b76a50dcf53fa05 +size 466542 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A water droplet slides down the smooth surface of a marble countertop, remaining spherical due to surface tension-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A water droplet slides down the smooth surface of a marble countertop, remaining spherical due to surface tension-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..482b87c60f278e775e44a1abb4f76b2f95ae223a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A water droplet slides down the smooth surface of a marble countertop, remaining spherical due to surface tension-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7d8339736c599fb264c73cc8bd93fac86f403bbdd504288d47749171db78acea +size 570104 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A water droplet slides down the surface of a freshly washed car window, forming a spherical shape as it moves-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A water droplet slides down the surface of a freshly washed car window, forming a spherical shape as it moves-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..eab523c680f43de8a2c7c53d7d9511e3dced5079 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A water droplet slides down the surface of a freshly washed car window, forming a spherical shape as it moves-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c6ceb7ede905c8194debaeb39b394d5a4128d4fabccb8287301fdbcb6ce95fae +size 400566 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A wooden toy is placed gently on the surface of a small bowl of water.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A wooden toy is placed gently on the surface of a small bowl of water.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..70edf1166cf1e946f38d1588c91bb93c48d878f3 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A wooden toy is placed gently on the surface of a small bowl of water.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7927ff5be5b146a0417587d16aef216f4388ed232a31f4e5289e20581a6d8f6b +size 386082 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A bird is pecking at the ground, then it suddenly flies into the tree.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A bird is pecking at the ground, then it suddenly flies into the tree.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..ad36559d1773765f4bd060a0ef2a33de0b1431ae --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A bird is pecking at the ground, then it suddenly flies into the tree.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3fa9044ff337c17c1c98f0ec37d35106fa901bdca69c96b7233376390bc84b38 +size 1318172 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A bird is pecking at the ground, then it suddenly flies into the tree.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A bird is pecking at the ground, then it suddenly flies into the tree.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..2060c768f298d47787c00adba1e937fae7d0e3f7 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A bird is pecking at the ground, then it suddenly flies into the tree.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:84549b6057bdcc2b4832a668647db50fe89c0d1c8e755edffa3b89d6d33e2961 +size 1000610 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A bird is perched on a branch, then it suddenly flies down to the ground.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A bird is perched on a branch, then it suddenly flies down to the ground.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..993d2b88fab5539f7fb8afabbcd5341c9ac53645 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A bird is perched on a branch, then it suddenly flies down to the ground.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7b2030a9128c8453bd44ee44eb2bbbb8af9a600a0f94cf558c4dc813d35f8655 +size 591320 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A bird is perched on a branch, then it suddenly flies down to the ground.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A bird is perched on a branch, then it suddenly flies down to the ground.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..5e01856d51e9244c0e32f5bf9136e13b9bda880f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A bird is perched on a branch, then it suddenly flies down to the ground.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ddfa8fac862b175287f616eb52f605da3531532d4e489c476fff8478ac85f273 +size 649721 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A bird is perched on a fence, then it suddenly flies off to the tree.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A bird is perched on a fence, then it suddenly flies off to the tree.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..309499e9e74131bae5981ac82faa9acdb9b3caa0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A bird is perched on a fence, then it suddenly flies off to the tree.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ea537b315c37f09aea76f2a9598e638c4d7a08b035ee3b007600ab2b996cee4f +size 748130 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A bird is perched on a fence, then it suddenly flies off to the tree.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A bird is perched on a fence, then it suddenly flies off to the tree.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..6fc14c80a0390f3e334a14aac38f978acba8eb92 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A bird is perched on a fence, then it suddenly flies off to the tree.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0b013f392f9a3fddc497904b7a6ba49420aa7a6cf54485f39bec488e6eae3175 +size 861621 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A bird is resting in its nest, then it suddenly flies out to catch insects.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A bird is resting in its nest, then it suddenly flies out to catch insects.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..f6a59c5408032fd743ef21d142c7ab6e2cb084cc --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A bird is resting in its nest, then it suddenly flies out to catch insects.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9b51f82954486a5b8412ca743ebb73b1d2b4922e00572918d2c157cb626d0d6c +size 524889 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A bird is resting in its nest, then it suddenly flies out to catch insects.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A bird is resting in its nest, then it suddenly flies out to catch insects.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..e602b6608609f86002239a1299e7b9bc712eab2c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A bird is resting in its nest, then it suddenly flies out to catch insects.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b1e0213e28e8a6307951f95597f9d37a33fe3f199960e3204e4e0997772fc1c6 +size 690402 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A bird is resting in its nest, then it suddenly flies out to catch insects.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A bird is resting in its nest, then it suddenly flies out to catch insects.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..66dac37776371682f2fffa06d453bd80df59cefc --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A bird is resting in its nest, then it suddenly flies out to catch insects.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f3f5b65a6ca1536f7125d6c568aad4213b4ead51f6f37665c85517cee50790f7 +size 695667 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is chasing a laser pointer, then it suddenly sits down and starts licking its paws.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is chasing a laser pointer, then it suddenly sits down and starts licking its paws.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..2b27535ccfb1e1eb8a711c8235095ce3f6cd71b4 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is chasing a laser pointer, then it suddenly sits down and starts licking its paws.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2d843daff66a5e5c3e494576259c1d2af1e5a1858c200645c9e6ec55042ae895 +size 834639 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is chasing a laser pointer, then it suddenly sits down and starts licking its paws.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is chasing a laser pointer, then it suddenly sits down and starts licking its paws.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..ec11bedefcb778d48fd3803931f1c89ca2682e6e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is chasing a laser pointer, then it suddenly sits down and starts licking its paws.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5e0cc7e0b78ae0b5a0ac332548a09b2e9c99514034269fcd35bdd5b121b918da +size 1035202 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is chasing a laser pointer, then it suddenly sits down and starts licking its paws.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is chasing a laser pointer, then it suddenly sits down and starts licking its paws.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..9ee463a5c16796bba6126ef5b573df375b808a4d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is chasing a laser pointer, then it suddenly sits down and starts licking its paws.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ce3926959b4a95b12b7641897d5db16ced5ffd0acbd73282f10a0744c9b4b71d +size 622965 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is curled up on the couch, then it suddenly jumps to the window sill.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is curled up on the couch, then it suddenly jumps to the window sill.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..7cde7dbcb362f9bdb1a42a059d4dc6fb654cdd83 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is curled up on the couch, then it suddenly jumps to the window sill.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:60aa756d1f5a1cd96974dd832ffdd073c63bd89939e8d4cb723f0065aabb59a0 +size 647721 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is curled up on the couch, then it suddenly jumps to the window sill.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is curled up on the couch, then it suddenly jumps to the window sill.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..87ff792dc43fbfc1591d9c0a13e55674c55bcd73 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is curled up on the couch, then it suddenly jumps to the window sill.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5d6c63239b729491314b22efe6fc6ee0cf2ebfb766d7c8982705f956e0c65989 +size 508458 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is grooming itself, then it suddenly starts chasing a bug.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is grooming itself, then it suddenly starts chasing a bug.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..14e4b45a07190d4221bbb0db1510b02b676b3761 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is grooming itself, then it suddenly starts chasing a bug.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fcf088a67aa5c53ef29331ddf096648433d6f6446a9f0cf8c1bcb78bea880c38 +size 832436 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is grooming itself, then it suddenly starts chasing a bug.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is grooming itself, then it suddenly starts chasing a bug.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..fe0d3ec276a5b2b0f8073c83d09b9de7e6c57f72 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is grooming itself, then it suddenly starts chasing a bug.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:caf2e3fb725491a16433e48f36e5f3ae0194c6f0b4439b990407e1305a9bdeac +size 854952 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is hiding under the table, then it suddenly jumps out and starts scratching the furniture.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is hiding under the table, then it suddenly jumps out and starts scratching the furniture.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..19baefb8c839018cc5097241547c97bfe996d9bd --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is hiding under the table, then it suddenly jumps out and starts scratching the furniture.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8ebf99cc668cb55cd1d6b601d78d178078b6791c29f441a3259d4b004681ba0b +size 761645 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is hiding under the table, then it suddenly jumps out and starts scratching the furniture.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is hiding under the table, then it suddenly jumps out and starts scratching the furniture.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..0507fc7b3be98be44390db1255d03a0a32e7d02a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is hiding under the table, then it suddenly jumps out and starts scratching the furniture.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:80d51c01260e95a4851a845492252ed8f8035a515d98adc4310f153e69e78f8d +size 650163 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is hiding under the table, then it suddenly jumps out and starts scratching the furniture.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is hiding under the table, then it suddenly jumps out and starts scratching the furniture.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..0e082805d72addc6c00cce1c5da1034221b6449e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is hiding under the table, then it suddenly jumps out and starts scratching the furniture.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d978fed3c45def01fdba775408afed0291ac0414d68ec2c04f2e028c6c96e87f +size 562621 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is lying in the sun, then it suddenly starts chasing its tail.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is lying in the sun, then it suddenly starts chasing its tail.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..e7b4faf32adeb2b41dac4cb5d728dc3902eb795d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is lying in the sun, then it suddenly starts chasing its tail.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ce1822ec597786bf843bf86151d2b59905d692ff9ad3cca8e549dfbc8dfe6225 +size 930457 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is lying in the sun, then it suddenly starts chasing its tail.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is lying in the sun, then it suddenly starts chasing its tail.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..9542da9dcc3ad2f5c8a1534ee0f354edca620ffc --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is lying in the sun, then it suddenly starts chasing its tail.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0851e87321861d86e1d844dfa844bd5375d3b956cddce3d89ee2f6b40f20b9cd +size 1185779 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is lying in the sun, then it suddenly starts chasing its tail.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is lying in the sun, then it suddenly starts chasing its tail.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..783707ae8174d17c14b166411cd82c6df4c832ac --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is lying in the sun, then it suddenly starts chasing its tail.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:de78c9c55a74334b0b047167cb0124bcf65dd1f3c16413e412d546ad59ad336e +size 1403240 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is playing with a ball of yarn, then it suddenly starts lying down to rest.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is playing with a ball of yarn, then it suddenly starts lying down to rest.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..c48e1410101919bb6d72044df374df3f8b3a76d8 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is playing with a ball of yarn, then it suddenly starts lying down to rest.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5d563a33ae0c841119c033acbfdfec6f9a90d4329b522cb82e9b6a98fbb9d8e2 +size 707402 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is playing with a ball of yarn, then it suddenly starts lying down to rest.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is playing with a ball of yarn, then it suddenly starts lying down to rest.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..0ea3fc4be8961c8fbca12a195a5671851fdfb8e2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is playing with a ball of yarn, then it suddenly starts lying down to rest.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0ee70ef3aaede52414c495048c77c7bb885030537221a8307583ee891c7ca5c3 +size 758131 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is playing with a ball of yarn, then it suddenly starts lying down to rest.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is playing with a ball of yarn, then it suddenly starts lying down to rest.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..681fb514cd5a5c75cca0d4888287cebd749552ac --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is playing with a ball of yarn, then it suddenly starts lying down to rest.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6cf37d0291f1f5e2475f1cb0a6834ae4d6902b2222a6bd29d3a5e87e60d11f21 +size 752068 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is playing with a toy mouse, then it suddenly starts running up the stairs.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is playing with a toy mouse, then it suddenly starts running up the stairs.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..c2812c695998c9c03f80169c1c76c56b381fff82 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is playing with a toy mouse, then it suddenly starts running up the stairs.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ad3c4040444ce12e72b96e9611fbc22e2dae5bb7fa3bdc5a4b4177fc09f30874 +size 929819 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is playing with a toy mouse, then it suddenly starts running up the stairs.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is playing with a toy mouse, then it suddenly starts running up the stairs.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..7c0bc344c4d623ec9825281997769f4c4c39d8af --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is playing with a toy mouse, then it suddenly starts running up the stairs.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:028d7ee27580eb16c1e9f4eea4922ec558eda9d6b55bd7dbf240f812e489f9c6 +size 795077 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is playing with a toy, then it suddenly jumps onto a shelf.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is playing with a toy, then it suddenly jumps onto a shelf.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..346a77b82671114ec18fe9960c870f880f770d2f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is playing with a toy, then it suddenly jumps onto a shelf.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6f324b42306aba87b7d2c34031b6ac17d71f3619d80892539f295d4327f7d792 +size 871563 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is playing with a toy, then it suddenly jumps onto a shelf.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is playing with a toy, then it suddenly jumps onto a shelf.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..3ab44ebb6655f83a9cd987c2db6fc87ba2be8e54 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is playing with a toy, then it suddenly jumps onto a shelf.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7eacdf6ffcfc9b77e9839abb8b87d135db8def863c5ef1d6c52119ebdbb2641e +size 795903 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is playing with a toy, then it suddenly jumps onto a shelf.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is playing with a toy, then it suddenly jumps onto a shelf.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..b198e06e6d06d5ed82b54c8022f0c3f696100803 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is playing with a toy, then it suddenly jumps onto a shelf.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:30250f2e8969f938b1391a38ea25f0645b884675598adcc77935ed3b85c2bb01 +size 633153 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is sitting by the door, then it suddenly starts chasing a fly.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is sitting by the door, then it suddenly starts chasing a fly.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..b7b8f588cbf620e1e538f07892427a1670c0e918 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is sitting by the door, then it suddenly starts chasing a fly.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:879c3ec3612e819cd365de827e2b681304e9825374f049217b5e4d8973e84c5d +size 1000965 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is sitting by the door, then it suddenly starts chasing a fly.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is sitting by the door, then it suddenly starts chasing a fly.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..e49a00f18dbe70ff7a8790e60f7e52edfa4bf724 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is sitting by the door, then it suddenly starts chasing a fly.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:63091889df5379e16778484c24bd4b18e0b7c7bf0aec5818b0a2f36d6d7fd665 +size 968550 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is sitting on a chair, then it suddenly starts playing with a feather toy.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is sitting on a chair, then it suddenly starts playing with a feather toy.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..335bfa9d7d524f240718af3da64e054e8dcf08b8 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is sitting on a chair, then it suddenly starts playing with a feather toy.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9219fc42275ace322d282365182df32883fe256a14d539d511f5ade9706e9035 +size 592312 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is sitting on a chair, then it suddenly starts playing with a feather toy.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is sitting on a chair, then it suddenly starts playing with a feather toy.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..b93b0c3079fb9c1f31988f35abf799db5dc8359e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is sitting on a chair, then it suddenly starts playing with a feather toy.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b73d7464ce374d35de211076483e65c9adb5e93c6c2bf5d4068046472b99133d +size 552422 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is sitting on the windowsill, then it suddenly jumps down and starts exploring the room.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is sitting on the windowsill, then it suddenly jumps down and starts exploring the room.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..4a4fa74c91d360ada1e1a4ae488fcc1df5e21031 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is sitting on the windowsill, then it suddenly jumps down and starts exploring the room.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3feec9cc23b01fbb6ada9d75b9a7d00abe3cc9889da332af23a820cd3efd4a27 +size 720072 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is sitting on the windowsill, then it suddenly jumps down and starts exploring the room.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is sitting on the windowsill, then it suddenly jumps down and starts exploring the room.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..7bf819437dcf672599255d7983529570101c84bd --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is sitting on the windowsill, then it suddenly jumps down and starts exploring the room.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e96cae5fc8fe243f724aa5d92043891d86702ef293f00ec8ae4379e1f35919b3 +size 611155 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is sitting on the windowsill, then it suddenly jumps down and starts exploring the room.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is sitting on the windowsill, then it suddenly jumps down and starts exploring the room.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..6a0360f45f37b7d196fdeaecca899990a2361c2d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is sitting on the windowsill, then it suddenly jumps down and starts exploring the room.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4c31651d00d2bcb0799aa26438d860c512ead488c2494a1216f4a710da26a255 +size 507526 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is watching birds through the window, then it suddenly starts grooming itself.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is watching birds through the window, then it suddenly starts grooming itself.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..2988624dfa613964e46522c5fe68170a9dec65dc --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is watching birds through the window, then it suddenly starts grooming itself.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:72ef05cb710d6cbf22f1bb8271db5e70863149c7b9c5b135c0329b34f06ab8a8 +size 629719 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is watching birds through the window, then it suddenly starts grooming itself.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is watching birds through the window, then it suddenly starts grooming itself.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..f6f66a61306acc42e15d6515a670f03fdaaf9b39 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is watching birds through the window, then it suddenly starts grooming itself.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2a29e26942de4377992c792164f40850e3785e0154e2b36cbbd07af92bb8836e +size 827729 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is watching outside, then it suddenly starts stretching.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is watching outside, then it suddenly starts stretching.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..5e42ea3192c13434315d309e25ff2660b94e4715 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is watching outside, then it suddenly starts stretching.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a62499b316865290b34f23994401a839632dc00fd56d515b47c23d8f83c45db0 +size 904009 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is watching outside, then it suddenly starts stretching.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is watching outside, then it suddenly starts stretching.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..3514b19a8ce80e2876a4814ba33f297d7a80d437 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A cat is watching outside, then it suddenly starts stretching.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:154f651ca68f585e25961040bc50d7ef7f6a2ca42d734deff237900310db014e +size 846626 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is barking at a bird, then it suddenly stops and starts sitting quietly.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is barking at a bird, then it suddenly stops and starts sitting quietly.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..4c461d28ce6646c805a8a990d9a49ada5353832c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is barking at a bird, then it suddenly stops and starts sitting quietly.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3536cb45f9bfeca369f4592e36330923226219d9b420c61a131a127f46558f59 +size 812271 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is barking at a bird, then it suddenly stops and starts sitting quietly.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is barking at a bird, then it suddenly stops and starts sitting quietly.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..d9190446ac138e5e4a3c235f750d38c23db37b67 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is barking at a bird, then it suddenly stops and starts sitting quietly.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:27f28be1c9d0cf4015bbf0f3aa3c048a889aee4f72bc232aca8e6aa96a0f8740 +size 690491 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is barking at a stranger, then it suddenly starts wagging its tail.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is barking at a stranger, then it suddenly starts wagging its tail.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..7a7358c3b27bedf4aae2093b9be55194135f5af6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is barking at a stranger, then it suddenly starts wagging its tail.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f7038060cc667a8a0d827da6d25a5e88c23546f10d4a3ee63e56dd83c695839c +size 783427 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is barking at a stranger, then it suddenly starts wagging its tail.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is barking at a stranger, then it suddenly starts wagging its tail.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..e345ae123002ba61814eb7b969cb1dfa16a96dc3 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is barking at a stranger, then it suddenly starts wagging its tail.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:72f9d5d8c71f4313c6284983f0730123f0a4413341c4bdfb56740b84af65e4ec +size 1024944 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is barking at the mailman, then it suddenly starts lying down on the mat.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is barking at the mailman, then it suddenly starts lying down on the mat.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..6da205b1de199c2a3bcdd30bdec8a31a6164c690 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is barking at the mailman, then it suddenly starts lying down on the mat.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:31619201a613d120a9a4020bf6ef39593441f4ca8cfec4efd4693a2651f17a53 +size 841807 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is barking at the mailman, then it suddenly starts lying down on the mat.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is barking at the mailman, then it suddenly starts lying down on the mat.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..54dfacb23bcc5d92a279015b53127e48d93fe49a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is barking at the mailman, then it suddenly starts lying down on the mat.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c117241de76f2478f3f1d5f4fd4a73b05c2df9598533102d08b8680ef4f87618 +size 862225 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is chasing a ball, then it suddenly stops and lies down to rest.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is chasing a ball, then it suddenly stops and lies down to rest.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..55eedbc94b024bce96e43efc13ea50cc05dfd969 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is chasing a ball, then it suddenly stops and lies down to rest.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ed3a724aa5259ce8950271bcaca2e581217451aae48c6d0158c50bfb15b4d7d8 +size 858841 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is chasing a ball, then it suddenly stops and lies down to rest.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is chasing a ball, then it suddenly stops and lies down to rest.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..c9190a0392b4719a4b061f476e2f6d3a70e6fbe0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is chasing a ball, then it suddenly stops and lies down to rest.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:40df1b26ae423ce1cae0525668e8c9bf2efc99d054956346b0020ad39e46e59f +size 1345995 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is digging a hole in the yard, then it suddenly stops and starts licking its paw.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is digging a hole in the yard, then it suddenly stops and starts licking its paw.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..cb4c6d1eda07e8cf2e826b83e735baa90d6b6006 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is digging a hole in the yard, then it suddenly stops and starts licking its paw.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2c12db43dc529d7585dc8d95bb62e7d21b0567b01013e0df294e4d01d49cd56b +size 1502846 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is digging a hole in the yard, then it suddenly stops and starts licking its paw.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is digging a hole in the yard, then it suddenly stops and starts licking its paw.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..621d17d9985e460f99ae763a9df11d90ca5924ed --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is digging a hole in the yard, then it suddenly stops and starts licking its paw.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1755717f2043cf97a68c9d6009b0b673cd1e32e4466e4dfbeaa815120a2395ec +size 1035341 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is digging a hole in the yard, then it suddenly stops and starts licking its paw.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is digging a hole in the yard, then it suddenly stops and starts licking its paw.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..1d47bbfa4737056f263c053ccebd7ab0d58db46a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is digging a hole in the yard, then it suddenly stops and starts licking its paw.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:27ae16be3df6af1caa281f718665e4bd5c082b1bdd47db75faa7c5083a099eff +size 1144242 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is lying in the sun, then it suddenly jumps up and starts playing with its owner.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is lying in the sun, then it suddenly jumps up and starts playing with its owner.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..f604d45549249b73379ed188e9fae398a67f9d2a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is lying in the sun, then it suddenly jumps up and starts playing with its owner.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0743285de7aa14d0d8bdfc748e726c2b2d2c4021d4a86d741f7947b5353fdccc +size 1086796 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is lying in the sun, then it suddenly jumps up and starts playing with its owner.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is lying in the sun, then it suddenly jumps up and starts playing with its owner.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..6ea5adc6c533e7088b1729f4bddd0e5dd45fb061 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is lying in the sun, then it suddenly jumps up and starts playing with its owner.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4e49df0f1faf7c5b8ab0a75cc904274a2b7fdfe46da219c94ca0cd9534cf08d9 +size 1583857 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is lying in the sun, then it suddenly jumps up and starts playing with its owner.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is lying in the sun, then it suddenly jumps up and starts playing with its owner.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..7d83750cbce6f35c0aa446105f740c2c49eb2b7f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is lying in the sun, then it suddenly jumps up and starts playing with its owner.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:df0b8e8cbe0ceb4aa1520d735b2288af6ee906839749c3445d083d7ae59a7fca +size 1239663 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is lying on the couch, then it suddenly jumps off and starts running around.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is lying on the couch, then it suddenly jumps off and starts running around.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..d8d7829f7697ae180642bbc2cb5a21ce78fe463d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is lying on the couch, then it suddenly jumps off and starts running around.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:30a8cf466db0b50beb2f246aa7c5e3a1f85bca7717c7d0bf34853168a955e2da +size 757701 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is lying on the couch, then it suddenly jumps off and starts running around.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is lying on the couch, then it suddenly jumps off and starts running around.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..32cd48004f0d6751f1117e6b6760c79820a025bc --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is lying on the couch, then it suddenly jumps off and starts running around.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:af0736b71548447402f76eb1471706aa7efeef0151c3bed9b234155b4d5d89f1 +size 790159 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is playing in the yard, then it suddenly starts laying on the porch.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is playing in the yard, then it suddenly starts laying on the porch.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..d669df317184fb4df49c9f5ace7893bcd190f523 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is playing in the yard, then it suddenly starts laying on the porch.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:309d8a671367dc770f921181c6524f5e60e9055b997b5a7f1d7ce26e091e6234 +size 1114806 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is playing in the yard, then it suddenly starts laying on the porch.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is playing in the yard, then it suddenly starts laying on the porch.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..c3eb266b748d0c7764573d063013e67441f9d51e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is playing in the yard, then it suddenly starts laying on the porch.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b1a8bd464ff86e03cfc862f98f7e046c8bcd19eb37ad921643e59e767dca2080 +size 922435 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is playing in the yard, then it suddenly starts laying on the porch.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is playing in the yard, then it suddenly starts laying on the porch.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..413701e5b7f114c788561e534d540eaf5e6bd6f1 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is playing in the yard, then it suddenly starts laying on the porch.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9fdb55e711146c871c9c0b1cd6fb8d57faf998f1b0c555dfbd7bd6072e846e43 +size 985760 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is playing with a ball, then it suddenly starts lying down on the carpet.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is playing with a ball, then it suddenly starts lying down on the carpet.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..dba5d089a273eb024b54088aa4b8d4ed595e6244 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is playing with a ball, then it suddenly starts lying down on the carpet.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ae3d450a557bd198761486a5830bef06c4cea61dc8dca9e73c8efe9b3cf0e718 +size 917452 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is playing with a ball, then it suddenly starts lying down on the carpet.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is playing with a ball, then it suddenly starts lying down on the carpet.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..b2e514c90641fffa0430f97dc754d5439322124d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is playing with a ball, then it suddenly starts lying down on the carpet.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ca22a072e13c0597b0c997eb5025b94020b8ad2e3cf94671162a56c947dbc0ba +size 880168 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is playing with a ball, then it suddenly starts lying down on the carpet.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is playing with a ball, then it suddenly starts lying down on the carpet.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..25631aa45186936ec24e2dd465b577ab83615372 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is playing with a ball, then it suddenly starts lying down on the carpet.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0f248369f206716ec48353ea4e8993c2008394511bde4872f38af211709e6376 +size 888485 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is playing with a stick, then it suddenly starts digging a hole.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is playing with a stick, then it suddenly starts digging a hole.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..5ad7f2bddf2eda7357ca4e9d52c213e1840aafec --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is playing with a stick, then it suddenly starts digging a hole.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5dad86f4ea8a6e6990399a35e4b614ce2da4195c804b66a9162ec98ffe0a7548 +size 1253809 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is playing with a stick, then it suddenly starts digging a hole.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is playing with a stick, then it suddenly starts digging a hole.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..5efb1e29f4e728eeb8c2bdfac465ccd162d8e2be --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is playing with a stick, then it suddenly starts digging a hole.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ccba53a37f62aba4cbb6d4eceacf138d941079b3cc1cf6e7d8b50798dddd49e8 +size 1287995 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is resting on the bed, then it suddenly gets up and starts playing with a toy.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is resting on the bed, then it suddenly gets up and starts playing with a toy.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..625074017c32a727368fb38ae123b611359f7b2e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is resting on the bed, then it suddenly gets up and starts playing with a toy.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4764865e7a429ebbe12d9ac69ee2dff1d32094017604db41962896aecfd5bdde +size 785914 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is resting on the bed, then it suddenly gets up and starts playing with a toy.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is resting on the bed, then it suddenly gets up and starts playing with a toy.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..e2a61737829abbfcba6461489cbdc331b2d30ff9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is resting on the bed, then it suddenly gets up and starts playing with a toy.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:22ecaf2b6e207f2a407d03962f98706f420ae04b4a3351ce2ee0317857974110 +size 713216 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is resting on the bed, then it suddenly gets up and starts playing with a toy.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is resting on the bed, then it suddenly gets up and starts playing with a toy.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..366be78aa5d98df1db624233eab4581c74d7fee4 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is resting on the bed, then it suddenly gets up and starts playing with a toy.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3747bada771138ffcbce12375c2dc2296e2670782af5dbe89fee432dc8de68d7 +size 656399 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is running around the yard, then it suddenly stops and lies down in the shade.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is running around the yard, then it suddenly stops and lies down in the shade.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..85f48fb3acc13fb950347699836d66558de88c66 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is running around the yard, then it suddenly stops and lies down in the shade.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:acfcf3460e1f4e6a25d695fbf6bfcabea07b6a486caec9b941ea96f44f1f7d9f +size 1030891 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is running around the yard, then it suddenly stops and lies down in the shade.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is running around the yard, then it suddenly stops and lies down in the shade.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..4c60adfe624ca125df85b041139e7eee70a3b597 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is running around the yard, then it suddenly stops and lies down in the shade.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:31caed0f7c948fcffb916ae29146f4ca0fa2c82150bf5900488436ae3f3ebc49 +size 1550356 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is running around the yard, then it suddenly stops and lies down in the shade.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is running around the yard, then it suddenly stops and lies down in the shade.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..3cc04abb4ae6119b6aeaee384809caf0e3bebce2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is running around the yard, then it suddenly stops and lies down in the shade.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:057146052a91537338ca9880dfbcb0323402fb5ed43f3162ac2d8a52904c67e6 +size 1861908 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is running in the yard, then it suddenly starts sitting under a tree.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is running in the yard, then it suddenly starts sitting under a tree.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..12273fc6a5599554eda807715097881c4ab65fd3 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is running in the yard, then it suddenly starts sitting under a tree.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0936d040ee8b9f1fff39a8709efdd267e6e3e3cc8355a2b74522472f9d8eb489 +size 1160629 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is running in the yard, then it suddenly starts sitting under a tree.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is running in the yard, then it suddenly starts sitting under a tree.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..34ad6bc60e03a3155891cc5107e90802244779e9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is running in the yard, then it suddenly starts sitting under a tree.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9a5ab7903acc86d10d32ec7239291bd29ba3d006c3c7f7aa8d8f03ffb4bdd1e5 +size 1164671 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is running through the house, then it suddenly jumps onto the couch.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is running through the house, then it suddenly jumps onto the couch.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..7a4d033dbafd14b0a8902e24fcb6bf46e798160b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is running through the house, then it suddenly jumps onto the couch.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:77b36ee44c9498857436caf2791660797c285147afb07165cd67ca6588993d24 +size 854313 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is running through the house, then it suddenly jumps onto the couch.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is running through the house, then it suddenly jumps onto the couch.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..0287361216eece9d0def08ab9f971a5f48aa381a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is running through the house, then it suddenly jumps onto the couch.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d7174f5fcbcaa812b7a58f2d9fb38ef47b0ffe8876c55c1a8f401508268b5354 +size 731067 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is running through the park, then it suddenly starts jumping over logs.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is running through the park, then it suddenly starts jumping over logs.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..057cbaf2278d37b0cab80925564a521373a7f4c0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is running through the park, then it suddenly starts jumping over logs.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cf1b0614bbe21355267383954c5cf62673f8751319dbd1205fe583637b508c5b +size 1127162 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is running through the park, then it suddenly starts jumping over logs.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is running through the park, then it suddenly starts jumping over logs.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..4b376a34ce8284fa8183b93efbb5c1be04c9f19b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is running through the park, then it suddenly starts jumping over logs.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d467e3fc73c77c45b4b0466069417088ff32b15af26eeafb864e7e92e8172daa +size 1446851 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is sitting by the door, then it suddenly starts running in circles.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is sitting by the door, then it suddenly starts running in circles.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..57c831c21ead3303a99808bd98a2d2fb3173c2d9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is sitting by the door, then it suddenly starts running in circles.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c2b935543c40b81bb09c3a4fb7a06d581e0af83bfe8fd039a64023a0a9adfcf5 +size 886977 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is sitting by the door, then it suddenly starts running in circles.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is sitting by the door, then it suddenly starts running in circles.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..c36b11103cbcc6f2337a0cb97298247e4441f28c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is sitting by the door, then it suddenly starts running in circles.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:201b0c269d81a8d814c2bed60ba21523911669c757294101fd8be33fef142610 +size 719855 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is sitting in the yard, then it suddenly starts running in circles.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is sitting in the yard, then it suddenly starts running in circles.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..9884395330a6eee4f32c663479eb72c42186d111 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is sitting in the yard, then it suddenly starts running in circles.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4a5af0afef58796f936b41838a6f150336af7ce117ec383b9b0fe205472d38c8 +size 944442 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is sitting in the yard, then it suddenly starts running in circles.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is sitting in the yard, then it suddenly starts running in circles.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..c4d39c105bcf40f4600e7cc03bd5d0396369ecee --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is sitting in the yard, then it suddenly starts running in circles.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b354a247a15771f3926fab200ec931896482f143ac38e00cca363a3b3b1b402f +size 1054604 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is sleeping on the couch, then it suddenly gets up and starts wagging its tail.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is sleeping on the couch, then it suddenly gets up and starts wagging its tail.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..99f3fcca1621ebc7d4d8c98b84561e4e0622d4ec --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is sleeping on the couch, then it suddenly gets up and starts wagging its tail.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:de4963c0c48cdaea0a35984be51488912792641424e63502d6f3c2b33bad4496 +size 718686 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is sleeping on the couch, then it suddenly gets up and starts wagging its tail.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is sleeping on the couch, then it suddenly gets up and starts wagging its tail.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..6a1d758f905a3d242f297eff2d7c4ea8c486ef52 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is sleeping on the couch, then it suddenly gets up and starts wagging its tail.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:636e2798c9269fa6428c3e6ac4346df9104825d9072b52c75aaeba12cd04d26b +size 601274 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is sleeping on the couch, then it suddenly gets up and starts wagging its tail.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is sleeping on the couch, then it suddenly gets up and starts wagging its tail.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..f713acfe1016632871da04a18f3d563cb746c214 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A dog is sleeping on the couch, then it suddenly gets up and starts wagging its tail.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1fbbfd6a4c5eff1e3deea79963a5976deb4d82636178cf691769d4100f4745d6 +size 601141 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is eating grass, then it suddenly starts trotting around in a circle.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is eating grass, then it suddenly starts trotting around in a circle.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..a2bc6531f0ffa93c8f0923f2e4dbc4759bea862d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is eating grass, then it suddenly starts trotting around in a circle.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fb7520596b863d606a47d1f94609a606dfdb003caf3f21d2581e084f5736bf5e +size 1180841 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is eating grass, then it suddenly starts trotting around in a circle.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is eating grass, then it suddenly starts trotting around in a circle.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..7d830c07c320986e9696b49da05fb1e0fd1102d0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is eating grass, then it suddenly starts trotting around in a circle.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:82b8fa09ed2ae453e7fc23535f30cf01ee2f3254fa092229f689e870f2a04a8c +size 1384056 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is eating grass, then it suddenly starts trotting around in a circle.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is eating grass, then it suddenly starts trotting around in a circle.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..ec482712b3d5c52c1f2f0597d9d249fb75d80075 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is eating grass, then it suddenly starts trotting around in a circle.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dce53387608eba7b65c729177dafd6c73d0cf084e8b5a0f94c1f131d2692cbad +size 1051143 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is grazing in the field, then it suddenly starts running across the meadow.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is grazing in the field, then it suddenly starts running across the meadow.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..7310a5159bb0a2dc99949685120c4d1eb821b1df --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is grazing in the field, then it suddenly starts running across the meadow.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:53087c5a761964aca283b3e8220ceac86dac00e88b9b5bb647f80969c260e9d3 +size 930242 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is grazing in the field, then it suddenly starts running across the meadow.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is grazing in the field, then it suddenly starts running across the meadow.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..ec0e1d7f7644c1428b0e979cd74b30cd7917c0a7 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is grazing in the field, then it suddenly starts running across the meadow.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:01357b61b1e49e54e49f460712627e3ca5dac915cc15da835fad91a1ffc376f1 +size 1221863 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is grazing near a fence, then it suddenly starts running across the field.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is grazing near a fence, then it suddenly starts running across the field.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..1e5eff651b7db7de28b20259f4e097cef908edfb --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is grazing near a fence, then it suddenly starts running across the field.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8b55360e6d0e5d3ebd298634b2db9e356cbf40c741a858c0528a1d7a356fed0f +size 1053470 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is grazing near a fence, then it suddenly starts running across the field.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is grazing near a fence, then it suddenly starts running across the field.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..f703f12ba48d7798f984d3bf46bdc5adee4ca261 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is grazing near a fence, then it suddenly starts running across the field.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:578eb20d7ba0f87543651398cde3b141fb8fbd0b207441c2fe7603c9442eff38 +size 762043 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is grazing on grass, then it suddenly starts trotting to the barn.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is grazing on grass, then it suddenly starts trotting to the barn.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..4765e0b4e95014b87c1e7389ccc873dbfbbb1a84 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is grazing on grass, then it suddenly starts trotting to the barn.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4e1a396b1d9b8080330b3df378e4022a3671ee12bb7fbf2d7e0a0f815daa6462 +size 1043349 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is grazing on grass, then it suddenly starts trotting to the barn.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is grazing on grass, then it suddenly starts trotting to the barn.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..ba507a8af5b8cf18268459bb4571d1d1bdf47540 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is grazing on grass, then it suddenly starts trotting to the barn.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ac5d761ef1a72204f7ac2269cba50708bce93cf957a86c7e7a87231021ac6ee2 +size 954247 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is running along the beach, then it suddenly stops and starts grazing.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is running along the beach, then it suddenly stops and starts grazing.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..20094b82227c03b398586108d1fd56ee1cb04353 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is running along the beach, then it suddenly stops and starts grazing.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4b1e35e1f507a75dde989bdf3bd59af0a54980c7f0e27789bf0778ee9d316bc2 +size 833158 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is running along the beach, then it suddenly stops and starts grazing.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is running along the beach, then it suddenly stops and starts grazing.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..89656cd900d0deef828faf93109462cf1b9b4ef6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is running along the beach, then it suddenly stops and starts grazing.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a8d6464ce2afc2aaa97a24e337ea7b30f11ecee70c570bcaba0623a21898c093 +size 830351 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is running along the beach, then it suddenly stops and starts grazing.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is running along the beach, then it suddenly stops and starts grazing.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..ac07e4c06853dcd38c2c06af816f2058751e5bad --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is running along the beach, then it suddenly stops and starts grazing.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c616f77b0f04d8355f11e1c049b7aba1aae1980f1d16681a8acc87a00e07308e +size 789110 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is running in the field, then it suddenly starts walking calmly.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is running in the field, then it suddenly starts walking calmly.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..ce277d344b5971052456b0cf24bcd2286897d2b6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is running in the field, then it suddenly starts walking calmly.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a2a8ee06fd24097a7f6fc38b08ac2a40627057e850232c0651acc91216ed9d5d +size 1233091 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is running in the field, then it suddenly starts walking calmly.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is running in the field, then it suddenly starts walking calmly.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..598a20043b1214639d86fa4c44335cfc1a9b3345 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is running in the field, then it suddenly starts walking calmly.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c3c3a93fbaafae08a4a6c3e1b59fa3999cf4089b3423ba3064f398ccfcbaea6c +size 958803 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is running in the field, then it suddenly starts walking calmly.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is running in the field, then it suddenly starts walking calmly.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..457683e43b0984ec975ac2e0849b1cd4fa2b5c66 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is running in the field, then it suddenly starts walking calmly.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8291aed5db23b7a9ad833f3bd048fd5bec771614cd4ae5a934eea025ff1c97d8 +size 1181125 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is standing by the fence, then it suddenly starts walking to the barn.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is standing by the fence, then it suddenly starts walking to the barn.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..c9aa8c7c23536915bcf0ae7a9e6be39c5ac1729c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is standing by the fence, then it suddenly starts walking to the barn.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:114d8c26b5e53a79e2fec18238783d8d1678fd59e751dc4d897c3f5111424b2c +size 1137359 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is standing by the fence, then it suddenly starts walking to the barn.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is standing by the fence, then it suddenly starts walking to the barn.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..c813ce9c88ae78b65b0244a135ad6f8fe973409d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is standing by the fence, then it suddenly starts walking to the barn.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b2bb4deecfd07a9803b075c273439f3cbdab08d155bbe41ac0989cf9d873266d +size 1138432 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is standing by the fence, then it suddenly starts walking to the barn.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is standing by the fence, then it suddenly starts walking to the barn.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..ab77ffebb56025c79f024041576a14471e4a5cd4 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is standing by the fence, then it suddenly starts walking to the barn.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5d6b5aeaa51a7e07501b73632d77399204b2db4275f0e65ba3621b7ee7b882f6 +size 1026754 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is standing in the barn, then it suddenly starts shaking its mane.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is standing in the barn, then it suddenly starts shaking its mane.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..8b16b7d606e528607497368edb5ffd9831737dc3 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is standing in the barn, then it suddenly starts shaking its mane.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3d8d8cbfb129d495483ebd53b725fa83205c0d080c795e96afde231dbcb73c0a +size 650670 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is standing in the barn, then it suddenly starts shaking its mane.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is standing in the barn, then it suddenly starts shaking its mane.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..811c0ab4e86751a8680275ca82bc39f79f6a29c6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is standing in the barn, then it suddenly starts shaking its mane.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9e5206a24d618e6627bef7e4ec9bc86a32d3b463f49ac958f03890210e185e8b +size 595365 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is standing in the stable, then it suddenly starts chewing hay.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is standing in the stable, then it suddenly starts chewing hay.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..645ec260777cb5d4ee3c9fb576b85911fdd8f9d2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is standing in the stable, then it suddenly starts chewing hay.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:98a5ac59ff62b1658d973b7fc8b7882f672562eda420fe868bb7c72ca919ff29 +size 668139 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is standing in the stable, then it suddenly starts chewing hay.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is standing in the stable, then it suddenly starts chewing hay.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..6851d6666e2dbcb559d153d6da869372c7d82886 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is standing in the stable, then it suddenly starts chewing hay.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:81754058a090b34957c31d348a15dcf7938159850c539daf2378acb2edb39f1b +size 838726 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is standing still, then it suddenly starts trotting around in a circle.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is standing still, then it suddenly starts trotting around in a circle.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..b815dc651ced72ea1c4053f9e23421728a14d175 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is standing still, then it suddenly starts trotting around in a circle.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f40fd9169d6707101f06881349e6fb879c8b18d93ddd10f7f08f3f1f4156c08f +size 949199 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is standing still, then it suddenly starts trotting around in a circle.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is standing still, then it suddenly starts trotting around in a circle.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..93b8b844f55bb8408b62f61a5767dbb50c01fe31 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is standing still, then it suddenly starts trotting around in a circle.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ef138e22d33bab75cbabae33625f860c65631dd5a06f5b04f140cded59410901 +size 989800 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is trotting around a stable, then it suddenly stops to drink water.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is trotting around a stable, then it suddenly stops to drink water.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..678e0697298323af3f741a0eb1faf081528701b7 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is trotting around a stable, then it suddenly stops to drink water.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3adf963bf400cfe70a81bac42cfc9c08a946d871a71bb1c3c8f71770ce3fa030 +size 761041 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is trotting around a stable, then it suddenly stops to drink water.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is trotting around a stable, then it suddenly stops to drink water.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..e3a58ed1001f0a35d3b1bf3ecbc662ae877cd5e5 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is trotting around a stable, then it suddenly stops to drink water.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8e2f801810113a73bc5512911f85c45394575b2fc34466320efdd6eeab7fad3a +size 758028 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is trotting in the field, then it suddenly starts drinking from a stream.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is trotting in the field, then it suddenly starts drinking from a stream.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..8546be53a7e6eead20595a5abbc7710d378116f4 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is trotting in the field, then it suddenly starts drinking from a stream.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cf8a964bd50968e73eae8f5d353696ae5c556240d7ba3feb04fbc1b05811256b +size 1014173 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is trotting in the field, then it suddenly starts drinking from a stream.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is trotting in the field, then it suddenly starts drinking from a stream.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..9da93d8b5bfc39b9b570ee3d63a5b98274ebbf39 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is trotting in the field, then it suddenly starts drinking from a stream.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:08adf9d97ff016c0da590b6b633a8d60162a9c8aeac025844be8aa16127a7b79 +size 953468 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is walking along a trail, then it suddenly starts galloping.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is walking along a trail, then it suddenly starts galloping.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..b0a9850797ff0275f289848375b31b81017fe752 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is walking along a trail, then it suddenly starts galloping.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:832e1a0a36f863551c068544ef3fe0474697ca1ca3a49b863a06e5109514aa84 +size 1341768 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is walking along a trail, then it suddenly starts galloping.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is walking along a trail, then it suddenly starts galloping.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..30f4e97c8e20333dcdc50a60a94b618647fbc6de --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is walking along a trail, then it suddenly starts galloping.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0c1be019c877720b525f10e2aaee591adc97627c5509ac348c54d8d2f879e42c +size 1424101 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is walking in the field, then it suddenly starts galloping in the distance.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is walking in the field, then it suddenly starts galloping in the distance.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..edaa0e202de98de1e774ded164ea2280c70857f6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is walking in the field, then it suddenly starts galloping in the distance.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f077b0bff7d8af1a30f9d2c300300ef664d1b5cf0dc44339b24a92aea4afac98 +size 1020521 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is walking in the field, then it suddenly starts galloping in the distance.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is walking in the field, then it suddenly starts galloping in the distance.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..b1c9788911c0cb4f83e736ae0c2e70a1d3076e64 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is walking in the field, then it suddenly starts galloping in the distance.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:98373ffb1f08fb97e67e49ba9db92066aa02b6b8bc88b71c8680e77e04b0f3ee +size 1008111 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is walking slowly, then it suddenly starts trotting.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is walking slowly, then it suddenly starts trotting.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..432d5ce716ce1c1d83601e38d5bc31c0a6c40556 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is walking slowly, then it suddenly starts trotting.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:98ef69f3accaa7f4f72de4efb2978ae86f38fb8afa502db34df915c4988cecdc +size 1041427 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is walking slowly, then it suddenly starts trotting.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is walking slowly, then it suddenly starts trotting.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..c319dc2ef756c6b6eb2565a78fdf94f4f09498c1 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is walking slowly, then it suddenly starts trotting.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d0e24b585e08adbe7933394fbc1ef7d982a62e6e907fe87e7b3b93c3564f9f42 +size 883947 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is walking slowly, then it suddenly starts trotting.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is walking slowly, then it suddenly starts trotting.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..cd2314b17072c812ea97be13be81256795431e76 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A horse is walking slowly, then it suddenly starts trotting.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b05f1ce469e54609673c6f08b1394e6708be9ae14164d898eaa665bc4a41e95a +size 1145730 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is brushing their teeth, then they suddenly start making breakfast.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is brushing their teeth, then they suddenly start making breakfast.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..cace8dcab590101d67d550ebb74330301652ebf6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is brushing their teeth, then they suddenly start making breakfast.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:32565bacf81ff38c2e744ab134248466f08cc93597533553866fc75ebe309b8b +size 655650 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is brushing their teeth, then they suddenly start making breakfast.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is brushing their teeth, then they suddenly start making breakfast.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..0a8ed19268bbfd4d57d2bb74fe214e8051be1a76 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is brushing their teeth, then they suddenly start making breakfast.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2e64f769e42e9e7641d32c1c2f0718ba8f4bd536af9b05bc7f8b7461f8604b19 +size 564215 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is checking their calendar, then they suddenly get up and start folding clothes.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is checking their calendar, then they suddenly get up and start folding clothes.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..f9c42ec90b5dfc8e1cfec0768a1ce0b8ccb80e5e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is checking their calendar, then they suddenly get up and start folding clothes.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:eb0209a95a250294b0ed05dcc3d230368cb69a364985e06e040784fb4cca6231 +size 540311 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is checking their calendar, then they suddenly get up and start folding clothes.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is checking their calendar, then they suddenly get up and start folding clothes.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..f34359679e8f36b1d9a7cb34f8d29ead52ef9aad --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is checking their calendar, then they suddenly get up and start folding clothes.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cda720ad24f426508e59ac93c5474ad52cb3a7b13946c114df48f2498cf44058 +size 618508 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is checking their email, then they suddenly start making a phone call.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is checking their email, then they suddenly start making a phone call.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..3819bc5b142cacf3b74978b41cd772e0157d51b9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is checking their email, then they suddenly start making a phone call.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:132e257ec0c76d9dedfbbc494bd2902e24843f40f48740354e4b53571ddebf43 +size 378395 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is checking their email, then they suddenly start making a phone call.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is checking their email, then they suddenly start making a phone call.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..654b861d5189cdbf56669b8087ae051d6f791db2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is checking their email, then they suddenly start making a phone call.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fe8ac76fd784217d9d90a06c4bdfb47d5ba3062fccf2e7bc5e880be3790be91e +size 603844 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is checking their phone, then they suddenly start watering the plants.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is checking their phone, then they suddenly start watering the plants.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..c2efbad6faa51ad404aff0b72acfa72bcbcdd232 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is checking their phone, then they suddenly start watering the plants.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d0fcd4827fff5f169d4a8b97e85d4ffd3c7d6c108a9d151f19312cc98cb70048 +size 737067 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is checking their phone, then they suddenly start watering the plants.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is checking their phone, then they suddenly start watering the plants.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..0385fc6d8b4b07d110ca7d6d30d32f98019db58b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is checking their phone, then they suddenly start watering the plants.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:31d04bc029b2a92923a0284aef4655c0f5b79dfb895056c56e560624bac04a8b +size 894565 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is cleaning the kitchen, then they suddenly start mopping the floor.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is cleaning the kitchen, then they suddenly start mopping the floor.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..0db74cfd4285fd4e26d4eb2e43c8e23870fc17db --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is cleaning the kitchen, then they suddenly start mopping the floor.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bb61b0c096b2ef3d99d53b2ad6e2df3db795c9d9348815557e5356105c527627 +size 697201 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is cleaning the kitchen, then they suddenly start mopping the floor.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is cleaning the kitchen, then they suddenly start mopping the floor.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..6098d8edac89b54e5922365871c2cef2cf05d23d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is cleaning the kitchen, then they suddenly start mopping the floor.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4767110a108ecb28573e9f3b80dc0e68a2537fda847bef41b9476de09bb743e7 +size 666915 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is cleaning the kitchen, then they suddenly start mopping the floor.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is cleaning the kitchen, then they suddenly start mopping the floor.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..f4a006ee2926f27b92e2194977c395923df0b35a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is cleaning the kitchen, then they suddenly start mopping the floor.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:292c30bc91629bdfe9d102ca1b7a74af888e9b5f14db4672f97501528e083ec6 +size 832359 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is cooking dinner, then they suddenly start organizing the pantry.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is cooking dinner, then they suddenly start organizing the pantry.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..d4b2e09d0ae026f592117c2ae9cddcc52b4611ac --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is cooking dinner, then they suddenly start organizing the pantry.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6c954f2106e2fdbff4cc50813e43c552c31cf01a0fc93950111781c357c6fda1 +size 698658 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is cooking dinner, then they suddenly start organizing the pantry.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is cooking dinner, then they suddenly start organizing the pantry.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..16c46ca2ecd43bd50d9bdae9f3c423e3083dcb8b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is cooking dinner, then they suddenly start organizing the pantry.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b4106b6fec1eae0d07e03248a9bbad0de7dda6e369b19dd0995ccb2e380639b0 +size 620946 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is doing yoga, then they suddenly get up and start making dinner.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is doing yoga, then they suddenly get up and start making dinner.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..95275e5873f8106299d6e23bd00e9743957ed0fb --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is doing yoga, then they suddenly get up and start making dinner.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d226daba7a739b83825b1481ef5a9bed4e558606e45b02da89b19e77450cb391 +size 537541 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is doing yoga, then they suddenly get up and start making dinner.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is doing yoga, then they suddenly get up and start making dinner.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..a6d2f8623eb445de731111523769fac241660f9e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is doing yoga, then they suddenly get up and start making dinner.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:eca7c735070656eb46b64aca4d97431b46f1351cc4ee6c0d38b70a1c999c9d55 +size 638379 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is drinking a glass of water, then they suddenly start cleaning the windows.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is drinking a glass of water, then they suddenly start cleaning the windows.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..848d957fd9cc4ffbc84dc53315a006624179793e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is drinking a glass of water, then they suddenly start cleaning the windows.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ce0e819a4c8b628a5f7365bcb1f184ee4feceb3957ba1881d8a445117ed3c733 +size 537658 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is drinking a glass of water, then they suddenly start cleaning the windows.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is drinking a glass of water, then they suddenly start cleaning the windows.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..f10d4cd132060e4d4a820b154bad90c048553804 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is drinking a glass of water, then they suddenly start cleaning the windows.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:46a783f6a1e1fbd7039c1da904ade311ca610f6599d10327149cac04ae75270b +size 596204 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is drinking a smoothie, then they suddenly start folding clothes.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is drinking a smoothie, then they suddenly start folding clothes.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..cee25831ed0bd8f431eb1be7c9da98831466cae0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is drinking a smoothie, then they suddenly start folding clothes.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5e485e8ee089c776a400fc23062ea0bc476392c45daabb05e24d19f39d831efd +size 569296 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is drinking a smoothie, then they suddenly start folding clothes.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is drinking a smoothie, then they suddenly start folding clothes.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..6950ef67f45b40a63376340a4da5cf280337d548 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is drinking a smoothie, then they suddenly start folding clothes.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:adf874124e90f492f972bb1da21f970532a0b114830a4147aff98c311d764fad +size 602071 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is drinking a smoothie, then they suddenly start folding clothes.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is drinking a smoothie, then they suddenly start folding clothes.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..9a01201bf54f92726599ed44c748abb0a2cc1a34 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is drinking a smoothie, then they suddenly start folding clothes.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3dad27f35f4435867e5e164b76f9114de472e0126a4d61b3822e2ea3d99ebff6 +size 580992 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is drinking coffee, then they suddenly get up and start sweeping the garage.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is drinking coffee, then they suddenly get up and start sweeping the garage.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..30fcfe7b9991593a67c33ec8874c07b68532442d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is drinking coffee, then they suddenly get up and start sweeping the garage.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f0290100be6308256d87205c26cce1a2d041d9ea0437b0b23a49ff4a71fc7a0a +size 631152 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is drinking coffee, then they suddenly get up and start sweeping the garage.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is drinking coffee, then they suddenly get up and start sweeping the garage.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..6a0a67e4b647eac517b557c1bd67a2c54a0d4344 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is drinking coffee, then they suddenly get up and start sweeping the garage.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ac0fd58a106eb1ce67a97e7b05d0e4ad43cd8652dca5b5d77c67c0a513b31783 +size 722346 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is drinking tea, then they suddenly start folding the laundry.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is drinking tea, then they suddenly start folding the laundry.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..c942b5b0bd52d4a5a65d16ac9ebb1a4f8c9ec7dd --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is drinking tea, then they suddenly start folding the laundry.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5c2270b36417856eec25e5f95f93fe34701e366ef9df4dba6c0cfc07007bf39b +size 548626 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is drinking tea, then they suddenly start folding the laundry.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is drinking tea, then they suddenly start folding the laundry.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..7ed1d7f6003f0be8b4fca91e4a4ceb2a6c3384fc --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is drinking tea, then they suddenly start folding the laundry.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:34270da21641192473479f2ebecc387f0ca2703ede3b537d4f3dbc18ebad89e8 +size 522231 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is drinking tea, then they suddenly start making a phone call.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is drinking tea, then they suddenly start making a phone call.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..6976ba817ae8de622fd3e9996584c7ceb1c98b12 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is drinking tea, then they suddenly start making a phone call.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:80d9dbf02f84c532fda32930438a6ea26ef5a456d37596c0c39b7bb036e32ba6 +size 518024 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is drinking tea, then they suddenly start making a phone call.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is drinking tea, then they suddenly start making a phone call.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..9e0542bccd9c5f1c296571b66f5cb620105f4aa2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is drinking tea, then they suddenly start making a phone call.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:31a9bd0429d678c3a357af5072f5ecb9fecfd2250403ed9a10bfa4a0aa10e766 +size 607305 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is drinking water, then they suddenly start organizing their desk.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is drinking water, then they suddenly start organizing their desk.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..c1631282daca7759d7722f97ce9980a59f5e1a81 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is drinking water, then they suddenly start organizing their desk.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c4f5d3e779c1897e143834f9a106d5f691a7ef0d239451e8aa8f7d09d2ed0484 +size 690312 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is drinking water, then they suddenly start organizing their desk.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is drinking water, then they suddenly start organizing their desk.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..2472cc6da1c4396124b02bb9a866b044996449b6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is drinking water, then they suddenly start organizing their desk.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:784f8e09465cadbf10964ef89b491eaecffc65e2de4e31c6a3bf3e8d67f783e3 +size 564403 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is drinking water, then they suddenly start organizing their desk.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is drinking water, then they suddenly start organizing their desk.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..1e67c5777c25e78cbbdd5b8412bd01bcdad04d6c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is drinking water, then they suddenly start organizing their desk.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bd2112ed7dfa299a868bad5b544b2d0870268217f9433d54063f4fbe0195763b +size 543421 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is eating a sandwich, then they suddenly start organizing the bookshelf.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is eating a sandwich, then they suddenly start organizing the bookshelf.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..34dc23d8befa520da0431422dc403ee1462a99de --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is eating a sandwich, then they suddenly start organizing the bookshelf.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b64f210ff240a5ece834abdf5b8f97a8c0700a33a492cb89d2c5d8780958076c +size 458917 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is eating a sandwich, then they suddenly start organizing the bookshelf.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is eating a sandwich, then they suddenly start organizing the bookshelf.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..13d5e18d1b87af522976fe0fdbd9590db0a95f50 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is eating a sandwich, then they suddenly start organizing the bookshelf.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:51a7ca05c45f764b9b00b26a6e4d9cc5a3fa3eb9b689fd1bb5024160ce542950 +size 666409 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is eating a sandwich, then they suddenly start organizing the bookshelf.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is eating a sandwich, then they suddenly start organizing the bookshelf.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..336dbc0fcb1df120eb6614115fe0e811ea96d7c0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is eating a sandwich, then they suddenly start organizing the bookshelf.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8fb1d3734b6815ba0b2334c09644b1f7d0bc64bc3e1e80be8a4128255aed5e6b +size 629982 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is eating dinner, then they suddenly start washing the dishes.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is eating dinner, then they suddenly start washing the dishes.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..026c632ae38a24f182fdeeab1f8e4dc0f39b8016 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is eating dinner, then they suddenly start washing the dishes.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fbc5ef05f2a2b13056056574c8598917de5af9e70b900627baa89ab4c1d0e99a +size 542316 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is eating dinner, then they suddenly start washing the dishes.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is eating dinner, then they suddenly start washing the dishes.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..1ceef6bcad812afbe6d1b131bde8d00119570d74 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is eating dinner, then they suddenly start washing the dishes.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ca863984a3493d732527f11c6845d49c4d977e5278240bf3e73d57022549e2a5 +size 677455 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is eating lunch, then they suddenly start cleaning the car.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is eating lunch, then they suddenly start cleaning the car.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..1b82c8dae2d1b5e32fb79debd6424680b992fcaf --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is eating lunch, then they suddenly start cleaning the car.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:716ca025248cc104575bf2c6c4e88747329a6988c3f88c8d96fc7f21888c5cec +size 815695 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is eating lunch, then they suddenly start cleaning the car.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is eating lunch, then they suddenly start cleaning the car.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..47cca2225fb859c3be005e0ed120b81d6ce11f5b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is eating lunch, then they suddenly start cleaning the car.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c78e35d3bc3cbb0222d468d3afbc7d54a8490da1a7b401ea4280aeecc8a29c45 +size 776913 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is exercising, then they suddenly start making lunch.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is exercising, then they suddenly start making lunch.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..be52e23f305e93fe8c84de6286f4d0514758dc5c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is exercising, then they suddenly start making lunch.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:00b6bd2c21e5cc651e2bfc8c3923157e70f67d382e387a92b25434aa89c96a06 +size 420496 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is exercising, then they suddenly start making lunch.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is exercising, then they suddenly start making lunch.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..dd8016b3636b7053b1e5b7a7a245cb276931273f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is exercising, then they suddenly start making lunch.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c0153a85f11a16b6c3ecc141880264f2acaad86b3352e500e73b6740cc27be3c +size 601647 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is exercising, then they suddenly start making lunch.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is exercising, then they suddenly start making lunch.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..481602ea805f0d6b975fab72407eda661bde729e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is exercising, then they suddenly start making lunch.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b76752640c3ce4528b19e3e98cdca7c73774e3d904741bbe32a71b941d901389 +size 638426 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is folding clothes, then they suddenly get up and start reading a book.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is folding clothes, then they suddenly get up and start reading a book.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..4aaa09c82de29ccd2b6aa0653e266e73bc16e5e9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is folding clothes, then they suddenly get up and start reading a book.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3ada7c857d4ba589b8e7b27575874d81dde0b60bac8e17335d4163c12d821165 +size 593225 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is folding clothes, then they suddenly get up and start reading a book.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is folding clothes, then they suddenly get up and start reading a book.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..9139b375547ef11528725bce375bdadd82a899f4 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is folding clothes, then they suddenly get up and start reading a book.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:08daa34184b8a91018a245e16ca60ef3163dc8802e60856a59e19fed4c43463b +size 670418 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is folding towels, then they suddenly start painting a picture.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is folding towels, then they suddenly start painting a picture.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..126282ce209ae2fe83f5c770c653e406bcd912c8 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is folding towels, then they suddenly start painting a picture.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1eeaf00efebd39af14a0b786fec8bbea286a860f430d5b16ff0d9541c034d83c +size 765278 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is folding towels, then they suddenly start painting a picture.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is folding towels, then they suddenly start painting a picture.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..b88169fb61717274d2cbdcbcc662ea56be8b127a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is folding towels, then they suddenly start painting a picture.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:27b21c2afbd9a764581d3c9a09d186e6a981c23361e184981b8e5d2dcd786b2e +size 817449 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is folding towels, then they suddenly start painting a picture.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is folding towels, then they suddenly start painting a picture.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..2f25fbc1903376555092d7b214b528536191c877 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is folding towels, then they suddenly start painting a picture.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d49cf4ba1e4cf4c68ead2a64c17f508324baeab656dcb2cebe8511e1957eaf80 +size 665993 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is getting ready for work, then they suddenly start cleaning the kitchen.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is getting ready for work, then they suddenly start cleaning the kitchen.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..bd6a7dd09fd137c6e8aa1c02c0c3c2c88e88b009 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is getting ready for work, then they suddenly start cleaning the kitchen.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5347e64dafed7843b6ccf2fe5d21848cfeaf21f551672a19e8b3ad0fbe69fb0d +size 505825 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is getting ready for work, then they suddenly start cleaning the kitchen.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is getting ready for work, then they suddenly start cleaning the kitchen.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..4d3aeb748a31aa5def2b8a0200332b82ee5cf006 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is getting ready for work, then they suddenly start cleaning the kitchen.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2ba38156550da2ed82e281e28359565fc651d284491683c57dcb6764beac4532 +size 593912 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is getting ready for work, then they suddenly start cleaning the kitchen.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is getting ready for work, then they suddenly start cleaning the kitchen.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..70986960ea8444e5b48d52549f15a8d05dff1545 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is getting ready for work, then they suddenly start cleaning the kitchen.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:78209fd1f73b0c741c722ab6c0650cbddd03e4e0c657a151734ed53d3d04016a +size 437553 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is listening to music, then they suddenly start washing the dishes.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is listening to music, then they suddenly start washing the dishes.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..3298f9715cd6b0eb6a7d79df29a69bb6de7c6d51 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is listening to music, then they suddenly start washing the dishes.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:87727ad86a2ae48ac29230f3eabdcbf73575e616375823386b5e0a7dd855ad8b +size 640693 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is listening to music, then they suddenly start washing the dishes.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is listening to music, then they suddenly start washing the dishes.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..77a988c9f73516d7b44adbeb816706e56986a930 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is listening to music, then they suddenly start washing the dishes.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5d610b21116cda3a87c69a0bac3d62d883c4963221d7805bbae75f8cf82963d2 +size 558812 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is organizing their closet, then they suddenly start tidying the garage.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is organizing their closet, then they suddenly start tidying the garage.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..9a557214b5fe6cd89602793b3fdac29a24b8089d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is organizing their closet, then they suddenly start tidying the garage.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:95b8e4290e2ae386e43c9425021af5c3aed19caf134d5b91928cd88430ee0001 +size 776155 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is organizing their closet, then they suddenly start tidying the garage.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is organizing their closet, then they suddenly start tidying the garage.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..7946cd49267eaad0dafbc0eecb12245bf600e5e7 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is organizing their closet, then they suddenly start tidying the garage.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2f00e7d34fe70f16fa3a4333f302b5fcd6c86b1d66c056bb8b6d3d77a03c4aa3 +size 724999 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is organizing their closet, then they suddenly start tidying the garage.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is organizing their closet, then they suddenly start tidying the garage.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..83f13575935e6d0bf87d1cab5e8bc92269e2613d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is organizing their closet, then they suddenly start tidying the garage.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:71062e9b5037a460fb386c58f55821ada3e54dc6802cd9625eeac9b49fca4875 +size 646062 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is organizing their desk, then they suddenly start doing the dishes.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is organizing their desk, then they suddenly start doing the dishes.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..c41fd939f430385733f7d87433a8081f49bf1b3c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is organizing their desk, then they suddenly start doing the dishes.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5f3007f4bc84dfd87f5e559ca277f5a914979b9146ca346463afba8ec0655794 +size 496231 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is organizing their desk, then they suddenly start doing the dishes.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is organizing their desk, then they suddenly start doing the dishes.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..3a00b6d67c04ef70a6e3a241c83a8fd83491b608 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is organizing their desk, then they suddenly start doing the dishes.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1f0e0b93d3fcfa666e2e1a030791381903c873866fe752816d269d15f48fba8d +size 598870 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is playing a game on their phone, then they suddenly start cleaning the bathroom.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is playing a game on their phone, then they suddenly start cleaning the bathroom.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..09e0d4c40cb198181cc2239b7a59666f59265cb3 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is playing a game on their phone, then they suddenly start cleaning the bathroom.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ef584d52e0e99f8acb13e9f333951105731a04b988a054eb35e05f076c979f19 +size 636745 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is playing a game on their phone, then they suddenly start cleaning the bathroom.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is playing a game on their phone, then they suddenly start cleaning the bathroom.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..38cd2d52f0f159915bad0c4ecbe05d17e7d519a6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is playing a game on their phone, then they suddenly start cleaning the bathroom.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:67f87db1b27758137e250578837416c7a90344046072e141c69acdf8fa226877 +size 622602 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is preparing a salad, then they suddenly start rearranging the furniture.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is preparing a salad, then they suddenly start rearranging the furniture.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..c3252ceff02d17c380288ceaabf225d398017daf --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is preparing a salad, then they suddenly start rearranging the furniture.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:48d09d87cb5cb44d19e8697b6d474559093926c33f8bed786a67c727e276ae29 +size 652174 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is preparing a salad, then they suddenly start rearranging the furniture.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is preparing a salad, then they suddenly start rearranging the furniture.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..285d6d6fa7308c6b406f2638902ac927ed70363c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is preparing a salad, then they suddenly start rearranging the furniture.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:eb891609a8f0242f03b1ab490bdc89525bb444ed9afb01bed5da8498f5b28b9f +size 607757 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is putting on shoes, then they suddenly start making a sandwich.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is putting on shoes, then they suddenly start making a sandwich.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..58a930a380b0556ee87f5837f71f1e2cf24ad39c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is putting on shoes, then they suddenly start making a sandwich.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dde9a0fb720a5668a4d3dbf0f198bc8d6bc7ddcf8eadbc1514bce08a40fc1d51 +size 984222 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is putting on shoes, then they suddenly start making a sandwich.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is putting on shoes, then they suddenly start making a sandwich.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..0505981e26ae20233307dddd6a9707597f23d391 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is putting on shoes, then they suddenly start making a sandwich.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2492319bc88ff0beb703663872095000b44577bc33d1710119176afeffd6efc0 +size 674429 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is putting on shoes, then they suddenly start making a sandwich.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is putting on shoes, then they suddenly start making a sandwich.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..038deb5ea9175cb3272eeebe25d379de0eb8b29e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is putting on shoes, then they suddenly start making a sandwich.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f0bb7241b22bfec6e8ffb1a2424a0e5411c0f294a45ecc63b44edf1ee4278c28 +size 795510 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is reading a book, then they suddenly start folding laundry.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is reading a book, then they suddenly start folding laundry.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..6fc58702292a88abf8c047e88d8669c999f0f8eb --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is reading a book, then they suddenly start folding laundry.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5078b3cf0706d9e4ca7de5d1762d6221e0e8d4319bbd99fc86fdccafd9f062f9 +size 450002 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is reading a book, then they suddenly start folding laundry.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is reading a book, then they suddenly start folding laundry.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..2f591bf42f186d928bde9b9e02a05333acf52287 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is reading a book, then they suddenly start folding laundry.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:02ed603d0f1fcec5370eeafc38fc5060d14670559c7039e9c12d1732fa3f40ea +size 637666 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is reading a magazine, then they suddenly get up and start organizing the closet.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is reading a magazine, then they suddenly get up and start organizing the closet.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..c78df229b6905a4eeed4311ddbf26d84f6fdd271 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is reading a magazine, then they suddenly get up and start organizing the closet.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dd025e2c328997d3fffb008e9d8f7641786a27f0c63503b455915abb583acbff +size 652914 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is reading a magazine, then they suddenly get up and start organizing the closet.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is reading a magazine, then they suddenly get up and start organizing the closet.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..b49f06eca850597d1f998fdbe6fbf3dc3f8fb70f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is reading a magazine, then they suddenly get up and start organizing the closet.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:068688165ba32177bb9b4f8212fc9b6b7c4158121e97a6b18eaadd5bf691035d +size 655022 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is reading a magazine, then they suddenly get up and start organizing the closet.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is reading a magazine, then they suddenly get up and start organizing the closet.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..a96ef36ef36c7760dfed6d259cfa7c50642d4ed5 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is reading a magazine, then they suddenly get up and start organizing the closet.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9919c68dee6f485734d23b0a2b29316f09634164a9c724e7ac5ed598fa1aed4c +size 658169 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is reading the news, then they suddenly start watering the plants.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is reading the news, then they suddenly start watering the plants.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..2e837fe7b2e28193d4d2c20100f4902ade6d51f0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is reading the news, then they suddenly start watering the plants.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:77ee66fde6b7ce49ff45db4e286473a9f8da6a82a899e5b7246d8c65fa4c6333 +size 709580 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is reading the news, then they suddenly start watering the plants.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is reading the news, then they suddenly start watering the plants.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..003dd4a94c94bd54dcb15dadda89b1e547c2a61e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is reading the news, then they suddenly start watering the plants.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:57c0f7126dce1cfa6c731a1d22162ed75b991c662ad326011832cfba4c143529 +size 692864 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is reading the news, then they suddenly start watering the plants.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is reading the news, then they suddenly start watering the plants.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..4c04a7795fe690ea97f79537496cecdf3ca1f0b9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is reading the news, then they suddenly start watering the plants.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fbe92a2c108d582cdb51ff7ce7fc262a42695813f914808f2eb5c5b9cf92cd9c +size 804187 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is scrolling through their phone, then they suddenly get up and start organizing the kitchen.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is scrolling through their phone, then they suddenly get up and start organizing the kitchen.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..516e34cd7a871006d127bcf8f7da02b0abfae0f1 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is scrolling through their phone, then they suddenly get up and start organizing the kitchen.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:df4cca04179fc8e36f3f056fb77f16a4c153272701c33a94df0490ab0608f685 +size 443837 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is scrolling through their phone, then they suddenly get up and start organizing the kitchen.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is scrolling through their phone, then they suddenly get up and start organizing the kitchen.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..b8779a8e229fd3efbad2bd99923baf8b95c7b6c5 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is scrolling through their phone, then they suddenly get up and start organizing the kitchen.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f2d6509301f770932801990673ddf19249d391065401d3e193fd2de25e342bd6 +size 448408 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting at a desk, then they suddenly get up and start doing push-ups.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting at a desk, then they suddenly get up and start doing push-ups.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..7972ca6b77949fdc0614cec536b76473b604946d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting at a desk, then they suddenly get up and start doing push-ups.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b5bd584ee72e7ca9aff399552b34374bf44125042b2b00cd470bbb4845a69b10 +size 579873 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting at a desk, then they suddenly get up and start doing push-ups.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting at a desk, then they suddenly get up and start doing push-ups.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..6074def0310369854c7aa251b9c60ec8bfbb8ae0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting at a desk, then they suddenly get up and start doing push-ups.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:07cae670ae3f7e2b1fbd01bf6054e59163323a00ee025ee9670581bdb1935abc +size 494491 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting at a desk, then they suddenly start cleaning the floor.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting at a desk, then they suddenly start cleaning the floor.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..3e6df25df25e75358b8ff169901aec8fb42fa024 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting at a desk, then they suddenly start cleaning the floor.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:79b76d630e8b1c004f3ad40829014977e41babf0eb77aa363c6db418d6302269 +size 522023 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting at a desk, then they suddenly start cleaning the floor.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting at a desk, then they suddenly start cleaning the floor.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..3944bfe8d79c09f4d7de78cfabd9b6a0d2a9ac22 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting at a desk, then they suddenly start cleaning the floor.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c845307aa36ce941a66dd9d8384f47ace91c8075ca6b041a9a175bc1bf5adf9a +size 604565 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting at a desk, then they suddenly start cleaning the floor.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting at a desk, then they suddenly start cleaning the floor.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..e193b3875be5a34d754632962fc9fb5d04a81513 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting at a desk, then they suddenly start cleaning the floor.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7ecc200fba57fc2f911bee0a1572101353530d033c1144164c2f5a0f1ea219f6 +size 543525 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting at a desk, then they suddenly start making coffee.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting at a desk, then they suddenly start making coffee.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..c15d8236db9a14b4fe156c87550e1a3566e621b9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting at a desk, then they suddenly start making coffee.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:32c10ae77ba83e596e96491a565ea2d96802fd263eb3b1ec9413f3715e41d3ac +size 433555 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting at a desk, then they suddenly start making coffee.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting at a desk, then they suddenly start making coffee.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..cce4eb1bd3f2d5ff05f86be22b8126b2a2c08b81 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting at a desk, then they suddenly start making coffee.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:58b17fb6b535ecbcb6c322d45c756159c295e1b1e9913cc769b66432183c74a1 +size 494551 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting at the kitchen table, then they suddenly get up and start doing the dishes.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting at the kitchen table, then they suddenly get up and start doing the dishes.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..64344f655f9558ddad03adccdea2ed4e2b615e7f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting at the kitchen table, then they suddenly get up and start doing the dishes.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:98d985d5ae7f9ac5e83a25e512ee63ef76e03fca04c22763aa24e4b2cd68f280 +size 746405 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting at the kitchen table, then they suddenly get up and start doing the dishes.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting at the kitchen table, then they suddenly get up and start doing the dishes.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..d769a9d733cbac52881429e9930b7c673938b0aa --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting at the kitchen table, then they suddenly get up and start doing the dishes.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:feb7d9b5dde9c254b82cf6ca9f706a1a95a1509d0fa1b1fca54e1ee29de04f1e +size 580195 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting at the table, then they suddenly start drawing on a notepad.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting at the table, then they suddenly start drawing on a notepad.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..187d950a1cbb108161d6dbe3bebb345dfafb41ff --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting at the table, then they suddenly start drawing on a notepad.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:72451589ee898130d0a8f68c748963c30268cb373967853ce6c7b6374ad7607c +size 506281 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting at the table, then they suddenly start drawing on a notepad.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting at the table, then they suddenly start drawing on a notepad.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..8c538ad738b3d2859b5dd6049615540c8eaaee47 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting at the table, then they suddenly start drawing on a notepad.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b4aaa7e95736b5a3dbcec5c649341d2d592cfea3a1058e92bf244f6de45bb890 +size 414470 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting at the table, then they suddenly start drawing on a notepad.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting at the table, then they suddenly start drawing on a notepad.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..bb12af9049199f77541e4739b3cd4bdad21e5d58 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting at the table, then they suddenly start drawing on a notepad.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bee4aa42aeff81b21ce6cfc90f49f07a685da3dd58d8e54495e2c18647d696bf +size 406700 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting in a chair, then they suddenly get up and start stretching.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting in a chair, then they suddenly get up and start stretching.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..e0dbe0b82503f9361991e8e541b91eae20812940 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting in a chair, then they suddenly get up and start stretching.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:198bb3d2ada379e62a848bae002e37d08253d8e52ee98009a59584d3f806b6f5 +size 586578 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting in a chair, then they suddenly get up and start stretching.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting in a chair, then they suddenly get up and start stretching.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..3bb7fab7480d7a10623266475496b5963d5f407a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting in a chair, then they suddenly get up and start stretching.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:331c180fda42447a866ca4539d5e7fb7e90b6f29ffd43dc4e750868690b7cff1 +size 522171 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting in a chair, then they suddenly stand up and start stretching.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting in a chair, then they suddenly stand up and start stretching.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..714a330b81d2688fda0c0072dc45a9cd2c3e3fca --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting in a chair, then they suddenly stand up and start stretching.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7ed13186b4779b4a2f8cad1eb5a3de9edec1bdf779e5367c8ea3daea1fb0a088 +size 492392 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting in a chair, then they suddenly stand up and start stretching.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting in a chair, then they suddenly stand up and start stretching.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..a3c6af51292e594af9d06244a8e7c0766582c57a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting in a chair, then they suddenly stand up and start stretching.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0b4d236f1d95256392d288b66f0b7bdf4edd9ea93168e6128a42036441354b71 +size 464691 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting on a chair, then they suddenly start cleaning the desk.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting on a chair, then they suddenly start cleaning the desk.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..a15a39cf74a719b34ed5d1c8db851593a608850e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting on a chair, then they suddenly start cleaning the desk.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:707b0ae83adf10d4bfb92c54cb32f9ffb6dd0a977911868a4ea5fb28fd461026 +size 588726 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting on a chair, then they suddenly start cleaning the desk.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting on a chair, then they suddenly start cleaning the desk.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..9d806a68a3992807bb3efdb3fe84c03e838e4094 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting on a chair, then they suddenly start cleaning the desk.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:71d994a8c45dbb5057c644075ddd00e1854e4b089325ff8b825146926629b880 +size 690943 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting on the couch, then suddenly they get up and start sweeping the floor.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting on the couch, then suddenly they get up and start sweeping the floor.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..827b5b8ae21cba6b401f44aa87899ca76b7a72fa --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting on the couch, then suddenly they get up and start sweeping the floor.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ad857693006508af11c8ac78d84d6085cc26bb97fde90309bc278d060ea41053 +size 598059 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting on the couch, then suddenly they get up and start sweeping the floor.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting on the couch, then suddenly they get up and start sweeping the floor.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..725b3ce5223194ce30b9b827db3034e99e6edd07 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting on the couch, then suddenly they get up and start sweeping the floor.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d24e57f1d179e0d447d244e5569ece5a27a245c0658fa5190eb8b79dcf9e077a +size 591072 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting on the couch, then suddenly they get up and start sweeping the floor.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting on the couch, then suddenly they get up and start sweeping the floor.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..97180cb6086e593fe172688af87ff50b9bf5343a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is sitting on the couch, then suddenly they get up and start sweeping the floor.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:011227a5d5172e6e0cd039e6876291274f58ad46224d31611a22c037411e0c32 +size 515162 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is talking on the phone, then they suddenly start folding paper airplanes.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is talking on the phone, then they suddenly start folding paper airplanes.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..9b5c2ad19405686385ff708af20633874468a2b0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is talking on the phone, then they suddenly start folding paper airplanes.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a2c0858d3fe49e2157cbe56f70103c801873021e60aa161f07ae47c4c97b0bdf +size 517191 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is talking on the phone, then they suddenly start folding paper airplanes.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is talking on the phone, then they suddenly start folding paper airplanes.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..bf4d728c83ead347cdb9082049e226f477c3d8cb --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is talking on the phone, then they suddenly start folding paper airplanes.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:472f28747f6799d35877eff18b26370410e7e95814008419ca7a4fe926d4c56b +size 530675 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is talking on the phone, then they suddenly start folding paper airplanes.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is talking on the phone, then they suddenly start folding paper airplanes.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..7dbd699fb2bc37b31e8319b59fab690f51ad69b9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is talking on the phone, then they suddenly start folding paper airplanes.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:43980e2e02115ec98ed675ce6c2d134fc6156f0c8efb64cf0e8d5920fe8a82fa +size 515911 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is texting, then they suddenly get up and start vacuuming the floor.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is texting, then they suddenly get up and start vacuuming the floor.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..af48426e85f4c6220258f65e4d23308187bec8a3 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is texting, then they suddenly get up and start vacuuming the floor.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:042f9d888c03a5be24191d9b1109cc34435c8babed2cd68cf68844ec4d8a6d39 +size 491610 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is texting, then they suddenly get up and start vacuuming the floor.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is texting, then they suddenly get up and start vacuuming the floor.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..25b05827070f0c7f11d25a108f83a23d9109bcf9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is texting, then they suddenly get up and start vacuuming the floor.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:32e317cdc2b72a2b2d27ac6e76aeac75bd8c56be9ec9e654b0bd50514208e08d +size 714609 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is typing on a keyboard, then they suddenly get up and start making the bed.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is typing on a keyboard, then they suddenly get up and start making the bed.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..f467ac845aa01a435ca9278374ec380ede770777 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is typing on a keyboard, then they suddenly get up and start making the bed.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2061b9f0e36094b44fd65352daaf4ceeaf7a8b7fdfea32c5c541c8089b4081d0 +size 660126 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is typing on a keyboard, then they suddenly get up and start making the bed.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is typing on a keyboard, then they suddenly get up and start making the bed.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..9b0c411180c08c73e98f4e46af3597f8dd9e6dc0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is typing on a keyboard, then they suddenly get up and start making the bed.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7475b6bdd8204bb96685f589aed74de89117889cb728733fb7b07b43946648b4 +size 494893 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is washing the dishes, then they suddenly start sweeping the floor.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is washing the dishes, then they suddenly start sweeping the floor.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..3de9b71738f5ae26fc6dd946eff1e151a7517631 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is washing the dishes, then they suddenly start sweeping the floor.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:68706185b852f0428cb08c38214f798298974d181d037a42d2daaf2a4df144be +size 780563 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is washing the dishes, then they suddenly start sweeping the floor.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is washing the dishes, then they suddenly start sweeping the floor.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..3b6ec54fde8172f5cc00af28528361622008ffa8 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is washing the dishes, then they suddenly start sweeping the floor.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:02d4befc735dded14d7f58aeb1e67eb4981b4d0f9000ad25678aa8c4c072658e +size 638324 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is washing their hands, then they suddenly start arranging the pillows on the couch.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is washing their hands, then they suddenly start arranging the pillows on the couch.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..89266fda645a3bd9e01ae672ca277b9d78411670 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is washing their hands, then they suddenly start arranging the pillows on the couch.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b73687a48c04bcd24469aa4048b914526319be20beb0bf2785de7de7ac8e502f +size 579090 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is washing their hands, then they suddenly start arranging the pillows on the couch.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is washing their hands, then they suddenly start arranging the pillows on the couch.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..e294ec2f1c61307ebbc5492b720a4e246715c45d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is washing their hands, then they suddenly start arranging the pillows on the couch.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3a59a2e017a81ac4b9611bba3bd8d5330d6f1e7ccac563a382c9cbb6f1adec9f +size 576744 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is watching TV, then they suddenly get up and start washing dishes.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is watching TV, then they suddenly get up and start washing dishes.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..59dccb29f527620c5029b9056d148e2964cd7730 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is watching TV, then they suddenly get up and start washing dishes.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:be94f6a66473dca8f53834d73014c817b11680eda829bd038ed7c0c2c2654a21 +size 571888 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is watching TV, then they suddenly get up and start washing dishes.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is watching TV, then they suddenly get up and start washing dishes.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..d7515b57e836ebd5ca5eb212493ca51be24e974a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is watching TV, then they suddenly get up and start washing dishes.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:980877b826ea048cdf4ac612e5c591c210f4024f70442c98453eab22ee7700ff +size 517915 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is watching TV, then they suddenly get up and start washing dishes.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is watching TV, then they suddenly get up and start washing dishes.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..e53589b727b8d04c35786cfcc1a3318a42859a55 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is watching TV, then they suddenly get up and start washing dishes.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:411dc91704a7d07e5f771841fca0fa89db99b1f997696988c99a8434f19841e7 +size 518570 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is watching a movie, then they suddenly get up and start sweeping the porch.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is watching a movie, then they suddenly get up and start sweeping the porch.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..dbe72f4a8eceb9368c74f89fc275754caf40ed9f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is watching a movie, then they suddenly get up and start sweeping the porch.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:432d7eac2225eae732c1f972c942fecd8acab9dac93dd81170db20d6f69b6ae0 +size 582700 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is watching a movie, then they suddenly get up and start sweeping the porch.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is watching a movie, then they suddenly get up and start sweeping the porch.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..642c65c06d85beb1d5eef0b97eb33251a51d8fa3 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is watching a movie, then they suddenly get up and start sweeping the porch.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c5e4d31aa9a3b7835cef9fc7e4e05d1fe36b198dd2fe8d51f4ec032f00ef1ac4 +size 646564 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is watching a video, then they suddenly get up and start sweeping the yard.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is watching a video, then they suddenly get up and start sweeping the yard.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..f2b6d537108bf44628bb179aee045f12ba4259d1 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is watching a video, then they suddenly get up and start sweeping the yard.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b34d0176111db41c77fc63bca46ca0f464788936553488162a62092904790227 +size 911993 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is watching a video, then they suddenly get up and start sweeping the yard.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is watching a video, then they suddenly get up and start sweeping the yard.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..f211a139f15e90f86091e2f130e109e20618b1bc --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is watching a video, then they suddenly get up and start sweeping the yard.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f44d88804f4fd5e0a684c66361e8a062d6d614c5864a044e3aa9992358fef5fd +size 1105885 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is watching a video, then they suddenly get up and start sweeping the yard.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is watching a video, then they suddenly get up and start sweeping the yard.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..8e468eeddebceeddaba3c22812458404cdbfa260 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is watching a video, then they suddenly get up and start sweeping the yard.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2cf191014f9b72fe634b42bbed73f7a31f3b04a41b27e9ff8b5d4a5f2659dee6 +size 787692 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is working on a project, then they suddenly start cooking dinner.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is working on a project, then they suddenly start cooking dinner.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..49824caedd4f34d689f7c3afa9930caccb1ed780 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is working on a project, then they suddenly start cooking dinner.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:891b38bbf95d5d0956db9f1f8417fb0d4e402b8e02699963a1bd49ed263d0088 +size 900769 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is working on a project, then they suddenly start cooking dinner.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is working on a project, then they suddenly start cooking dinner.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..bc786816b430cf884d4841692fa8f2513bf7a54e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is working on a project, then they suddenly start cooking dinner.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:25c1c6b0b0115b69e0a1eae131f3d29640a4cc877a59039ca51bdea01799dcf1 +size 580216 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is writing an email, then they suddenly get up and start baking cookies.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is writing an email, then they suddenly get up and start baking cookies.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..98c5635c0091d85d63b764bc996a4192920f775f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is writing an email, then they suddenly get up and start baking cookies.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e129663ccfbda5ec12ee24df92c2aa5a516a70f011043cba81bb6070ae4183fc +size 506403 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is writing an email, then they suddenly get up and start baking cookies.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is writing an email, then they suddenly get up and start baking cookies.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..06f7f64fb40dc728f0d886e0139022df72e671fa --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Motion_Order_Understanding/A person is writing an email, then they suddenly get up and start baking cookies.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:515dbd6ed098ddfc021fb5dde4c25ae5f90eb09d844066a74a551017bae31e09 +size 487645